## 🤖 AI & LLM Integration

Servers integrating with other AI models, AI platforms, RAG tools, prompt management, or agent frameworks.

- [comitest22/linear-mcp](https://github.com/comitest22/linear-mcp): Facilitates interaction with the Linear API through a Model Context Protocol server, offering tools for ticket management and prioritization.
- [stephenlb/pubnub-mcp-server](https://github.com/stephenlb/pubnub-mcp-server): Facilitates access to PubNub SDK and Functions documentation within Cursor IDE using a CLI-based MCP server.
- [Ankit2533/research](https://github.com/Ankit2533/research): A multi-agent deep researcher leveraging MCP to perform comprehensive web searches with Linkup and CrewAI orchestration.
- [CDataSoftware/cdata-jdbc-mcp-server](https://github.com/CDataSoftware/cdata-jdbc-mcp-server): Facilitates querying live data from over 300 sources via CData JDBC Drivers using natural language through a read-only MCP interface.
- [kylewoolstenhulme-block/Notion-Goose-MCP](https://github.com/kylewoolstenhulme-block/Notion-Goose-MCP): Facilitates seamless interaction with the Notion API through an MCP server, enabling automated content management and integration.
- [Ankit2533/multi-agentic_deepresearch](https://github.com/Ankit2533/multi-agentic_deepresearch): A multi-agent deep researcher leveraging MCP to orchestrate AI agents for collaborative deep web searches and knowledge synthesis.
- [drdeeks/remote-mcp-server](https://github.com/drdeeks/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login, enabling seamless integration with tools like Claude Desktop.
- [raj-mehra/jira-mcp](https://github.com/raj-mehra/jira-mcp): Integrates Jira with MCP to fetch and search ticket details using a flexible framework.
- [AlexShan2008/mcp-claude-weather](https://github.com/AlexShan2008/mcp-claude-weather): Provides real-time weather alerts and forecasts from the US National Weather Service, seamlessly integrating with Claude for Desktop.
- [expensivefav/mcp](https://github.com/expensivefav/mcp): Facilitates interaction with Algolia APIs through experimental MCP servers, enabling search and data manipulation tasks.
- [vinodismyname/redshift-utils-mcp](https://github.com/vinodismyname/redshift-utils-mcp): Facilitates AI-driven interaction with Amazon Redshift, enabling secure data querying and diagnostics via the AWS Data API.
- [frostming/openweather-mcp](https://github.com/frostming/openweather-mcp): Facilitates weather data retrieval from OpenWeather.org via a Model Context Protocol server.
- [jasiekkk/jan-stripe](https://github.com/jasiekkk/jan-stripe): Deploy a remote MCP server on Cloudflare Workers without authentication, enabling seamless integration with Cloudflare AI Playground and local MCP clients.
- [MartinPSDev/curl-mcp](https://github.com/MartinPSDev/curl-mcp): Transforms natural language instructions into curl commands, supporting English and Spanish, for seamless HTTP requests.
- [natifridman/stocks-mcp](https://github.com/natifridman/stocks-mcp): Fetches real-time stock information from Google Finance using a Pythonic MCP server framework.
- [dithom/shopware-mcp](https://github.com/dithom/shopware-mcp): Automates bugfixing for Shopware plugins by leveraging LLMs to handle support tickets and plugin versions.
- [shankarpriyank/remote-mcp-server-authless](https://github.com/shankarpriyank/remote-mcp-server-authless): Deploy a remote MCP server without authentication on Cloudflare Workers, enabling seamless integration with Cloudflare AI Playground and local MCP clients.
- [slot181/openapi-integrator-mcp](https://github.com/slot181/openapi-integrator-mcp): Facilitates high-quality image generation through OpenAI-compatible APIs, offering a standardized interface for specifying image parameters.
- [kukapay/crypto-rss-mcp](https://github.com/kukapay/crypto-rss-mcp): Aggregates real-time cryptocurrency news from multiple RSS feeds to assist AI agents in making informed market decisions.
- [AlekseyKapustyanenko/NihFix.Postgres.Mcp](https://github.com/AlekseyKapustyanenko/NihFix.Postgres.Mcp): Facilitates real-time AI agent interactions with PostgreSQL databases using SSE and STDIO protocols.
- [CrewAakash/mcp-server-for-copilot](https://github.com/CrewAakash/mcp-server-for-copilot): Facilitates seamless integration of Microsoft Copilot Studio agents with MCP-compatible clients, maintaining conversation context and supporting stateful interactions.
- [xiaok/etherscan-mcp](https://github.com/xiaok/etherscan-mcp): Facilitates seamless interaction with Etherscan's API through a dynamic MCP server.
- [qingshanyuluo/prometheus-mcp-server](https://github.com/qingshanyuluo/prometheus-mcp-server): A streamlined Prometheus MCP server designed for metric collection and AI-friendly analysis.
- [falahgs/MCP-Storybook-Image-Generator](https://github.com/falahgs/MCP-Storybook-Image-Generator): Generates storybook images and matching children's stories using Google's Gemini AI, offering multiple art styles and instant previews.
- [MCP-Reasoner/MCP-Reasoner](https://github.com/MCP-Reasoner/MCP-Reasoner): Integrates Google's OR-Tools with Large Language Models for constraint solving and optimization through the Model Context Protocol.
- [AzureDevOpsAPI/Azure-DevOps](https://github.com/AzureDevOpsAPI/Azure-DevOps): Facilitates AI-driven interactions with Azure DevOps APIs, enabling seamless project management and DevOps workflows through natural language commands.
- [Excoriate/mcp-terraform-aws-provider-docs](https://github.com/Excoriate/mcp-terraform-aws-provider-docs): Provides contextual information and resources for Terraform AWS Provider documentation, enabling AI agents to query up-to-date data directly from the source.
- [tangshuang/mcp-bone](https://github.com/tangshuang/mcp-bone): Facilitates connection to MCP Bone for tool registration and parsing LLM completion text into tool calls.
- [belljustin/spotify-mcp](https://github.com/belljustin/spotify-mcp): Facilitates playlist creation on Spotify through a Model Context Protocol server, integrating seamlessly with Cursor for enhanced user interaction.
- [Zerg00s/server-sharepoint](https://github.com/Zerg00s/server-sharepoint): Facilitates interaction with SharePoint Online through Claude Desktop using the SharePoint REST API.
- [Nozomuts/datadog-mcp](https://github.com/Nozomuts/datadog-mcp): Facilitates advanced log and trace span search and aggregation within Datadog using MCP server capabilities.
- [CostingGeek/sap-mcp](https://github.com/CostingGeek/sap-mcp): Facilitates real-time data retrieval from SAP systems using Claude AI via the SAP Graph API.
- [jorgeraad/mcp4gql](https://github.com/jorgeraad/mcp4gql): Facilitates interaction between MCP clients and GraphQL APIs by providing schema introspection and query execution capabilities.
- [LuisCusihuaman/gitlab-mcp-server](https://github.com/LuisCusihuaman/gitlab-mcp-server): Facilitates seamless AI integration with GitLab by automating workflows and enabling advanced interaction capabilities through the Model Context Protocol.
- [HimanshuKumar17052001/polygon-custom-mcp](https://github.com/HimanshuKumar17052001/polygon-custom-mcp): A Python-based MCP server for interacting with Polymarket's CLOB API, enabling market searches, live orderbook retrieval, and historical price analysis.
- [abhi-mahule/shopify-mcp-server-node](https://github.com/abhi-mahule/shopify-mcp-server-node): Node.js server facilitating seamless interaction with Shopify APIs through Model Context Protocol.
- [Naesmal/Bittensor-Subnet-42-MCP](https://github.com/Naesmal/Bittensor-Subnet-42-MCP): Access Masa and Bittensor blockchain data through a unified interface with LLM-optimized responses.
- [disler/claude-code-is-programmable](https://github.com/disler/claude-code-is-programmable): This repository demonstrates the use of Claude Code as a programmable tool for agentic coding, allowing users to execute tasks in natural language across various programming environments.
- [icyhd/mcp-on-edge](https://github.com/icyhd/mcp-on-edge): A comprehensive MCP client and server implementation utilizing EdgeOne Pages Functions for intelligent chat applications with robust context management and request routing.
- [Shak-Shat/Langgraph4Context7](https://github.com/Shak-Shat/Langgraph4Context7): Integrate LangGraph's agent framework with Context7's documentation capabilities to build advanced AI agent systems.
- [aditya002p/mcp-server](https://github.com/aditya002p/mcp-server): Empowers AI assistants to perform real-time web searches using Exa's API, providing structured results and caching capabilities.
- [felipeleite11/mcp-server-estudo](https://github.com/felipeleite11/mcp-server-estudo): A TypeScript-based MCP server that interfaces with the Brasil API for seamless integration.
- [crazyfrankie/sqlassistant](https://github.com/crazyfrankie/sqlassistant): Automates SQL problem-solving for students by exposing methods to AI, streamlining task completion.
- [bright-spark/cloudflare-mcp-server](https://github.com/bright-spark/cloudflare-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [ndellamaria/arxiv-mcp-server](https://github.com/ndellamaria/arxiv-mcp-server): Facilitates AI-driven exploration of scientific literature by interfacing with the arXiv API to search, retrieve, and discover papers.
- [LightHeads/remote-mcp-server](https://github.com/LightHeads/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool invocation.
- [salesforce-mcp/Salesforce-mcp](https://github.com/salesforce-mcp/Salesforce-mcp): Facilitates natural language interaction with Salesforce data and metadata, enabling users to manage and query their Salesforce environment seamlessly.
- [over-2025/Figma-Context-MCP](https://github.com/over-2025/Figma-Context-MCP): Facilitates AI-powered coding tools to access and implement Figma design data efficiently.
- [jingwei950/clickup-mcp](https://github.com/jingwei950/clickup-mcp): Facilitates AI-driven interactions with ClickUp's organizational structures, enabling seamless task and document management.
- [prateekch/mcp-server-weather](https://github.com/prateekch/mcp-server-weather): Provides real-time weather data and forecasts globally using the Open-Meteo API.
- [SureScaleAI/openai-gpt-image-mcp](https://github.com/SureScaleAI/openai-gpt-image-mcp): Facilitates image generation and editing using OpenAI's GPT models with advanced prompt control and MCP compatibility.
- [loupipalien/opensearch-mcp-server](https://github.com/loupipalien/opensearch-mcp-server): Facilitates natural language interaction with OpenSearch clusters, enabling operations like health checks, document management, and index querying via MCP.
- [daniel-bvm/deep-research-mcp](https://github.com/daniel-bvm/deep-research-mcp): A multi-agent deep researcher leveraging MCP for orchestrating web searches with Linkup and CrewAI.
- [cantian-ai/bazi-mcp](https://github.com/cantian-ai/bazi-mcp): Empower AI agents with precise Bazi data for personality analysis and destiny forecasting.
- [angrysky56/mcts-mcp-server](https://github.com/angrysky56/mcts-mcp-server): Leverages Bayesian Monte Carlo Tree Search for AI-driven analysis and reasoning, integrating seamlessly with Claude for deep explorative insights.
- [Alfex4936/Hangul-MCP](https://github.com/Alfex4936/Hangul-MCP): KoGrammar offers a Korean grammar checking service using MCP, providing spelling correction and character count functionalities.
- [Chen-speculation/auto-MCP-client](https://github.com/Chen-speculation/auto-MCP-client): A Go library that facilitates the integration of MCP services with LLMs, enabling dynamic tool utilization from external MCP servers.
- [phuc-nt/mcp-atlassian-server](https://github.com/phuc-nt/mcp-atlassian-server): Facilitates AI assistants to interact with Jira and Confluence on Atlassian Cloud, enabling task execution and queries without prior API training.
- [organicnz/remote-mcp-server](https://github.com/organicnz/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [weekend-project-space/awesome-remote-mcp-servers](https://github.com/weekend-project-space/awesome-remote-mcp-servers): A curated list of remote MCP servers offering real-time interactions and integrations for AI-driven applications across various platforms, including Sentry, Neon, PayPal, and more.
- [netomantonio/synapstor](https://github.com/netomantonio/synapstor): Synapstor is a modular library for semantic storage and retrieval of information using vector embeddings and the Qdrant database, with integration capabilities through the MCP protocol.
- [dave-wind/mysql-mcp-server](https://github.com/dave-wind/mysql-mcp-server): Facilitates read-only access to MySQL databases for LLMs, ensuring secure schema discovery and query execution through the Model Context Protocol.
- [Edison-A-N/watch-mon](https://github.com/Edison-A-N/watch-mon): Monitor and analyze dApps on Monad testnet with real-time insights and Web3 integration.
- [soub4i/kdebug-mcp](https://github.com/soub4i/kdebug-mcp): KDebug leverages MCP to enable AI-driven interaction with Kubernetes clusters, allowing users to execute commands and monitor resources through conversational AI.
- [agentience/ts-pkg-distro](https://github.com/agentience/ts-pkg-distro): Facilitates TypeScript package distribution to npm with step-by-step guidance and integration with Roo Code's Boomerang Mode.
- [toyamarinyon/deepwiki-mcp](https://github.com/toyamarinyon/deepwiki-mcp): Facilitates integration with deepwiki through a customizable MCP server interface.
- [ramosjuan24/mcp-server-azure-devops](https://github.com/ramosjuan24/mcp-server-azure-devops): Facilitates AI-driven interactions with Azure DevOps through a standardized protocol, enabling seamless management of DevOps resources and workflows.
- [InstantMCP/midjourney-sse](https://github.com/InstantMCP/midjourney-sse): Deploy a remote MCP server on Cloudflare Workers without authentication, enabling seamless integration with Cloudflare AI Playground and local MCP clients.
- [XiaofengXie16/xiaofeng-mcp](https://github.com/XiaofengXie16/xiaofeng-mcp): Deploy a remote MCP server on Cloudflare Workers with OAuth login, enabling seamless integration with tools like Claude Desktop.
- [CodeAlive-AI/codealive-mcp](https://github.com/CodeAlive-AI/codealive-mcp): Enhances AI clients with enriched context from your project's codebase for advanced semantic code search and interaction.
- [kohasummons/paystack-mcp](https://github.com/kohasummons/paystack-mcp): Facilitates AI agent interactions with Paystack services through standardized MCP clients for seamless payment processing and customer management.
- [coilybits/notes-mcp-server](https://github.com/coilybits/notes-mcp-server): Facilitates AI assistants in securely managing and interacting with notes using Apache Ignite for persistence.
- [kxkaloo/solana-mcp](https://github.com/kxkaloo/solana-mcp): Facilitates AI-driven interactions with the Solana blockchain, enabling seamless execution of transactions and management of wallets through a standardized interface.
- [HirasawaGen/mcp_ros2](https://github.com/HirasawaGen/mcp_ros2): Enables LLMs to control ROS2 robots using MCP with tools for locating, moving, and capturing images.
- [alihassanml/Duckduckgo-with-MCP](https://github.com/alihassanml/Duckduckgo-with-MCP): Utilizes DuckDuckGo MCP Server with LangChain Groq LLM for intelligent search tasks.
- [InstantMCP/test](https://github.com/InstantMCP/test): Deploy a remote MCP server on Cloudflare Workers without authentication, enabling seamless integration with Cloudflare AI Playground and local MCP clients.
- [RusianHu/GitHubDailyTrendingFetcher-mcp](https://github.com/RusianHu/GitHubDailyTrendingFetcher-mcp): Fetches detailed information on GitHub's daily trending repositories using the FastMCP framework, allowing for efficient content summarization and token savings.
- [AdirD/hilanet-mcp](https://github.com/AdirD/hilanet-mcp): A satirical MCP server offering HR-related tools for a corporate dystopia, built with fastMCP.
- [yoyooyooo/cf-mcp-server](https://github.com/yoyooyooo/cf-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [supermaodou/mcp-demo](https://github.com/supermaodou/mcp-demo): A Spring Boot-based server providing course data query services through a defined tool interface.
- [xysele/worker-mcp-sse](https://github.com/xysele/worker-mcp-sse): Deploy a remote MCP server on Cloudflare Workers without authentication, enabling seamless integration with Cloudflare AI Playground and local MCP clients.
- [yukilab2/read_rules_thru_mcp](https://github.com/yukilab2/read_rules_thru_mcp): Facilitates AI clients in accessing rule data via a local MCP server.
- [leighmcculloch/mcp-gemini](https://github.com/leighmcculloch/mcp-gemini): Facilitates communication between Claude and Google's Gemini using the Claude Model Context Protocol.
- [larryhudson/simple-notion-mcp-server](https://github.com/larryhudson/simple-notion-mcp-server): Facilitates AI assistant interactions with Notion by converting pages to Markdown for enhanced LLM processing.
- [PaDev1/Nina_advanced_api_mcp](https://github.com/PaDev1/Nina_advanced_api_mcp): Facilitates AI-driven control of astrophotography equipment via the N.I.N.A. Advanced API, enabling seamless integration with AI agents.
- [razorpay/razorpay-mcp-server](https://github.com/razorpay/razorpay-mcp-server): Facilitates seamless integration with Razorpay APIs for advanced payment processing and AI tool interaction.
- [jetshift/jetshift-mcp-server](https://github.com/jetshift/jetshift-mcp-server): Facilitates comprehensive management and communication with JetShift through MCP server capabilities.
- [yinzhouzhi/webapi-mcp-server](https://github.com/yinzhouzhi/webapi-mcp-server): Transforms traditional Web APIs into MCP servers, enabling seamless integration with large models without additional interface development.
- [UDILGU/MCP-server-with-image](https://github.com/UDILGU/MCP-server-with-image): Facilitates seamless integration of Figma design data into coding environments, enhancing AI-driven design implementation.
- [feodal01/task-tracker-mcp](https://github.com/feodal01/task-tracker-mcp): Empower LLM agents to efficiently manage tasks through a unified task management system.
- [Paul-M-Kallarackal/marchina-mcp](https://github.com/Paul-M-Kallarackal/marchina-mcp): Facilitates seamless project creation for guest users by integrating with the Marchina backend through a Model Context Protocol server.
- [ferdousbhai/wsb-analyst-mcp](https://github.com/ferdousbhai/wsb-analyst-mcp): Provides real-time analysis of WallStreetBets data for integration with LLM clients like Claude.
- [pisuthd/hedera-mcp](https://github.com/pisuthd/hedera-mcp): Facilitates seamless interaction with the Hedera blockchain through AI models using the Hedera Agent Kit.
- [Demontie/my-first-mcp](https://github.com/Demontie/my-first-mcp): A MCP server that interfaces with the DummyJSON API to retrieve and filter product data.
- [kevinflynn0503/cursor-copilot](https://github.com/kevinflynn0503/cursor-copilot): Enhance your VSCode experience with AI-driven document and prompt generation services, streamlining development workflows.
- [pcnfernando/openapi-to-mcp-server](https://github.com/pcnfernando/openapi-to-mcp-server): Facilitates interaction between OpenAPI specifications and MCP clients by dynamically converting API endpoints into callable functions for LLMs.
- [grocco/remote-mcp-server](https://github.com/grocco/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [yoelbassin/gnuradioMCP](https://github.com/yoelbassin/gnuradioMCP): Empowers automated and AI-driven creation of GNURadio flowgraphs, integrating seamlessly with LLMs and automation frameworks.
- [RmMargt/searchapi-mcp-agent](https://github.com/RmMargt/searchapi-mcp-agent): Integrates multiple search API tools using the A2A protocol, bridging AI assistants with search services for tasks like map searches and flight queries.
- [djimit/agenticMCP](https://github.com/djimit/agenticMCP): AgenticMCP facilitates seamless integration and automation across diverse services, enabling dynamic and intelligent workflows through a unified Management Control Panel.
- [devinellis/remote-mcp-server](https://github.com/devinellis/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [Qwerty55555sa5/Sarymcl](https://github.com/Qwerty55555sa5/Sarymcl): Showcases reference implementations of the Model Context Protocol, enabling secure and controlled access for LLMs to various tools and data sources.
- [ghsaboias/remote-mcp-server-authless](https://github.com/ghsaboias/remote-mcp-server-authless): Deploy a remote MCP server on Cloudflare Workers without authentication, enabling seamless integration with Cloudflare AI Playground and local MCP clients.
- [unblockdai/remote-mcp-server-authless](https://github.com/unblockdai/remote-mcp-server-authless): Deploy a remote MCP server on Cloudflare Workers without authentication, enabling seamless integration with Cloudflare AI Playground and local MCP clients.
- [bionboy/mcp-google-contacts](https://github.com/bionboy/mcp-google-contacts): Facilitates integration with Google Contacts through a customizable MCP server, requiring Google Cloud setup and API credentials.
- [jasonmeverett/cloudera-ai-agent-studio-mcp](https://github.com/jasonmeverett/cloudera-ai-agent-studio-mcp): Facilitates dynamic workflow management and integration for Cloudera AI's Agent Studio through a lightweight MCP bridge.
- [gemacjr/mcp-gmail-server](https://github.com/gemacjr/mcp-gmail-server): Java-based MCP server enabling natural language email queries via Claude Desktop, integrating with Gmail using secure OAuth2 authentication.
- [basehub-ai/example-remote-mcp-server](https://github.com/basehub-ai/example-remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [Emirhankalafat/Food-Mcp](https://github.com/Emirhankalafat/Food-Mcp): A modern nutrition tracking assistant that integrates with Claude AI using MCP for managing dietary data through natural language queries.
- [deseti/MCP-MONI](https://github.com/deseti/MCP-MONI): Facilitates seamless blockchain operations on the Monad testnet through natural language commands and AI integration.
- [mounirelbakkali1/mcp-server-101](https://github.com/mounirelbakkali1/mcp-server-101): Facilitates AWS account management and GitHub integration through a customizable MCP server setup for Claude Desktop.
- [akream/mcpgo](https://github.com/akream/mcpgo): A Go-based MCP server delivering random cat facts to LLMs like Claude.
- [dinasaur404/remote-mcp-server-authless-transport](https://github.com/dinasaur404/remote-mcp-server-authless-transport): Deploy a remote MCP server on Cloudflare Workers without authentication, enabling seamless integration with Cloudflare AI Playground and local MCP clients.
- [mohammadgholampour/convert-figma-code-cursor](https://github.com/mohammadgholampour/convert-figma-code-cursor): Facilitates seamless communication between Cursor AI and Figma for programmatic design modifications.
- [Paulhb7/mcp-sequential-ethical-thinking](https://github.com/Paulhb7/mcp-sequential-ethical-thinking): Facilitates structured ethical reasoning through deontological and consequentialist analysis, enabling moral judgment simulation and AI alignment.
- [ttommyth/interactive-mcp](https://github.com/ttommyth/interactive-mcp): Facilitates interactive communication between LLMs and users through local prompts, chat, and notifications.
- [alontu/tuval-remote-mcp-server](https://github.com/alontu/tuval-remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [ChangooLee/mcp-naver-news](https://github.com/ChangooLee/mcp-naver-news): Facilitates secure, context-based AI interactions with Naver News through a Model Context Protocol server.
- [wmxl/mcp-weather](https://github.com/wmxl/mcp-weather): A Java-based MCP server offering weather forecasts and alerts using the US National Weather Service API.
- [Norcim133/OutlookMCPServer](https://github.com/Norcim133/OutlookMCPServer): Facilitates seamless integration of Microsoft 365 mail and calendar functionalities with Claude Desktop using the Microsoft Graph API.
- [Overseer66/comfyui-mcp-server](https://github.com/Overseer66/comfyui-mcp-server): Integrates ComfyUI with MCP, enabling seamless workflow execution and image processing through customizable tools.
- [SachetRay/databricks_mcp](https://github.com/SachetRay/databricks_mcp): Facilitates seamless interaction between Claude in Cursor and Databricks workspaces, enabling SQL query execution and workspace management.
- [DusKing1/howtocook-py-mcp](https://github.com/DusKing1/howtocook-py-mcp): A Python-based recipe assistant MCP server using FastMCP to recommend recipes and plan meals.
- [Contrast-Security-OSS/mcp-contrast](https://github.com/Contrast-Security-OSS/mcp-contrast): Facilitates the remediation of vulnerabilities by integrating Contrast Security's data with AI agents and coding tools.
- [Hajime-Y/multiagents-thinking](https://github.com/Hajime-Y/multiagents-thinking): Facilitates multi-agent thinking by leveraging specialist agents for parallel task execution and diverse problem-solving strategies.
- [thnico/mcp-ashby](https://github.com/thnico/mcp-ashby): Facilitates seamless interaction between LLMs and Ashby's ATS for efficient candidate and job management.
- [devjiel/mcp-google-calendar-server](https://github.com/devjiel/mcp-google-calendar-server): Facilitates interaction with Google Calendar through a simple MCP server.
- [asrvd/flux](https://github.com/asrvd/flux): Flux enhances AI-based AO tool calling by integrating seamlessly with existing development tools and editors through a robust MCP server.
- [ChizhongWang/secondKarlMarx](https://github.com/ChizhongWang/secondKarlMarx): A distributed training project for fine-tuning large language models on Marxist theory, featuring remote access via MCP.
- [mgalang/foli_mcp_server](https://github.com/mgalang/foli_mcp_server): Facilitates querying upcoming bus schedules through the FOLI API for LLM applications like Claude Desktop.
- [f2c-ai/f2c-mcp](https://github.com/f2c-ai/f2c-mcp): Facilitates AI coding assistants in transforming Figma design data into HTML/CSS using the Model Context Protocol.
- [bijoysijo/uh-mcp](https://github.com/bijoysijo/uh-mcp): Facilitates integration of custom tools with Claude Desktop through a Python-based MCP server setup.
- [noditlabs/nodit-mcp-server](https://github.com/noditlabs/nodit-mcp-server): Facilitates AI agents' interaction with multi-chain blockchain data through Nodit's Web3 APIs, enabling seamless access to structured blockchain contexts.
- [inventer-dev/mcp-internet-speed-test](https://github.com/inventer-dev/mcp-internet-speed-test): Enables AI models and agents to perform comprehensive internet speed measurements and network performance analysis.
- [VerveMind/vervepaint-mcp-server](https://github.com/VerveMind/vervepaint-mcp-server): Deploy and manage a remote MCP server on Cloudflare Workers with OAuth login and integration with Claude Desktop.
- [kiskander/mcp-network-assistant](https://github.com/kiskander/mcp-network-assistant): Facilitates network engineers in accessing structured network knowledge through an MCP server, enabling integration with LLMs like Claude for Desktop.
- [LuizBranco-ClickHype/mcp-vps](https://github.com/LuizBranco-ClickHype/mcp-vps): Automated installation script for an MCP Server on Ubuntu VPS, enabling remote connections and integration with Cursor AI.
- [cquilumbacmc/mi-super-agente-86](https://github.com/cquilumbacmc/mi-super-agente-86): A comprehensive collection of reference implementations for the Model Context Protocol, showcasing secure and controlled access to tools and data sources for Large Language Models.
- [danielscholl/just-prompt-mcp](https://github.com/danielscholl/just-prompt-mcp): A lightweight server offering unified access to leading LLM providers like OpenAI and Anthropic.
- [mstc-xqp/secdoc](https://github.com/mstc-xqp/secdoc): Access SEC EDGAR database filings via a simple API, enabling searches by CIK and retrieval of filing documents with optional filters.
- [suryanshp1/mcpcrashcourse](https://github.com/suryanshp1/mcpcrashcourse): A Python SDK crash course demonstrating the setup and operation of an MCP server with integration examples for weather data queries.
- [ketchupRilla/cursorTest](https://github.com/ketchupRilla/cursorTest): Facilitates seamless communication between Cursor AI and Figma for automated design modifications and interactions.
- [kristofferv98/Mcp_calender_agent](https://github.com/kristofferv98/Mcp_calender_agent): Enhance your macOS calendar management with an AI agent using OpenAI SDK for seamless event creation and schedule management.
- [vipink1203/mcp-github-enterprise](https://github.com/vipink1203/mcp-github-enterprise): Empower AI agents to manage GitHub Enterprise licenses, users, and organizations with secure data access and analytics.
- [Idanref/mcp-server-example](https://github.com/Idanref/mcp-server-example): Facilitates integration with Claude and other LLMs through a customizable MCP server setup.
- [perrymanuk/radbot](https://github.com/perrymanuk/radbot): RadBot is a self-hosted AI agent designed for homelab environments, offering memory persistence, service integrations, and home automation control via the MCP protocol.
- [NoxFr/jira-mcp-server](https://github.com/NoxFr/jira-mcp-server): Facilitates seamless synchronization and interaction with Jira data through an MCP interface, supporting both SSE and stdio communication modes.
- [kukapay/bridge-rates-mcp](https://github.com/kukapay/bridge-rates-mcp): Delivers real-time cross-chain bridge rates and optimal transfer routes for onchain AI agents.
- [goldenhomeshare/my-full-stack-app](https://github.com/goldenhomeshare/my-full-stack-app): A production-ready Next.js template with integrated authentication, Stripe payments, and Supabase, featuring AI-powered development capabilities through MCP.
- [mia303/remote-mcp-server-authless](https://github.com/mia303/remote-mcp-server-authless): Deploy a remote MCP server on Cloudflare Workers without authentication, enabling seamless integration with Cloudflare AI Playground and local MCP clients.
- [nbbaier/remote-mcp-server-authless](https://github.com/nbbaier/remote-mcp-server-authless): Deploy a remote MCP server on Cloudflare Workers without authentication, enabling seamless integration with Cloudflare AI Playground and local MCP clients.
- [DSchau/coingecko-mcp-demo](https://github.com/DSchau/coingecko-mcp-demo): A Postman Agent Generator-based MCP server that automates API tool exposure for MCP-compatible clients, with Docker support for production deployment.
- [dfeirstein/image-creator-mcp](https://github.com/dfeirstein/image-creator-mcp): Enables AI clients to generate and edit images using OpenAI models, saving them directly to a specified project directory.
- [Centinol-alt/flutter_mcp_server](https://github.com/Centinol-alt/flutter_mcp_server): Facilitates AI-driven automation and remote development for Dart and Flutter by exposing SDK tools as programmable endpoints.
- [coredevsushant/mcp.example](https://github.com/coredevsushant/mcp.example): Connects Claude AI with a .NET Web API for real-time data exchange using Model Context Protocol.
- [dinasaur404/remote-mcp-server-authless-2](https://github.com/dinasaur404/remote-mcp-server-authless-2): Deploy a remote MCP server on Cloudflare Workers without authentication, enabling seamless integration with Cloudflare AI Playground and Claude Desktop.
- [gyyzzz/mcp_client_by_openai](https://github.com/gyyzzz/mcp_client_by_openai): This repository is a personal project for learning and practicing the Model Context Protocol (MCP) using OpenAI's API.
- [Cognitive-Stack/search-stock-news-mcp](https://github.com/Cognitive-Stack/search-stock-news-mcp): Facilitates real-time stock news searches with customizable filters via Tavily API, leveraging type-safe operations and seamless integration with MCP clients.
- [Atomnaphat/mcp_sketchup](https://github.com/Atomnaphat/mcp_sketchup): Integrates Sketchup with Claude AI for interactive 3D modeling and scene manipulation using the Model Context Protocol.
- [MaratMingazov/miro-mcp-server](https://github.com/MaratMingazov/miro-mcp-server): Facilitates AI-driven collaboration on Miro boards by enabling real-time interaction with board widgets through the MCP protocol.
- [pekotidev/mcp_server](https://github.com/pekotidev/mcp_server): Facilitates AI-enhanced document and web search through Azure services, seamlessly integrating with Claude Desktop.
- [thirdlf03/my-mcp](https://github.com/thirdlf03/my-mcp): A remote MCP server with integrated GitHub OAuth, deployable on Cloudflare, enabling secure tool access for authenticated users.
- [mallochio/openml-mcp-server](https://github.com/mallochio/openml-mcp-server): Facilitates interaction with OpenML API endpoints through MCP tools for seamless data and task queries.
- [aryashubhanshu/zerodha-mcp](https://github.com/aryashubhanshu/zerodha-mcp): Facilitates interaction with the Zerodha exchange through a Model Context Protocol server.
- [etaek/mcp-client](https://github.com/etaek/mcp-client): A versatile MCP client enabling seamless integration with Azure OpenAI and AWS Bedrock for interacting with multiple MCP servers.
- [AVIMBU/uptime_agent_mcp](https://github.com/AVIMBU/uptime_agent_mcp): Facilitates seamless integration of Uptime Agent monitoring with AI assistants for real-time system status checks and incident management.
- [nick-wati/shopify-mcp](https://github.com/nick-wati/shopify-mcp): Facilitates AI-driven product search and recommendations for Shopify stores using real-time communication.
- [sosanzma/SmartCityMCP](https://github.com/sosanzma/SmartCityMCP): Provides real-time urban data from Valencia, including traffic, bike-sharing, air quality, and weather, for integration with LLMs like Claude.
- [nakat-t/notify-completion-mcp-server](https://github.com/nakat-t/notify-completion-mcp-server): Facilitates task completion notifications for AI agents, ensuring users are alerted when long-running tasks finish.
- [spinay/FIGMA_MCP](https://github.com/spinay/FIGMA_MCP): Enhance AI coding tools by integrating Figma design data for precise one-shot design implementations.
- [volcengine/mcp-imagex](https://github.com/volcengine/mcp-imagex): Integrates Volcengine services into LLM model contexts for direct image resource management and processing.
- [SafiePublic/safie-api-mcp-server](https://github.com/SafiePublic/safie-api-mcp-server): Facilitates AI agents in accessing and managing images and events from Safie camera devices.
- [glenngillen/mcpmcp-server](https://github.com/glenngillen/mcpmcp-server): Facilitates the discovery, setup, and integration of MCP servers with various clients to enhance AI-driven workflows.
- [Rish-it/Notes-MCP](https://github.com/Rish-it/Notes-MCP): Facilitates natural language interaction with Apple Notes via Claude MCP integration, enabling note creation, updating, deletion, and search.
- [taubermatt/my-mcp-server](https://github.com/taubermatt/my-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [ClockworkTree/remote-mcp-server](https://github.com/ClockworkTree/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [ready4god2513/deskmcp](https://github.com/ready4god2513/deskmcp): Facilitates AI-driven interactions with Teamwork Desk through a standardized protocol, enabling seamless management of support tickets and customer data.
- [jaesharp/document-understanding-mcp-server](https://github.com/jaesharp/document-understanding-mcp-server): Facilitates AI-driven document analysis by enabling text, metadata, and layout extraction from PDFs through a standardized protocol.
- [rtbui2012/google-mcp-server](https://github.com/rtbui2012/google-mcp-server): Facilitates AI assistant integration with Google APIs through a Model Context Protocol server, enabling web and image searches via Google Custom Search.
- [yuyao1999/rt-prompt-mcp](https://github.com/yuyao1999/rt-prompt-mcp): Enhances LLM content generation with domain-specific prompt suggestions for backend, frontend, and general development contexts.
- [chungoid/chungoid](https://github.com/chungoid/chungoid): Chungoid orchestrates a stage-based workflow for bootstrapping new software projects, enabling an LLM agent to operate with structured autonomy through detailed prompts.
- [tiovikram/gumloop-mcp](https://github.com/tiovikram/gumloop-mcp): Facilitates AI-driven automation management via Gumloop's API, offering flow management, workspace discovery, and file operations.
- [samharshe/arweave-storage-sdk-mcp-server](https://github.com/samharshe/arweave-storage-sdk-mcp-server): Integrates MCP hooks with the Arweave Storage SDK for enhanced storage capabilities.
- [ashwinjo/l23-chatbot-streamlit](https://github.com/ashwinjo/l23-chatbot-streamlit): The repository provides a unified client library to connect any LLM to MCP servers, enabling the creation of custom agents with tool access.
- [elwrush/elwrush-mcp-server](https://github.com/elwrush/elwrush-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [madupay/mcp-sanctions](https://github.com/madupay/mcp-sanctions): A sanctions screening API server utilizing OFAC API for risk assessments, ready for Claude integration.
- [ashwinjo/ixnetworkmanagement-mcp](https://github.com/ashwinjo/ixnetworkmanagement-mcp): A FastAPI application providing real-time IxNetwork chassis inventory and metrics via a REST API with MCP integration.
- [jonigl/mcp-client-for-ollama](https://github.com/jonigl/mcp-client-for-ollama): A Python client for interacting with MCP servers using Ollama, enabling local LLMs to utilize tools.
- [PromptMixerDev/usekeen-mcp](https://github.com/PromptMixerDev/usekeen-mcp): Facilitates AI-driven documentation search for packages and services via the UseKeen API.
- [threepointone/remote-mcp-server](https://github.com/threepointone/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [TusharShahi/mcp-jira](https://github.com/TusharShahi/mcp-jira): Facilitates seamless integration with Jira for creating tickets and fetching project information through an MCP server.
- [osvfelices/mcp-mysql-proxy](https://github.com/osvfelices/mcp-mysql-proxy): A high-performance MCP server enabling secure AI-driven access to MySQL databases with integration support for tools like Cursor and OpenAI Codex.
- [square/square-mcp-server](https://github.com/square/square-mcp-server): Facilitates AI assistant interactions with Square's API ecosystem through the Model Context Protocol.
- [prithvidbox/darwinbox-mcp](https://github.com/prithvidbox/darwinbox-mcp): Facilitates seamless interaction with Darwinbox HRMS for managing employee data, attendance, and leave through a standardized interface.
- [TykTechnologies/api-to-mcp](https://github.com/TykTechnologies/api-to-mcp): Transforms OpenAPI specifications into dynamic MCP servers, enabling seamless AI assistant interaction with APIs.
- [plucked/nuget-context-server](https://github.com/plucked/nuget-context-server): A .NET-based MCP server that provides detailed insights into NuGet package dependencies for .NET projects, facilitating seamless integration with AI tools and development environments.
- [PredictabilityAtScale/remote-mcp-server](https://github.com/PredictabilityAtScale/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool invocation.
- [xixian/mcp-on-edge](https://github.com/xixian/mcp-on-edge): Leverage EdgeOne Pages Functions to create an intelligent chat application with a complete MCP workflow, featuring a streamable HTTP server and client for seamless context management.
- [jacobwoodward/remote-mcp-server](https://github.com/jacobwoodward/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [jacobwoodward/airtable-mcp](https://github.com/jacobwoodward/airtable-mcp): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [matlafu/taboola_mcp](https://github.com/matlafu/taboola_mcp): Connects Taboola Advertising API with AI assistants for natural language campaign data analysis.
- [RyanNg1403/mcp-server-logical-solver](https://github.com/RyanNg1403/mcp-server-logical-solver): Integrates MCP servers with Prover9/Mace4 to enhance logical reasoning capabilities using LLMs and formal theorem proving.
- [kamusis/mcp-postgres-full-access-extended](https://github.com/kamusis/mcp-postgres-full-access-extended): A robust PostgreSQL server adapter for MCP, enabling LLMs to perform comprehensive read/write operations with advanced schema insights and transaction safety.
- [danielscholl/aider-mcp-server](https://github.com/danielscholl/aider-mcp-server): Leverages Aider to provide AI-driven coding capabilities via a standardized API, optimizing model-specific tasks for efficient code generation.
- [samitmohan/spotify-mcp](https://github.com/samitmohan/spotify-mcp): Integrates Spotify with LLMs to enable advanced music playback controls, playlist management, and smart recommendations via MCP.
- [jiucai233/oss_mid](https://github.com/jiucai233/oss_mid): Facilitates Claude's interaction with the LearnUs platform, automating login and data retrieval while integrating with Notion.
- [tsdata/openwebui-mcpo-demo](https://github.com/tsdata/openwebui-mcpo-demo): Integrates OpenWebUI with an MCP server using Docker Compose, offering a web interface for local Ollama models and OpenAI API.
- [naruebaet/thai-plate-prophecy-go-mcp](https://github.com/naruebaet/thai-plate-prophecy-go-mcp): Facilitates prophecy predictions based on Thai license plate numbers through an MCP server.
- [Meerkats-Ai/neverbounce-mcp-server](https://github.com/Meerkats-Ai/neverbounce-mcp-server): Integrates with the NeverBounce API to provide email validation capabilities via MCP.
- [caict-4iot-dev/xinghuo-mcp-server](https://github.com/caict-4iot-dev/xinghuo-mcp-server): Facilitates interaction with the Xinghuo BIF Blockchain Test Network through a TypeScript-based MCP server, offering tools for blockchain data retrieval and a notes system for efficient data management.
- [Meerkats-Ai/ocean-io-mcp-server](https://github.com/Meerkats-Ai/ocean-io-mcp-server): Integrates with Ocean.io API to identify lookalike companies using MCP.
- [Meerkats-Ai/icypeas-mcp-server](https://github.com/Meerkats-Ai/icypeas-mcp-server): Integrates with the Icypeas API to find work emails using name and company information.
- [bondzhan/mcp-client-demo1](https://github.com/bondzhan/mcp-client-demo1): A Node.js client implementation for connecting applications to various MCP servers, enabling interaction through large language models.
- [Meerkats-Ai/hunter-io-mcp-server](https://github.com/Meerkats-Ai/hunter-io-mcp-server): Integrates with Hunter.io API to provide email finding and verification capabilities.
- [mahdin75/geoserver-mcp](https://github.com/mahdin75/geoserver-mcp): Connects LLMs to GeoServer REST API for geospatial data interaction and visualization.
- [wuye-ai/mcp-server-wuye-ai](https://github.com/wuye-ai/mcp-server-wuye-ai): CRIC物业AI MCP Server offers intelligent AI assistance for the property industry, integrating multimodal models and RAG technology to provide industry research, legal insights, community governance, project management, and content creation capabilities.
- [catapulta-sh/catapulta-mcp](https://github.com/catapulta-sh/catapulta-mcp): Facilitates AI-driven Web3 smart contract deployments through a secure MCP server interface integrated with Catapulta CLI.
- [MCP-Forge/nutritionix-mcp-server](https://github.com/MCP-Forge/nutritionix-mcp-server): Facilitates AI-driven food and nutrition data retrieval by integrating the Nutritionix API with MCP-compatible tools.
- [aswinthulasir/github-mcp-docker](https://github.com/aswinthulasir/github-mcp-docker): Facilitates advanced automation and interaction with GitHub APIs through Docker-based MCP server integration.
- [ipoyang7/remote-mcp-server](https://github.com/ipoyang7/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login, enabling seamless integration with Claude Desktop and MCP Inspector.
- [jason890317/issue-search-mcp](https://github.com/jason890317/issue-search-mcp): Facilitates natural language and ID-based searches for JIRA issues, offering synchronization and suggestion capabilities.
- [en-o/temp](https://github.com/en-o/temp): Facilitates querying books by author name through a web interface using an MCP server-client architecture.
- [ldybyz/remote-mcp-server](https://github.com/ldybyz/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [ch1nhpd/Pentest-Tools-MCP-Server](https://github.com/ch1nhpd/Pentest-Tools-MCP-Server): Facilitates penetration testing with a suite of tools for directory scanning, vulnerability assessment, and API testing, integrated with LLM clients like Claude Desktop.
- [LiteraturePro/mcp-server](https://github.com/LiteraturePro/mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [Bai-ee/Figma_MCP_V3](https://github.com/Bai-ee/Figma_MCP_V3): Facilitates seamless communication between Cursor AI and Figma for automated design modifications and interactions.
- [kenyon-wong/remote-mcp-server](https://github.com/kenyon-wong/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [kelvingao/arxiv-mcp](https://github.com/kelvingao/arxiv-mcp): Facilitates AI-driven academic research by enabling keyword-based search, retrieval, and analysis of arXiv papers.
- [keegancsmith/linear-issues-mcp-server](https://github.com/keegancsmith/linear-issues-mcp-server): Provides AI assistants with read-only access to Linear issues using API tokens.
- [frankcrypto2023/aiagent](https://github.com/frankcrypto2023/aiagent): AI Agent integrates with external tools using MCP to enhance backend service capabilities for intelligent data retrieval and processing.
- [Omarzipan/remote-mcp-server](https://github.com/Omarzipan/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [vgrund/quickstart_mcpserver_vibe_coding](https://github.com/vgrund/quickstart_mcpserver_vibe_coding): Provides weather alerts and forecasts using the National Weather Service API, integrated with Claude for Desktop.
- [cashsun/hanabi](https://github.com/cashsun/hanabi): Hanabi CLI offers a versatile command line interface for engaging with LLMs, featuring robust MCP server integration for enhanced AI interactions.
- [shikharbsar/github-oauth](https://github.com/shikharbsar/github-oauth): A remote MCP server with integrated GitHub OAuth, deployable on Cloudflare, enabling secure user authentication and tool access management.
- [mercadolibre/demo-mercadopago-mcp-server](https://github.com/mercadolibre/demo-mercadopago-mcp-server): Facilitates the integration of Mercado Pago into applications using a Model Context Protocol server.
- [pymupdf/pymupdf4llm-mcp](https://github.com/pymupdf/pymupdf4llm-mcp): Facilitates the conversion of PDFs to markdown for LLMs using an MCP server.
- [lkisabeth/nationwide-interview](https://github.com/lkisabeth/nationwide-interview): Facilitates interaction with AWS Bedrock's Prompt Management for generative AI assistants, enabling prompt discovery, creation, and updates.
- [Shopify/consumer-agent-mcp](https://github.com/Shopify/consumer-agent-mcp): Facilitates communication between LLM agents and MCP servers through a stdio bridge supporting various authentication methods.
- [thesubtleties/claudebatch](https://github.com/thesubtleties/claudebatch): A command-line tool for batch processing with Claude AI, featuring an MCP server for generating structured learning resources.
- [AdelinoBard/ABM_08_McpTimeServer](https://github.com/AdelinoBard/ABM_08_McpTimeServer): A .NET-based MCP server designed to enhance LLM capabilities by providing specialized time information and integrating with external tools like Cursor IDE.
- [johnhenry/memories-lane](https://github.com/johnhenry/memories-lane): Facilitates seamless sharing of conversation context across interactions with LLMs, supporting structured content and customizable prompts.
- [darinkishore/Inbox-MCP](https://github.com/darinkishore/Inbox-MCP): Facilitates AI-driven email management and automation through natural language commands, leveraging Nylas for seamless integration with major email services.
- [cyclops-ui/mcp-cyclops](https://github.com/cyclops-ui/mcp-cyclops): Cyclops MCP empowers AI agents to efficiently manage Kubernetes applications by abstracting complexity and ensuring production-ready configurations.
- [colorcubbies/binge-eating-helper](https://github.com/colorcubbies/binge-eating-helper): A task management system for AI-driven development with Claude, seamlessly integrating with Cursor AI through MCP.
- [imprvhub/mcp-claude-hackernews](https://github.com/imprvhub/mcp-claude-hackernews): Facilitates interaction between Claude Desktop and Hacker News, enabling users to browse, view, and read stories and comments seamlessly.
- [steve72637/remote-mcp-server](https://github.com/steve72637/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [JorgeVanco/Scheduler-MCP](https://github.com/JorgeVanco/Scheduler-MCP): Facilitates seamless scheduling and task management by integrating Google Calendar and Tasks with language models.
- [awell-health/remote-mcp-server](https://github.com/awell-health/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login, enabling seamless integration with tools like Claude Desktop.
- [JordanDalton/composer-mcp-server](https://github.com/JordanDalton/composer-mcp-server): Enhance your PHP development with AI-driven Composer package installation, offering intelligent setup guidance and seamless integration with MCP clients.
- [ptelang/osv-mcp](https://github.com/ptelang/osv-mcp): Integrates OSV data with AI assistants and LLMs to enhance vulnerability management capabilities.
- [PyneSys/claude_autoapprove_mcp](https://github.com/PyneSys/claude_autoapprove_mcp): Enhances Claude Desktop with auto-approve functionality by injecting JavaScript via an MCP server.
- [Meerkats-Ai/hatch-mcp-server](https://github.com/Meerkats-Ai/hatch-mcp-server): Facilitates Hatch API integration for finding and verifying contact information and company data.
- [Meerkats-Ai/google-docs-mcp-server](https://github.com/Meerkats-Ai/google-docs-mcp-server): Facilitates seamless integration with Google Docs API, enabling AI assistants to manage documents through creation, retrieval, updating, and sharing functionalities.
- [HappyHackingSpace/mcp-hydra](https://github.com/HappyHackingSpace/mcp-hydra): HydraMCP is a cybersecurity toolkit that leverages AI to enhance security research and analysis through the Model Context Protocol.
- [simonx1/ruby-mcp-client](https://github.com/simonx1/ruby-mcp-client): A Ruby client for the Model Context Protocol (MCP) enabling integration with external tools and services via a standardized protocol.
- [r-huijts/opentk-mcp](https://github.com/r-huijts/opentk-mcp): Facilitates AI-driven exploration and analysis of Dutch parliamentary data via a standardized interface.
- [PatrickPalmer/MayaMCP](https://github.com/PatrickPalmer/MayaMCP): Facilitates AI-driven control of Autodesk Maya through natural language commands using the Model Context Protocol.
- [perses/mcp-server](https://github.com/perses/mcp-server): Facilitates standardized interaction between LLM hosts and the Perses Application through a local MCP server.
- [chendatony31/mcp-request](https://github.com/chendatony31/mcp-request): Facilitates seamless integration of multiple HTTP APIs into a single MCP server, streamlining API management and reducing setup overhead.
- [help116114/hunter-mcp-server](https://github.com/help116114/hunter-mcp-server): Facilitates AI assistants in querying internet-connected devices and services via the Hunter API.
- [DeemosTech/rodin-api-mcp](https://github.com/DeemosTech/rodin-api-mcp): Facilitates seamless interaction between AI models and the Rodin API through an MCP interface.
- [thecodeartificer/notion-mcp-modified](https://github.com/thecodeartificer/notion-mcp-modified): Enables AI assistants to seamlessly interact with Notion's API for managing content through natural language commands.
- [odinggg/weather-mcp](https://github.com/odinggg/weather-mcp): Provides weather forecasts and air quality data using OpenWeather API via an MCP server.
- [Excoriate/mcp-terragrunt-docs](https://github.com/Excoriate/mcp-terragrunt-docs): Provides AI agents with contextual information on Terragrunt documentation and GitHub issues using Deno and TypeScript.
- [NextFire/criteo-mcp-server](https://github.com/NextFire/criteo-mcp-server): Facilitates integration with Criteo's API using MCP server capabilities for retail media and marketing solutions.
- [Yash-synergy/mcp-pinecone](https://github.com/Yash-synergy/mcp-pinecone): Facilitates interaction with a Pinecone index through a Model Context Protocol server, enabling semantic search and document processing.
- [aswinthulasir/mcp-all-servers](https://github.com/aswinthulasir/mcp-all-servers): A comprehensive collection of reference implementations for the Model Context Protocol, showcasing its versatility in providing secure, controlled access to tools and data sources for LLMs.
- [lim6112j/uv_mcp_figma_aider](https://github.com/lim6112j/uv_mcp_figma_aider): Facilitates integration between Claude desktop app and Figma through MCP server configuration.
- [chemistwang/music-app](https://github.com/chemistwang/music-app): Integrates Figma and GitHub MCP servers to streamline front-end development workflows with React and styled-components.
- [help116114/fofa-mcp-server](https://github.com/help116114/fofa-mcp-server): Facilitates AI assistants in querying internet-connected devices and services via FoFa API through MCP.
- [cdgaete/pypsa-mcp](https://github.com/cdgaete/pypsa-mcp): Facilitates natural language-driven energy system modeling and optimization using PyPSA and LLMs.
- [sujal011/mobile-mcp](https://github.com/sujal011/mobile-mcp): A mobile-compatible backend and frontend UI for executing MCP tools, integrating tool calls into LLM responses, and supporting mobile device usage.
- [lpenguin/openai-mcp](https://github.com/lpenguin/openai-mcp): A TypeScript-based server for generating images using OpenAI's DALL-E 3 model via the Model Context Protocol.
- [touchlab/linear-mcp-integration](https://github.com/touchlab/linear-mcp-integration): Facilitates seamless interaction with the Linear API for managing issues, projects, and teams through AI agent tools.
- [TerminallyLazy/mcp-on-fhir-plus](https://github.com/TerminallyLazy/mcp-on-fhir-plus): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [mokso/enreachvoice_mcp](https://github.com/mokso/enreachvoice_mcp): Connects EnreachVoice API to AI using MCP protocol for seamless integration.
- [ainblockchain/mcp](https://github.com/ainblockchain/mcp): Facilitates AI Agents' interaction with the AI Network blockchain, enabling account management, transaction handling, and access to a shared memory system.
- [dbsxortime/mcp-weather-server](https://github.com/dbsxortime/mcp-weather-server): Provides real-time weather information for South Korea using the Korean Meteorological Administration API.
- [ErickMoraL/conexion_excel](https://github.com/ErickMoraL/conexion_excel): Facilitates remote Excel file editing via a REST API, integrating Claude Desktop, N8N, and Telegram for seamless CRUD operations.
- [pleska/ham-radio-assistant](https://github.com/pleska/ham-radio-assistant): Facilitates AI-driven ham radio operations with tools for callsign lookup and antenna bearing calculations.
- [HashkeyHSK/hsk-mcp](https://github.com/HashkeyHSK/hsk-mcp): Facilitates AI applications' interaction with the Hashkey Network by providing onchain tools and extensible third-party protocol integration.
- [drestrepom/mcp_graphql](https://github.com/drestrepom/mcp_graphql): Facilitates seamless interaction with GraphQL APIs by exposing each query as a distinct MCP tool, enabling standardized communication for MCP-compatible clients.
- [tutumomo/MCP-civil-tools](https://github.com/tutumomo/MCP-civil-tools): A Python server utilizing the MCP protocol to provide civil engineering calculations and queries, including Manning's coefficient, soil pressure, drainage flow, slope stability, and coordinate conversion, tailored for AI integration.
- [crimsonjoo/ollama-mcp-agent](https://github.com/crimsonjoo/ollama-mcp-agent): Leverage local LLM models with enhanced capabilities through Ollama MCP Agent, enabling tool call monitoring and streaming responses.
- [prathammanocha/wordpress-mcp-server](https://github.com/prathammanocha/wordpress-mcp-server): Facilitates AI-driven management of WordPress sites via REST API, enabling CRUD operations on posts, users, comments, and more.
- [Aayush-prog/MCP](https://github.com/Aayush-prog/MCP): Facilitates the execution of AI-driven tasks using MCP commands for enhanced automation.
- [daisuke-imedis/mcp-server](https://github.com/daisuke-imedis/mcp-server): Quickly set up a Model Context Protocol server to integrate with the Claude desktop app for weather queries.
- [ack-cf/cdn-demo](https://github.com/ack-cf/cdn-demo): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [ackriv/remote-mcp-server](https://github.com/ackriv/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [aaronsb/sequentialthinking-plus](https://github.com/aaronsb/sequentialthinking-plus): Facilitates dynamic problem-solving through a structured thinking process, allowing for revision and branching of ideas.
- [Aanerud/MCP-Microsoft-Office](https://github.com/Aanerud/MCP-Microsoft-Office): Facilitates natural language interaction with Microsoft 365 services using LLMs, providing a unified conversational interface for emails, calendar, documents, and more.
- [juehang/vscode-mcp-server](https://github.com/juehang/vscode-mcp-server): Exposes VS Code's editing and filesystem capabilities to MCP clients, enabling AI models to interact with code directly within the editor.
- [revit-mcp/revit-mcp-python](https://github.com/revit-mcp/revit-mcp-python): Facilitates AI-driven interactions with Revit projects using the MCP protocol, enabling data retrieval and element manipulation.
- [rinofitochs/plataforma-mcp](https://github.com/rinofitochs/plataforma-mcp): Integrates AI assistants with Odoo ERP systems via the Model Context Protocol, providing seamless access to Odoo data and functionality.
- [Sirjoshodevelops/Main-Mem0--center-MCP](https://github.com/Sirjoshodevelops/Main-Mem0--center-MCP): A template MCP server integrated with Mem0 to provide AI agents with persistent memory capabilities through semantic search.
- [etanlightstone/domino_mcp_server](https://github.com/etanlightstone/domino_mcp_server): Facilitates interaction with Domino Data Lab through Cursor, enabling job execution and status checks directly from the chat interface.
- [mkusaka/cloudflare-workers-remote-mcp-uuid-kuji](https://github.com/mkusaka/cloudflare-workers-remote-mcp-uuid-kuji): A remote MCP server on Cloudflare Workers offering standardized UUID generation tools for AI assistants and other applications.
- [lgazo/drawio-mcp-server](https://github.com/lgazo/drawio-mcp-server): Facilitates AI-driven diagram creation and management by integrating Draw.io's capabilities with MCP-compliant systems.
- [jeyanthanperiyasamy/jey-mcp-server](https://github.com/jeyanthanperiyasamy/jey-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [Premkumarbajaru/claude-MCP-server](https://github.com/Premkumarbajaru/claude-MCP-server): Provides real-time weather data integration with Claude for Desktop, featuring NWS alerts and 7-day forecasts.
- [kemier/mcp-uml](https://github.com/kemier/mcp-uml): UML-MCP facilitates seamless UML diagram generation through an MCP interface, supporting various diagram types and output formats.
- [mohemohe/tissue-mcp](https://github.com/mohemohe/tissue-mcp): Facilitates seamless integration with shikorism.net through a dedicated MCP server.
- [Gelembjuk/cleverchatty-cli](https://github.com/Gelembjuk/cleverchatty-cli): A command-line AI chat tool leveraging the CleverChatty package to interact with various LLMs and support external tool calls via MCP.
- [dailydaniel/pocket-mcp](https://github.com/dailydaniel/pocket-mcp): Pocket MCP Manager offers a streamlined interface for managing multiple MCP servers, enabling centralized control and seamless integration with AI tools through a single proxy server.
- [Gelembjuk/cleverchatty](https://github.com/Gelembjuk/cleverchatty): CleverChatty is a Go package that integrates MCP server support for AI chat systems, enabling seamless interaction with large language models across various platforms.
- [NamanSharma5/chatgpt_mcp_server](https://github.com/NamanSharma5/chatgpt_mcp_server): Facilitates shared memory for models using ChatGPT's memory capabilities, enabling integration with applications like Claude Desktop App.
- [Suprjack/context7-clone](https://github.com/Suprjack/context7-clone): Facilitates up-to-date documentation retrieval for LLMs and AI code editors through the Model Context Protocol.
- [ChangooLee/mcp-opendart](https://github.com/ChangooLee/mcp-opendart): Facilitates secure and contextual AI interactions with OpenDART for financial data retrieval and analysis.
- [nkwa/pay-js](https://github.com/nkwa/pay-js): Facilitates mobile money integration with AI applications by exposing SDK methods as tools for MCP server invocation.
- [xuyuanzhang1122/remote-mcp-server](https://github.com/xuyuanzhang1122/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [pongpisit/remote-mcp-server](https://github.com/pongpisit/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login, enabling seamless integration with tools like Claude Desktop.
- [happy-shine/my-mcp-server](https://github.com/happy-shine/my-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [nvsecurity/nightvision-mcp](https://github.com/nvsecurity/nightvision-mcp): Enables AI assistants to interact with the NightVision security platform for comprehensive security testing and vulnerability analysis.
- [vitthalr/github-copilot-talk-to-figma-mcp](https://github.com/vitthalr/github-copilot-talk-to-figma-mcp): Facilitates seamless integration between GitHub Copilot and Figma, enabling programmatic design modifications via a TypeScript MCP server and WebSocket communication.
- [bnb-chain/bnbchain-mcp](https://github.com/bnb-chain/bnbchain-mcp): Facilitates AI-driven interactions with BNB Chain and other EVM-compatible networks for blockchain development and management.
- [alexander-zuev/kollektiv-mcp](https://github.com/alexander-zuev/kollektiv-mcp): Kollektiv MCP server facilitates seamless document interaction and querying directly from IDEs using Cloudflare Workers and Supabase authentication.
- [ruslanmv/watsonx-rag-mcp-server](https://github.com/ruslanmv/watsonx-rag-mcp-server): A server that processes PDF documents using IBM Watsonx.ai and ChromaDB, enabling queries with context from the documents via MCP.
- [sidharth74659/POC](https://github.com/sidharth74659/POC): Facilitates todo list management through a Model Context Protocol server for seamless integration with Claude Desktop and Cursor IDE.
- [bhatiarajesh/remote-mcp-server](https://github.com/bhatiarajesh/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login, enabling seamless integration with Claude Desktop and MCP Inspector.
- [ai-zerolab/pymupdf4llm-mcp](https://github.com/ai-zerolab/pymupdf4llm-mcp): Transforms PDFs into markdown format optimized for LLMs using pymupdf.
- [mxaiorg/mxmcp](https://github.com/mxaiorg/mxmcp): Facilitates multi-account email search integration using mxHERO's Mail2Cloud service with a Go-based MCP server.
- [rajithacharith/choreo-mcp](https://github.com/rajithacharith/choreo-mcp): Facilitates seamless integration with Choreo APIs for advanced automation and interaction capabilities.
- [daohoangson/aws-knowledge-base-mcp-server](https://github.com/daohoangson/aws-knowledge-base-mcp-server): Enables AI assistants to search through a knowledge base using AWS Bedrock and Cloudflare Workers.
- [lkm1developer/hatch-mcp-server](https://github.com/lkm1developer/hatch-mcp-server): Facilitates Hatch API integration for retrieving and verifying contact and company data, including emails, phone numbers, and LinkedIn URLs.
- [ericflo/mcpman](https://github.com/ericflo/mcpman): MCPMan orchestrates interactions between LLMs and MCP servers, enabling seamless agentic workflows with diverse tool integrations.
- [merteraslan/remote-mcp-server](https://github.com/merteraslan/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [TanmayDhobale/FutarchyMCPServer](https://github.com/TanmayDhobale/FutarchyMCPServer): Facilitates interaction with the Futarchy protocol on Solana, offering DAO and proposal management alongside sentiment analysis from social media.
- [shikharbsar/remote-mcp-server](https://github.com/shikharbsar/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [tuannvm/haproxy-mcp-server](https://github.com/tuannvm/haproxy-mcp-server): Facilitates seamless interaction with HAProxy's runtime API for LLMs, enabling administration, monitoring, and traffic analysis through natural language interfaces.
- [worryzyy/HowToCook-mcp](https://github.com/worryzyy/HowToCook-mcp): Transform your AI assistant into a personal chef with this MCP server, offering meal planning and recipe recommendations based on dietary preferences.
- [happy-shine/remote-mcp-server](https://github.com/happy-shine/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [serverless-dna/powertools-mcp](https://github.com/serverless-dna/powertools-mcp): Facilitates efficient search through AWS Lambda Powertools documentation using lunr.js, supporting multiple runtimes for seamless LLM integration.
- [shabaraba/ReinsOfClaude](https://github.com/shabaraba/ReinsOfClaude): ReinsOfClaude enhances Claude Desktop by allowing users to prepend commands to input, ensuring precise execution through automatic instruction text wrapping.
- [paragdesai1/parag-Figma-MCP](https://github.com/paragdesai1/parag-Figma-MCP): Facilitates seamless interaction between Cursor AI and Figma for automated design modifications and data retrieval.
- [phxdev1/peopledatalabs-mcp](https://github.com/phxdev1/peopledatalabs-mcp): Access People Data Labs' extensive data models and search capabilities through a robust MCP server.
- [peteknowsai/remote-mcp-server](https://github.com/peteknowsai/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login, enabling seamless integration with tools like Claude Desktop.
- [enremmeta/samtyzukki](https://github.com/enremmeta/samtyzukki): BROKKOLY provides a chat interface for interacting with Python MCP servers in-process, featuring LLM agent integration and automatic server management.
- [0b00000001-PointAlamo/mcpEntra](https://github.com/0b00000001-PointAlamo/mcpEntra): Connects AI assistants to Microsoft Graph API for querying Microsoft Entra ID data through a standardized interface.
- [buildorian/monad-mpc-mission](https://github.com/buildorian/monad-mpc-mission): Facilitates querying MON token balances on the Monad testnet via an MCP server integrated with Claude Desktop.
- [keerthanenr/remote-mcp-server](https://github.com/keerthanenr/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [ivanlhz/gmail-mcp-server](https://github.com/ivanlhz/gmail-mcp-server): Facilitates Gmail API exposure via MCP for seamless integration with LLMs and environments like Claude Desktop.
- [evanmschultz/memcp](https://github.com/evanmschultz/memcp): MemCP empowers AI coding agents with a dynamic memory server to build and query temporal knowledge graphs, enhancing IDE context support.
- [frocher/sigovenoi_mcp](https://github.com/frocher/sigovenoi_mcp): Facilitates access to coding rules and examples across various themes through a configurable MCP server.
- [AyushRatan1/Mcp-polymarket](https://github.com/AyushRatan1/Mcp-polymarket): Facilitates real-time interaction with prediction markets through Claude Desktop integration, leveraging Polymarket API for data analysis and insights.
- [marcosventosa/mcp-esios](https://github.com/marcosventosa/mcp-esios): Access REE ESIOS API data through MCP tools with Docker and UV integration options.
- [miliariadnane/javaConf-mcp-server](https://github.com/miliariadnane/javaConf-mcp-server): Facilitates AI-driven retrieval of Java conference details by parsing GitHub Markdown using Spring Boot.
- [rgbkids/fastmcp-example](https://github.com/rgbkids/fastmcp-example): FastMCP enhances workflow efficiency by integrating with various tools like Claude Desktop and VSCode through customizable MCP server configurations.
- [ND-SPACE/naver-searchad-mcp](https://github.com/ND-SPACE/naver-searchad-mcp): Facilitates campaign management and keyword operations on Naver SearchAd via Claude Desktop.
- [OKitchen/fal-ai-mcp](https://github.com/OKitchen/fal-ai-mcp): Generate high-quality images from text prompts using the FAL.ai platform and HiDream-ai/HiDream-I1-Full model via a Model Context Protocol server.
- [ithena-one/mcp-safe-run](https://github.com/ithena-one/mcp-safe-run): Launches MCP servers for AI-powered IDEs with secure, zero-leak secret management using OS keychain or hidden files.
- [taroify/taroify-mcp](https://github.com/taroify/taroify-mcp): Connects Taroify with large models to retrieve components and API data directly from documentation.
- [dforel/easy-mcp-use](https://github.com/dforel/easy-mcp-use): A TypeScript library enabling seamless connection between LLMs and MCP servers to build custom agents with tool access.
- [shariqriazz/vertex-ai-mcp-server](https://github.com/shariqriazz/vertex-ai-mcp-server): Facilitates interaction with Google Cloud's Vertex AI Gemini models for coding assistance and query answering.
- [ihugang/ocrtool-mcp](https://github.com/ihugang/ocrtool-mcp): A macOS-native OCR module leveraging the Vision framework, enabling JSON-RPC based text recognition for LLM tools.
- [sellersmith/tailorkit-mcp](https://github.com/sellersmith/tailorkit-mcp): TailorKit MCP empowers e-commerce merchants to offer interactive product customization through AI-driven template management and Shopify integration.
- [zandko/mcp-use](https://github.com/zandko/mcp-use): A TypeScript library facilitating the connection of LangChain.js-compatible LLMs with MCP servers for building AI agents with dynamic tool access.
- [AdirAmsalem/mcp-it](https://github.com/AdirAmsalem/mcp-it): Automatically transforms Fastify API routes into MCP tools, enabling seamless AI assistant interaction via the MCP protocol.
- [briankscheong/k8s-mcp-server](https://github.com/briankscheong/k8s-mcp-server): Seamlessly integrates with Kubernetes APIs to enable advanced automation and interaction capabilities for developers, operators, and AI tools.
- [tomo-ff/remote-mcp-server](https://github.com/tomo-ff/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [xabierjj/anki-mcp](https://github.com/xabierjj/anki-mcp): Facilitates AI-driven flashcard creation in Anki through seamless integration with AnkiConnect.
- [kondhorn/kd-mcp-server](https://github.com/kondhorn/kd-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [189569400/mcp-link](https://github.com/189569400/mcp-link): Effortlessly transform any OpenAPI V3 API into a fully functional MCP server, enabling seamless integration with AI-driven applications.
- [vishwaspw/mcp-use](https://github.com/vishwaspw/mcp-use): An AI-powered interactive chatbot leveraging MCP, LangChain, and Groq for natural language conversations with service integration.
- [hokupod/textra-ja-to-en-mcp](https://github.com/hokupod/textra-ja-to-en-mcp): Facilitates Japanese to English translation for LLMs using the Textra API, enhancing language comprehension.
- [upamune/meilisearch-lite-mcp](https://github.com/upamune/meilisearch-lite-mcp): A single-container solution integrating Meilisearch with an MCP server for seamless full-text and vector search capabilities, featuring Japanese tokenizer support and auto-indexing of Markdown files.
- [abhi-mahule/weather_mcp_server](https://github.com/abhi-mahule/weather_mcp_server): Provides real-time weather information and alerts via the National Weather Service API.
- [benbakhar/videoindexer-mcp](https://github.com/benbakhar/videoindexer-mcp): Facilitates interaction with Azure AI Video Indexer APIs, enabling automated video insights extraction and LLM integration.
- [adfr/MCP_cloudera](https://github.com/adfr/MCP_cloudera): Facilitates seamless interaction with Cloudera Machine Learning services, enabling programmatic management of projects, jobs, models, and applications.
- [yvain13/MCP-Use-with-SN](https://github.com/yvain13/MCP-Use-with-SN): Facilitates ServiceNow script management through a FastMCP server and Gradio UI, leveraging GPT-4o for script generation and deployment.
- [anoopt/outlook-meetings-scheduler-mcp-server](https://github.com/anoopt/outlook-meetings-scheduler-mcp-server): Facilitates scheduling meetings in Microsoft Outlook using Microsoft Graph API, enhancing workflow integration with other MCP servers.
- [zinja-coder/apktool-mcp-server](https://github.com/zinja-coder/apktool-mcp-server): Automates reverse engineering of Android APKs using Apktool and LLMs for real-time vulnerability analysis and code review.
- [kimcchq/shopify-mcp-server](https://github.com/kimcchq/shopify-mcp-server): Facilitates seamless interaction with Shopify store data via GraphQL API, offering comprehensive tools for managing products, customers, and orders.
- [alambertt/mcp-jira-example](https://github.com/alambertt/mcp-jira-example): Connects to Jira to fetch issues using JQL, facilitating integration with AI tools like GitHub Copilot.
- [Leee62/pickapicon-mcp](https://github.com/Leee62/pickapicon-mcp): Facilitates quick retrieval of SVG icons using Iconify API through LLMs, streamlining the design workflow.
- [kukapay/crypto-whitepapers-mcp](https://github.com/kukapay/crypto-whitepapers-mcp): A structured knowledge base of cryptocurrency whitepapers accessible for AI agents to analyze and learn from.
- [LesterThomas/MCP-AIVA](https://github.com/LesterThomas/MCP-AIVA): Facilitates interaction with TM Forum AIVA AI Assistant by providing built-in prompts for querying TM Forum Open APIs and standards.
- [luigiajah/figma-mcp-sse](https://github.com/luigiajah/figma-mcp-sse): Facilitates AI-powered coding tools to access and utilize Figma design data for enhanced design implementation accuracy.
- [rolsite/mcp-github-cursor-windows](https://github.com/rolsite/mcp-github-cursor-windows): Integrate GitHub operations within Cursor IDE on Windows using natural language commands for seamless issue and PR management.
- [HelTi/mcp-services](https://github.com/HelTi/mcp-services): Provides a suite of MCP services in Node.js for LLM clients, including weather and daily hot topics.
- [leehunkyu00/infomax-mcp](https://github.com/leehunkyu00/infomax-mcp): Infomax API MCP facilitates seamless integration with the Infomax API using a Node.js server.
- [CLoaKY233/MIST](https://github.com/CLoaKY233/MIST): MIST empowers AI assistants with real-world capabilities for managing notes, Gmail, Calendar, and Tasks through a comprehensive MCP server.
- [pi-prakhar/mcp-server-demo](https://github.com/pi-prakhar/mcp-server-demo): Facilitates AI-assisted note-taking with features to add, read, and summarize notes using the Model Context Protocol.
- [imprvhub/mcp-claude-spotify](https://github.com/imprvhub/mcp-claude-spotify): Facilitates interaction between Claude Desktop and Spotify, enabling features like track search, playback control, and playlist management through MCP.
- [hosthobbit/whm-mcp-server](https://github.com/hosthobbit/whm-mcp-server): A Node.js server application enabling AI assistants to manage WHM/cPanel servers through the Model Context Protocol.
- [pavanmadiraju-leanix/leanix-mcp-integration](https://github.com/pavanmadiraju-leanix/leanix-mcp-integration): Connects LeanIX's enterprise architecture platform with AI assistants, enabling natural language queries and management of fact sheets via GraphQL.
- [Therealkorris/MPC-Servers](https://github.com/Therealkorris/MPC-Servers): Enhance Microsoft Visio with AI-driven diagram analysis and modification capabilities through a Messenger Communication Protocol server.
- [raghavared/calendar-mcp](https://github.com/raghavared/calendar-mcp): Facilitates AI-driven management of Google Calendar events with seamless authentication and integration capabilities.
- [raghavared/gmail-mcp](https://github.com/raghavared/gmail-mcp): Facilitates seamless Gmail management through natural language interactions, supporting auto authentication and comprehensive email operations.
- [rdassignies/mcp-server-legifrance](https://github.com/rdassignies/mcp-server-legifrance): Facilitates legal research by enabling LLMs to access French legal resources via the Legifrance API.
- [lieyanqzu/sbwsz-mcp](https://github.com/lieyanqzu/sbwsz-mcp): Facilitates interaction with the sbwsz.com API to query Chinese Magic: The Gathering card information using MCP.
- [sungongtai/stock-mcp](https://github.com/sungongtai/stock-mcp): A Spring Boot-based MCP server offering real-time stock data queries and analysis for the Chinese stock market.
- [mdvohra/Chatbot-MCP](https://github.com/mdvohra/Chatbot-MCP): A versatile CLI chatbot integrating the Model Context Protocol to support dynamic tool integration across multiple MCP servers, compatible with any LLM provider following OpenAI API standards.
- [kukapay/defi-yields-mcp](https://github.com/kukapay/defi-yields-mcp): Empowers AI agents to explore and analyze DeFi yield opportunities using data from DefiLlama.
- [adamrybinski/prolog-mcp](https://github.com/adamrybinski/prolog-mcp): A neurosymbolic AI server that integrates Prolog's symbolic reasoning with MCP for hybrid AI applications, featuring persistent sessions and type-safe I/O.
- [precariat365/MCP-Client-Demo](https://github.com/precariat365/MCP-Client-Demo): A demo client showcasing interaction with multiple MCP services using LangChain for intelligent dialogue and tool invocation.
- [teddynote-lab/langgraph-dynamic-mcp-agents](https://github.com/teddynote-lab/langgraph-dynamic-mcp-agents): LangGraph ReAct Agents leverage MCP tools for dynamic integration with external data sources and tools, offering real-time configuration and management capabilities.
- [jongan69/remote-mcp-server](https://github.com/jongan69/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [godstale/ollama-mcp-agent](https://github.com/godstale/ollama-mcp-agent): Ollama MCP Agent enables local execution of LLM models with enhanced capabilities through MCP integration, offering cost-free and extended functionality.
- [cadifilippo/mcp-click_up](https://github.com/cadifilippo/mcp-click_up): Facilitates integration of ClickUp with LLM clients through MCP server configuration.
- [lescoggi/office-mcp-server](https://github.com/lescoggi/office-mcp-server): Facilitates AI-driven management and processing of Word and Excel files through a Java-based MCP server.
- [hxie-pallas/gdrive-mcp-server](https://github.com/hxie-pallas/gdrive-mcp-server): Facilitates interaction with Google Drive through an MCP interface, supporting file search, content retrieval, and metadata access with OAuth authentication.
- [reymerekar7/beehiiv-mcp-server](https://github.com/reymerekar7/beehiiv-mcp-server): Facilitates interaction between LLMs and Beehiiv publications via standardized tools.
- [akramIOT/paypal_mcp_server](https://github.com/akramIOT/paypal_mcp_server): Facilitates seamless interaction between LLMs and PayPal APIs through a Python-based MCP server.
- [rldiao/mealie-mcp-server](https://github.com/rldiao/mealie-mcp-server): Facilitates AI assistants' interaction with Mealie recipe databases via MCP clients like Claude Desktop.
- [ramonlimaramos/mcpixir](https://github.com/ramonlimaramos/mcpixir): Mcpixir enables seamless integration of any LLM with MCP servers, allowing developers to build custom agents with tool access in Elixir.
- [tuannvm/kafka-mcp-server](https://github.com/tuannvm/kafka-mcp-server): Enables LLM models to interact with Apache Kafka through a standardized interface, supporting message production, consumption, and cluster management.
- [aiDotEngineer/aie-mcp](https://github.com/aiDotEngineer/aie-mcp): Facilitates AI Engineer World's Fair 2025 talk submissions through a Cloudflare-hosted MCP server.
- [tyler-jewell/xai-mcp-claude](https://github.com/tyler-jewell/xai-mcp-claude): A comprehensive guide to setting up an SSE-based MCP server with FastAPI, integrating with Claude Desktop for enhanced AI capabilities.
- [RhombusSystems/rhombus-node-mcp](https://github.com/RhombusSystems/rhombus-node-mcp): Integrates the Rhombus API to provide Chatbot tools via an MCP server.
- [Bai-ee/Fimga_MCP_Alpha](https://github.com/Bai-ee/Fimga_MCP_Alpha): Facilitates seamless communication between Cursor AI and Figma for automated design modifications and interactions.
- [rollbar/rollbar-mcp-server](https://github.com/rollbar/rollbar-mcp-server): Facilitates AI-driven diagnostics and deployment tracking for Rollbar projects using a Model Context Protocol server.
- [swyxio/pls-ignore-remote-mcp-server](https://github.com/swyxio/pls-ignore-remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [qq370226263/test-mcp-server](https://github.com/qq370226263/test-mcp-server): A test MCP server for personal website integration using NPX commands.
- [liamyu2022/remote-mcp-server](https://github.com/liamyu2022/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [adityaputra11/mcp-kai](https://github.com/adityaputra11/mcp-kai): Facilitates KRL train schedule checks and ticketing through MCP for LLM integration.
- [Cognitive-Stack/orion-vision-mcp](https://github.com/Cognitive-Stack/orion-vision-mcp): Orion Vision MCP server enables seamless integration with Azure Form Recognizer for document analysis and data extraction across various document types.
- [jhawkins11/task-manager-mcp](https://github.com/jhawkins11/task-manager-mcp): Node.js server leveraging LLMs for AI-driven task management and code review, designed for seamless integration with Cursor.
- [steveafrost/remote-mcp-server](https://github.com/steveafrost/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [Montimage/sec-mcp](https://github.com/Montimage/sec-mcp): Enhance LLM workflows with real-time security checks for domains, URLs, and IPs using a Python-based MCP server.
- [sunrabbit123/awesome-fe-mcp-bundle](https://github.com/sunrabbit123/awesome-fe-mcp-bundle): A comprehensive bundle of MCP servers for integrating with GitHub, Slack, GitLab, and Atlassian services, tailored for frontend applications.
- [yuvraj1898/Simple_mcp_server](https://github.com/yuvraj1898/Simple_mcp_server): A FastMCP-powered microservice that enables Wikipedia and Arxiv searches through LangChain Community utilities.
- [curious-pm/mcp-figma](https://github.com/curious-pm/mcp-figma): Facilitates seamless interaction with Figma by providing tools for querying files, managing comments, and accessing component libraries.
- [curious-pm/mcp-elevenlabs](https://github.com/curious-pm/mcp-elevenlabs): Facilitates seamless integration with Elevenlabs' text-to-speech API, offering tools for speech generation, voice management, and user account handling.
- [curious-pm/mcp-amplitude](https://github.com/curious-pm/mcp-amplitude): Facilitates seamless integration with Amplitude's analytics platform, enabling event tracking, user analytics, and dashboard management.
- [biojazzard/mcp-mem0-docker](https://github.com/biojazzard/mcp-mem0-docker): Facilitates long-term memory management for AI agents using Docker and the MCP protocol, enhancing AI capabilities with persistent memory storage.
- [Cognitive-Stack/atlas-datahub-mcp](https://github.com/Cognitive-Stack/atlas-datahub-mcp): Atlas DataHub MCP server enables seamless interaction with Azure Cosmos DB for efficient data querying and management, supporting structured metadata and agent context states.
- [voratham/poc-mcp-tool-ai-sticky-note](https://github.com/voratham/poc-mcp-tool-ai-sticky-note): A proof-of-concept MCP server tool for integrating AI sticky notes with file writing capabilities.
- [liuwenlonghub/limeai-mcp-server](https://github.com/liuwenlonghub/limeai-mcp-server): LimeAI MCP Server enables seamless integration with LimeAI services using Python, facilitating efficient server management and configuration.
- [masumi-network/masumi-mcp-server](https://github.com/masumi-network/masumi-mcp-server): Connects AI clients to decentralized agent discovery, hiring, monitoring, and payment systems within the Masumi Network.
- [baidu-shopping/mcp](https://github.com/baidu-shopping/mcp): Baidu's e-commerce MCP server offers a suite of APIs for comprehensive product comparison, brand ranking, and order management, seamlessly integrating with platforms supporting the MCP protocol.
- [Cognitive-Stack/hermes-search-mcp](https://github.com/Cognitive-Stack/hermes-search-mcp): Hermes Search MCP facilitates full-text and semantic search over Azure Cognitive Search with type-safe operations, leveraging the Model Context Protocol.
- [nsh58/mcp-server-mysql](https://github.com/nsh58/mcp-server-mysql): Facilitates seamless integration of MySQL databases with LLM applications through MCP server configuration.
- [ocontant/anon-kode](https://github.com/ocontant/anon-kode): A terminal-based AI coding tool that integrates with any OpenAI-style API to enhance code quality and functionality.
- [boostspace/integrator-mcp-server](https://github.com/boostspace/integrator-mcp-server): Facilitates AI assistants in executing and interacting with Integrator automation workflows through a Model Context Protocol server.
- [kenji200056/thinking-mcp-tool](https://github.com/kenji200056/thinking-mcp-tool): A tool that enhances Claude's problem-solving capabilities by implementing a no-op MCP server for structured thinking and prompt engineering.
- [anishone/remote-mcp-server-test1](https://github.com/anishone/remote-mcp-server-test1): Deploy a remote MCP server on Cloudflare Workers with OAuth login, enabling seamless integration with Claude Desktop and MCP Inspector.
- [lioensky/RandomPic-MCP](https://github.com/lioensky/RandomPic-MCP): Enables AI to fetch random images from the moe.jitsu.top API using the MCP protocol, supporting various image categories and formats.
- [agency42/linkedin-mcp](https://github.com/agency42/linkedin-mcp): Facilitates AI agents to authenticate and share content on LinkedIn using a TypeScript SDK.
- [MichielMAnalytics/remote-mcp-server](https://github.com/MichielMAnalytics/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login, enabling seamless integration with tools like Claude Desktop.
- [anishone/remote-mcp-server](https://github.com/anishone/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and integration with Claude Desktop.
- [guyStrauss/n12-mcp](https://github.com/guyStrauss/n12-mcp): Demonstrates a proof of concept for exposing N12 news content via a lightweight Python service using the Model Context Protocol, enabling integration with LLM frontends.
- [punkpeye/investor-mcp](https://github.com/punkpeye/investor-mcp): Simulates AI-powered investor personas using Octagon Private Markets data via the MCP protocol.
- [Cuiik/McpProject](https://github.com/Cuiik/McpProject): A modular and extensible MCP client implementation for connecting large model APIs and multiple tool servers.
- [rondweb/remote-mcp-server](https://github.com/rondweb/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [gasper94/remote-mcp-server](https://github.com/gasper94/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [OctagonAI/octagon-vc-agents](https://github.com/OctagonAI/octagon-vc-agents): AI-driven venture capitalist agents simulate renowned investors for pitch feedback, diligence simulations, and term sheet negotiations, enriched by real-time market data.
- [kukuxz007/oopp](https://github.com/kukuxz007/oopp): Facilitates BSC wallet balance inquiries within Cursor IDE, ensuring high availability through multi-node connections.
- [JeanVittory/mcp-server](https://github.com/JeanVittory/mcp-server): Facilitates application debugging by querying issues with the latest documentation from LangChain, LlamaIndex, and OpenAI, with customizable source additions.
- [MRonaldo-gif/mcp-server-cvdlt](https://github.com/MRonaldo-gif/mcp-server-cvdlt): Facilitates image object detection, segmentation, and pose estimation using YOLO models and Ultralytics SAM via MCP protocol.
- [bigdata-coss/agent_mcp](https://github.com/bigdata-coss/agent_mcp): Connects GraphDB's SPARQL endpoint with Claude using Model Context Protocol, enabling ontology data querying and manipulation alongside various AI model integrations.
- [ljs11111/mcp-geo](https://github.com/ljs11111/mcp-geo): Facilitates AI models in accessing user geolocation data through an MCP server integrated with EdgeOne Pages Functions.
- [pj8/docbase-mcp-server](https://github.com/pj8/docbase-mcp-server): Facilitates seamless integration with Docbase by providing APIs for searching and retrieving memo details.
- [handsomegentlemen/mcp-geo](https://github.com/handsomegentlemen/mcp-geo): Facilitates AI models in accessing user geolocation data through an MCP server integrated with EdgeOne Pages Functions.
- [asterism45/mcp-servers](https://github.com/asterism45/mcp-servers): A collection of MCP servers enabling real-time data access and functionality from external services like Navitime and Google Maps for language models.
- [sam55silver/todo-mcp-server](https://github.com/sam55silver/todo-mcp-server): Connects AI assistants to a Todo app using Model Context Protocol, featuring a React frontend and FastAPI backend.
- [UpstageAI/mcp-upstage](https://github.com/UpstageAI/mcp-upstage): Facilitates seamless document digitization and information extraction for AI models using Upstage AI's APIs.
- [omar-hussain/my-full-stack-app](https://github.com/omar-hussain/my-full-stack-app): A production-ready Next.js template with integrated authentication, Stripe payments, and Supabase, featuring AI-powered development capabilities through MCP.
- [uraoz/bouyomichan-mcp-nodejs](https://github.com/uraoz/bouyomichan-mcp-nodejs): Provides AI assistants like Claude with text-to-speech capabilities using Bouyomi-chan via a Node.js MCP server.
- [MGDS01/docusign-test-typescript-sdk](https://github.com/MGDS01/docusign-test-typescript-sdk): A developer-friendly, type-safe TypeScript SDK that integrates with the Docusign API and can be deployed as an MCP server for AI applications.
- [hpkv-io/memory-mcp-server](https://github.com/hpkv-io/memory-mcp-server): Enhances AI coding assistants in Cursor IDE with long-term memory capabilities, enabling them to remember project structures, user preferences, and previous interactions.
- [seedprod/remote-mcp-server](https://github.com/seedprod/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [istinyepark/remote-mcp-server](https://github.com/istinyepark/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [timjuenemann/wikipedia-mcp](https://github.com/timjuenemann/wikipedia-mcp): Facilitates AI-driven searches and retrieval of Wikipedia articles using the Model Context Protocol.
- [BioContext/UniProt-MCP](https://github.com/BioContext/UniProt-MCP): Facilitates LLMs like Claude to access and retrieve detailed protein and proteomics data from the UniProt database.
- [mgraczyk/json-query-mcp](https://github.com/mgraczyk/json-query-mcp): Empower AI agents to efficiently query and extract data from large JSON files using JSONPath expressions.
- [terciodejesus/products-info-mcp-server](https://github.com/terciodejesus/products-info-mcp-server): Provides detailed product information from Caffeine Army's Shopify store, focusing on SuperCoffee, via an MCP server.
- [mostafa-ghaith/search_docs_mcp](https://github.com/mostafa-ghaith/search_docs_mcp): Empower your coding assistant with real-time semantic search across AI library documentations, ensuring up-to-date knowledge and seamless integration with MCP-based applications.
- [OpsLevel/opslevel-mcp](https://github.com/OpsLevel/opslevel-mcp): Facilitates AI interaction with OpsLevel accounts through a Model Context Protocol server.
- [paulobrien/remote-mcp-server](https://github.com/paulobrien/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [alanagoyal/mcp-server](https://github.com/alanagoyal/mcp-server): Provides AI assistants with information about Alana Goyal and Basecase, integrating with popular AI development environments.
- [llucbrell/chat-with-fhir-mcp-server](https://github.com/llucbrell/chat-with-fhir-mcp-server): A TypeScript-based server enabling interaction with FHIR resources through MCP, integrating tools for resource search and retrieval.
- [irvinebroque/remote-mcp-server-20](https://github.com/irvinebroque/remote-mcp-server-20): Deploy a remote MCP server on Cloudflare Workers with OAuth login, enabling seamless integration with Claude Desktop and MCP Inspector.
- [Sharunikaa/mcp-integration-project](https://github.com/Sharunikaa/mcp-integration-project): A project showcasing MCP integration with GitHub, Slack, file systems, and browser automation for enhanced note management.
- [hfujikawa77/ardupilot-mcp-server-sandbox](https://github.com/hfujikawa77/ardupilot-mcp-server-sandbox): Facilitates natural language control of ArduPilot drones through LLM integration, accessible via Claude Desktop and Cline.
- [moonbirdai/mixpanel-mcp-server](https://github.com/moonbirdai/mixpanel-mcp-server): Integrates Mixpanel analytics into AI workflows, enabling AI assistants to track events, page views, and user profiles.
- [moonbirdai/amplitude-mcp-server](https://github.com/moonbirdai/amplitude-mcp-server): Integrates Amplitude analytics into AI workflows, enabling AI assistants to track events, page views, user signups, and revenue through natural language requests.
- [kevinlupera/remote-mcp-server](https://github.com/kevinlupera/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [ytrsoymr/Web-Enabled-Conversational-AI-with-LangChain-MCP-and-Groq](https://github.com/ytrsoymr/Web-Enabled-Conversational-AI-with-LangChain-MCP-and-Groq): A web-enabled conversational AI chatbot that integrates LangChain, Groq LLMs, and MCP for real-time information retrieval and intelligent responses.
- [1dolinski/apnow-fun-mcp](https://github.com/1dolinski/apnow-fun-mcp): Facilitates dynamic searching and execution of APINow.fun endpoints with integration for popular MCP clients.
- [madhusudan-kulkarni/mcp-fal-ai-image](https://github.com/madhusudan-kulkarni/mcp-fal-ai-image): Generate images from text prompts using fal.ai models directly within AI IDEs, leveraging the Model Context Protocol for seamless integration.
- [Timothyvanderveen/mcp-cs](https://github.com/Timothyvanderveen/mcp-cs): MCP-CS enhances customer service by integrating FAQ items into automated email responses based on customer inquiries.
- [Felamande/2048mcp](https://github.com/Felamande/2048mcp): Facilitates AI-driven control of a GUI-based 2048 game through a RESTful API and MCP server.
- [Zaeni21/MCP](https://github.com/Zaeni21/MCP): Facilitates advanced automation and interaction with GitHub APIs for developers and AI tools.
- [vakharwalad23/google-mcp-remote](https://github.com/vakharwalad23/google-mcp-remote): Facilitates seamless integration of Google services with AI clients through a Cloudflare Workers-based MCP server.
- [ciaraadkins/amplitude-mcp-server](https://github.com/ciaraadkins/amplitude-mcp-server): Integrates Amplitude analytics into AI workflows, enabling AI assistants to track events, page views, signups, and revenue through natural language requests.
- [irvinebroque/intercom-mcp-server](https://github.com/irvinebroque/intercom-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [rangelvarnier/mcp-weather-server](https://github.com/rangelvarnier/mcp-weather-server): Provides weather forecasting and current weather conditions as tools integrated with Spring AI, accessible via MCP protocol.
- [dhkim0124/anki-mcp-server](https://github.com/dhkim0124/anki-mcp-server): Connects Claude to Anki for seamless flashcard creation and management using natural language commands.
- [HotTechStack/polars-docs-mcp](https://github.com/HotTechStack/polars-docs-mcp): Facilitates real-time Polars API documentation retrieval with seamless LLM integration, eliminating the need for web scraping.
- [nooqta/custom-gitlab-server](https://github.com/nooqta/custom-gitlab-server): Facilitates AI-driven interactions with GitLab through natural language commands, enabling repository management, issue tracking, and user searches.
- [roeisavion/remote-mcp-server](https://github.com/roeisavion/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login, enabling seamless integration with tools like Claude Desktop.
- [Shudufhadzo/liquidium-mcp](https://github.com/Shudufhadzo/liquidium-mcp): Facilitates interaction with PostHog analytics by enabling project management and annotation creation through Claude Desktop or Smithery.
- [keegancsmith/emacs-mcp-server](https://github.com/keegancsmith/emacs-mcp-server): Facilitates interaction between language models and Emacs by executing Lisp expressions and retrieving contextual information.
- [aymbridge/remote-siteflow-mcp-server](https://github.com/aymbridge/remote-siteflow-mcp-server): Deploy and manage a remote MCP server on Cloudflare Workers with OAuth integration, enabling seamless connectivity with tools like Claude Desktop.
- [aymbridge/mcp-siteflow-local](https://github.com/aymbridge/mcp-siteflow-local): A Python-based server that integrates with the Siteflow API, offering a command line interface for managing workflows and phases.
- [yuncheng-wu/youtube_transcript_mcp](https://github.com/yuncheng-wu/youtube_transcript_mcp): Facilitates AI-driven extraction of YouTube video transcripts through subtitle and audio-based methods.
- [kubilaykarpat/mcp-server-example-ecom](https://github.com/kubilaykarpat/mcp-server-example-ecom): Facilitates AI assistants' interaction with e-commerce systems through a Model Context Protocol server, enabling seamless product browsing, cart management, and checkout processes.
- [SepineTam/AER-MCP](https://github.com/SepineTam/AER-MCP): Facilitates searching for academic papers from AEA using LLM integration.
- [dovstern/google-slides-llm-tools](https://github.com/dovstern/google-slides-llm-tools): Facilitates LLM interaction with Google Slides through an MCP server, offering seamless integration with LangChain tools and a Node.js CLI for easy server management.
- [kukapay/chainlink-feeds-mcp](https://github.com/kukapay/chainlink-feeds-mcp): Provides real-time access to Chainlink's decentralized on-chain price feeds for seamless integration into AI agents and autonomous systems.
- [kealuya/mcp-jina-ai](https://github.com/kealuya/mcp-jina-ai): Transforms web content into structured text optimized for large language models using Jina.ai's reader service.
- [liuliang520530/taoke-mcp](https://github.com/liuliang520530/taoke-mcp): Facilitates link conversion and product promotion across Taobao, JD, and Pinduoduo platforms using MCP.
- [surveymars/surveymars-mcp](https://github.com/surveymars/surveymars-mcp): Facilitates seamless interaction with SurveyMars APIs for creating, distributing, and analyzing surveys through various MCP clients.
- [bharatbairwa0509/ai-agent](https://github.com/bharatbairwa0509/ai-agent): An AI assistant leveraging MCP for executing natural language commands with extensible tool integration.
- [fgh23333/remote-mcp-server](https://github.com/fgh23333/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [Celeste0912/LOL_Statistic_Analyser](https://github.com/Celeste0912/LOL_Statistic_Analyser): Analyze League of Legends player statistics and recommend champions using AI integration with Riot Games API.
- [volcengine/mcp-vod](https://github.com/volcengine/mcp-vod): Integrates Volcengine VOD services into LLM model contexts, enabling direct management and operation of VOD resources.
- [ENOSTECH-inc/remote-mcp-server](https://github.com/ENOSTECH-inc/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login, enabling seamless integration with Claude Desktop and MCP Inspector.
- [fkesheh/mcp-agent-server](https://github.com/fkesheh/mcp-agent-server): A hub that connects AI clients with intelligent agents for seamless cross-platform communication across multiple AI ecosystems.
- [atharvagupta2003/mcp-lemonsqueezy](https://github.com/atharvagupta2003/mcp-lemonsqueezy): Integrates with Lemon Squeezy to manage subscriptions, checkouts, and products with audit logging and tool-based control.
- [jbeno/cursor-notebook-mcp](https://github.com/jbeno/cursor-notebook-mcp): Facilitates AI-driven manipulation of Jupyter Notebook files, enabling seamless interaction and editing capabilities for AI agents within Cursor.
- [iqszlong/mcp-server](https://github.com/iqszlong/mcp-server): A demonstration MCP server showcasing the use of the MCP protocol for AI service calls, featuring tools for arithmetic operations and data fetching.
- [llm-graph/postgres-mcp](https://github.com/llm-graph/postgres-mcp): A high-performance MCP server enabling AI agents to interact with multiple PostgreSQL databases, offering schema inspection and secure query execution.
- [katakyo/poke_api_mcp_rb](https://github.com/katakyo/poke_api_mcp_rb): Facilitates interaction with Pokémon data using the PokeAPI through an MCP server built with mcp_rb.
- [beswindev/ecommerce_Flask](https://github.com/beswindev/ecommerce_Flask): Facilitates interaction with Shopify APIs through a Model Context Protocol server, offering tools for documentation search and GraphQL schema introspection.
- [aliyun/alibabacloud-rds-openapi-mcp-server](https://github.com/aliyun/alibabacloud-rds-openapi-mcp-server): Facilitates seamless interaction with Alibaba Cloud RDS services through an MCP server utilizing OpenAPI.
- [jifrozen0110/mcp-riot](https://github.com/jifrozen0110/mcp-riot): Integrates with the Riot Games API to provide League of Legends data to AI assistants via natural language queries.
- [yongkyu4803/hwp_mcp_cursor](https://github.com/yongkyu4803/hwp_mcp_cursor): Facilitates AI-driven automation of HWP document creation and editing through a Model Context Protocol server.
- [MicheleRG/remote-mcp-server](https://github.com/MicheleRG/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [deniscruzrodrigues/mackenzie-github-mcp-server](https://github.com/deniscruzrodrigues/mackenzie-github-mcp-server): Facilitates advanced automation and interaction with GitHub APIs for developers and tools.
- [pab1it0/polymarket-mcp](https://github.com/pab1it0/polymarket-mcp): Facilitates AI-driven analysis of Polymarket's prediction markets via standardized interfaces.
- [incentivai/quickchat-ai-mcp](https://github.com/incentivai/quickchat-ai-mcp): Quickchat AI MCP server enables seamless integration of AI agents into popular applications like Claude Desktop and VS Code, allowing users to leverage AI capabilities effortlessly.
- [GibsonAI/mcp](https://github.com/GibsonAI/mcp): GibsonAI's MCP server enhances project management and code interaction within IDEs by integrating with tools like Cursor, Windsurf, and Claude Desktop.
- [rvoh-emccaleb/portkey-mcp-server](https://github.com/rvoh-emccaleb/portkey-mcp-server): Facilitates the integration of AI tools and services with Portkey using the Model Control Protocol.
- [Miandari/youtube-knowledge-base-mcp](https://github.com/Miandari/youtube-knowledge-base-mcp): Facilitates AI-powered semantic search and interaction with YouTube video transcripts, enhancing knowledge retention and retrieval.
- [xpadyal/MCPsclient](https://github.com/xpadyal/MCPsclient): A modular chatbot interface utilizing Claude 3.7 Sonnet via the Anthropic API, capable of executing external tools through the MCP standard.
- [burnyd/mcp-server-cvp-demo](https://github.com/burnyd/mcp-server-cvp-demo): Demonstrates integration of MCP with Cloudvision portal using a secure token-based setup.
- [rxdha1/vercelmcpwind](https://github.com/rxdha1/vercelmcpwind): A versatile MCP server configuration for deploying applications on Vercel with v0.dev integration, supporting advanced features like AI code generation, multi-environment management, and secure secrets handling.
- [useparagon/paragon-mcp](https://github.com/useparagon/paragon-mcp): Facilitates seamless integration of user-facing SaaS applications with prebuilt actions via Paragon's ActionKit, enhancing agent capabilities.
- [DappierAI/dappier-mcp-server-remote](https://github.com/DappierAI/dappier-mcp-server-remote): Facilitates real-time web search and premium data access for AI agents using a remote MCP server.
- [wdndev/tiny-mcp](https://github.com/wdndev/tiny-mcp): The repository provides a Python implementation of an MCP client, enabling applications to connect and interact with various MCP servers using large language models.
- [EdyVision/student-services-mcp](https://github.com/EdyVision/student-services-mcp): Facilitates student services by managing and checking financial aid eligibility through a FastAPI-MCP interface.
- [giovanoh/mcp-server-govbox](https://github.com/giovanoh/mcp-server-govbox): Facilitates integration between LLMs and Rakefile tasks for automated and secure command execution.
- [LemonNekoGH/airi-android](https://github.com/LemonNekoGH/airi-android): Facilitates LLM interaction with Android devices through an MCP server, leveraging Docker for deployment.
- [iic-llm-solution/mcp-quanmiao-hotnews](https://github.com/iic-llm-solution/mcp-quanmiao-hotnews): Aggregates real-time hot news using Alibaba Cloud's Bailian API, offering both Node.js and Python implementations.
- [piolla/pkkTUBE](https://github.com/piolla/pkkTUBE): Facilitates YouTube search, summarization, and channel analysis with a YouTube MCP Agent, storing task history for enhanced search capabilities.
- [jinhyeong-choi/agent-backend](https://github.com/jinhyeong-choi/agent-backend): A Python-based MCP server template utilizing FastAPI for creating customizable endpoints and integrating with various AI clients.
- [larksuite/lark-openapi-mcp](https://github.com/larksuite/lark-openapi-mcp): Facilitates seamless integration of AI agents with Feishu/Lark through a comprehensive OpenAPI MCP toolkit, enabling automation in document processing, conversation management, and more.
- [uraoz/bouyomichan-mcp](https://github.com/uraoz/bouyomichan-mcp): Enables AI assistants like Claude to utilize Bouyomi-chan for text-to-speech capabilities via an MCP server.
- [SmartTokenLabs/TransactionSimulatorMCP](https://github.com/SmartTokenLabs/TransactionSimulatorMCP): AI-driven analysis of Ethereum transactions, simulating outcomes and providing insights on token balances and gas costs.
- [junhwan0/bedrock-mcp-agent-cdk](https://github.com/junhwan0/bedrock-mcp-agent-cdk): Deploys AWS infrastructure for Bedrock Agents with MCP integration, facilitating AI assistant development with custom actions and standardized model interfaces.
- [isuzu-shiranui/UnityMCP](https://github.com/isuzu-shiranui/UnityMCP): An extensible framework integrating Unity with MCP, enabling scalable command handling and direct interaction with AI language models like Claude.
- [aviaryhq/cloudglue-mcp-server](https://github.com/aviaryhq/cloudglue-mcp-server): Facilitates AI assistants in understanding video collections by transforming them into structured data for LLMs.
- [yubachiri/recommend_skills](https://github.com/yubachiri/recommend_skills): Facilitates skill development and career growth through a CLI tool that offers skill recommendations and database management as an MCP server.
- [BuffettCode/buffett-code-mcp-server](https://github.com/BuffettCode/buffett-code-mcp-server): Access Buffett Code API for comprehensive company and stock data retrieval via MCP server.
- [akuity/argocd-mcp](https://github.com/akuity/argocd-mcp): Facilitates AI-driven interactions with Argo CD applications through natural language, supporting seamless integration with Visual Studio Code and other MCP clients.
- [prsantos-com/stereotype-this-mcp-server](https://github.com/prsantos-com/stereotype-this-mcp-server): Transform messages into humorous cultural stereotypes using predefined prompts for Canadian, British, American, and Australian cultures.
- [etruong42/prometheus-mcp](https://github.com/etruong42/prometheus-mcp): Connects LLMs with Prometheus via a proof-of-concept MCP server.
- [beepfd/mcp](https://github.com/beepfd/mcp): Integrates BeePF observability interfaces into an MCP server for system data retrieval via large language models.
- [aviz85/mcp-agents-orchestra](https://github.com/aviz85/mcp-agents-orchestra): A Python-based state machine for orchestrating agent actions using the Model Context Protocol, enabling seamless integration with Claude for Desktop.
- [RJiazhen/api-auto-mcp-server](https://github.com/RJiazhen/api-auto-mcp-server): Automatically generates an MCP server from your server's OpenAPI specification, enabling AI to access APIs without manual coding.
- [Novakiki/mcp-gemini-claude](https://github.com/Novakiki/mcp-gemini-claude): Integrates Gemini LLM with Claude models for advanced code repository analysis and understanding.
- [AbhiTheModder/LYADI](https://github.com/AbhiTheModder/LYADI): Facilitates reverse engineering tasks with a focus on Android, integrating tools like APKEditor, Radare2, and ADB for decompilation and debugging.
- [Rai220/think-mcp](https://github.com/Rai220/think-mcp): Facilitates structured reasoning in agentic AI workflows by implementing the 'think' tool for enhanced decision-making and policy compliance.
- [veryfi/mcp-server](https://github.com/veryfi/mcp-server): Integrates with Veryfi for efficient document data extraction using the Model Context Protocol.
- [mlaurel/mcp-starter](https://github.com/mlaurel/mcp-starter): Connects Claude Desktop or Cursor to ActionKit's Slack actions via an MCP server.
- [falahgs/imagen-3.0-generate-google-mcp-server](https://github.com/falahgs/imagen-3.0-generate-google-mcp-server): Harnesses Google's Imagen 3.0 model via the Gemini API for high-quality image generation, seamlessly integrating with MCP-compatible hosts.
- [kenokim/ai-tutor-mcp](https://github.com/kenokim/ai-tutor-mcp): An AI tutor server leveraging MCP to provide educational prompts across various subjects, seamlessly integrating with Claude Desktop.
- [boxi-rgb/sd-webui-mcp](https://github.com/boxi-rgb/sd-webui-mcp): Facilitates AI-assisted image generation by connecting Claude Desktop with local Stable Diffusion WebUI for seamless text-to-image and image editing capabilities.
- [takeyaqa/pict-mcp](https://github.com/takeyaqa/pict-mcp): Facilitates pairwise independent combinatorial testing for MCP environments.
- [MiniMax-AI/MiniMax-MCP-JS](https://github.com/MiniMax-AI/MiniMax-MCP-JS): Seamlessly integrates MiniMax's AI capabilities for image, video, and voice processing through a JavaScript implementation of the Model Context Protocol.
- [GenerativeAgents/middleman-mcp](https://github.com/GenerativeAgents/middleman-mcp): Middleman-MCP facilitates seamless API key management and server execution for MCP applications.
- [heygen-com/heygen-mcp](https://github.com/heygen-com/heygen-mcp): Facilitates avatar and video generation through the HeyGen API for MCP clients like Claude Desktop.
- [abhijithk1/omni-server](https://github.com/abhijithk1/omni-server): Omni Server is a Python-based MCP server designed to help developers understand and implement MCP-based applications, with seamless integration into Claude Desktop.
- [chenhunghan/keycloak-doc-mcp](https://github.com/chenhunghan/keycloak-doc-mcp): Fetches the latest Keycloak documentation in a format optimized for language model processing.
- [mindverse/Second-Me-Mcp](https://github.com/mindverse/Second-Me-Mcp): This repository provides a chat client leveraging OpenAI's GPT model and MCP tool service for dynamic tool function execution based on user intent.
- [0shimax/python-mcp-server-sample](https://github.com/0shimax/python-mcp-server-sample): A Python-based MCP server sample using FastMCP for creating and running a demo server with tool integration.
- [hasmokan/x-kit-mcp](https://github.com/hasmokan/x-kit-mcp): Fetches and analyzes Twitter updates for large language models, focusing on e-sports insights.
- [jdhettema/mcp-weather-sse](https://github.com/jdhettema/mcp-weather-sse): Connects AI assistants to real-time weather data via OpenWeatherMap API using SSE.
- [lellocb/remote-mcp-server](https://github.com/lellocb/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool invocation.
- [gladiaio/gladia-mcp](https://github.com/gladiaio/gladia-mcp): Facilitates interaction with advanced Speech-to-Text and Audio Intelligence APIs, enabling transcription, translation, and analysis of audio content.
- [monotykamary/think-tool-mcp](https://github.com/monotykamary/think-tool-mcp): Facilitates structured AI reasoning by implementing Anthropic's think tool for logging thoughts without altering external states.
- [m-yoshiro/storybook-mcp](https://github.com/m-yoshiro/storybook-mcp): Facilitates AI-driven UI component suggestions and collaboration between designers and developers by integrating Storybook with Figma designs.
- [maneeshsit/PythonCMCPServer](https://github.com/maneeshsit/PythonCMCPServer): A Python-based custom MCP server setup guide with configuration examples for running multiple MCP instances using UV.
- [ltc6539/mcp-ppt](https://github.com/ltc6539/mcp-ppt): Facilitates the creation and management of PowerPoint presentations through natural language interactions with a large language model.
- [mergisi/mcp-ai2sql](https://github.com/mergisi/mcp-ai2sql): Facilitates natural language to SQL query generation through a FastMCP server interface, integrating seamlessly with Cursor IDE and Claude AI.
- [stephanecot/mcp-server-suivi-post](https://github.com/stephanecot/mcp-server-suivi-post): A Spring AI-based MCP server example for integration with Claude Desktop and other MCP client applications.
- [yangSangHoon/makeMcpStudy](https://github.com/yangSangHoon/makeMcpStudy): A weather-focused MCP server utilizing the mcp-framework for tool development and integration.
- [hrsano645/python-mcp-example](https://github.com/hrsano645/python-mcp-example): Demonstrates the use of the MCP Python SDK to create a server that processes commands via stdio transport.
- [mordonez/mcp-example-basic](https://github.com/mordonez/mcp-example-basic): Provides weather alerts and forecasts across the U.S. using the National Weather Service API, integrated with Claude Desktop.
- [lemannrus/personal-assistant-mcp](https://github.com/lemannrus/personal-assistant-mcp): A versatile personal assistant server that seamlessly integrates with Google Calendar, Obsidian Vault, Trello, and offers web page parsing capabilities.
- [302ai/302_basic_mcp](https://github.com/302ai/302_basic_mcp): A basic MCP server designed for integration with Claude Desktop, featuring development tools and debugging support.
- [NextFEM/MCPserver](https://github.com/NextFEM/MCPserver): Facilitates AI chat integration by connecting NextFEM Designer with Claude AI through a local MCP server.
- [lasso-security/mcp-gateway](https://github.com/lasso-security/mcp-gateway): MCP Gateway centralizes and enhances AI infrastructure by orchestrating multiple MCP servers, providing a unified interface, and ensuring secure data handling with advanced guardrails.
- [iflytek/ifly-spark-agent-mcp](https://github.com/iflytek/ifly-spark-agent-mcp): Facilitates task chain invocation on the iFlytek SparkAgent Platform using MCP Server.
- [brs98/linear-mcp](https://github.com/brs98/linear-mcp): Integrates AI models with Linear's API for seamless project and issue management through standardized MCP tools.
- [pasie15/meshy-ai-mcp-server](https://github.com/pasie15/meshy-ai-mcp-server): Interact with the Meshy AI API to generate and optimize 3D models from text and images, complete with real-time task streaming and account management.
- [zerubeus/moog-sub37-mcp](https://github.com/zerubeus/moog-sub37-mcp): Facilitates AI-assisted sound design and parameter control of the Moog Sub37/Subsequent37 synthesizer via MIDI.
- [ddhar1/news_mcp](https://github.com/ddhar1/news_mcp): Facilitates news searches using the Current News API, integrating seamlessly with Claude Desktop.
- [tallamjr/mcp-test-weather](https://github.com/tallamjr/mcp-test-weather): A demonstration MCP server for executing weather-related commands using the Claude framework.
- [Debargho99/MCP-Agentic-RAG](https://github.com/Debargho99/MCP-Agentic-RAG): Enhances coding environments with a Retrieval-Augmented Generation pipeline using intelligent agents and Model Context Protocols for enriched development workflows.
- [stephen9412/fastmcp-template](https://github.com/stephen9412/fastmcp-template): A lightweight template for developing and publishing FastMCP servers with TypeScript support and stateless design for npx compatibility.
- [sidhyaashu/ollama-mcp-integration](https://github.com/sidhyaashu/ollama-mcp-integration): Integrate advanced MCP server capabilities with uv, llama-index, and Ollama for seamless AI agent orchestration and local LLM management.
- [ChenKun1997/mcp-demo](https://github.com/ChenKun1997/mcp-demo): Node.js server enabling filesystem operations through Model Context Protocol, supporting file manipulation, directory management, and metadata retrieval.
- [M6saw0/llms_txt_rag](https://github.com/M6saw0/llms_txt_rag): Facilitates retrieval of relevant information from GitHub repositories using llms.txt with an MCP server and client setup.
- [dangdinhchung/demo-ai-cursor](https://github.com/dangdinhchung/demo-ai-cursor): An advanced e-learning platform integrating MCP servers for seamless online course management and intelligent learning support.
- [mongolyy/ai-sdk-mcp-docs-server](https://github.com/mongolyy/ai-sdk-mcp-docs-server): Facilitates access to AI SDK documentation, cookbook examples, and provider information through a structured API.
- [rabbah/remote-mcp-server](https://github.com/rabbah/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [VyacheslavVanin/mcp-http-host](https://github.com/VyacheslavVanin/mcp-http-host): Hosts and manages MCP servers with an HTTP API for LLM interactions and tool workflows.
- [ahmedali8/lumenfi-ai](https://github.com/ahmedali8/lumenfi-ai): A DeFi agent integrating multiple MCP servers for cryptocurrency market data and EVM blockchain interactions.
- [flyer103/mcp-client](https://github.com/flyer103/mcp-client): A versatile client for connecting applications to MCP servers, facilitating standardized context provision for LLMs.
- [yabbadabbadooozy/remote-mcp-server](https://github.com/yabbadabbadooozy/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login, enabling seamless integration with tools like Claude Desktop.
- [WHU-MYTH-Lab/humanus.cpp](https://github.com/WHU-MYTH-Lab/humanus.cpp): A lightweight C++ framework for building local LLM agents with integrated MCP protocol support, optimized for speed and modularity.
- [i-icc/mcp-server-test](https://github.com/i-icc/mcp-server-test): A test environment for MCP server setup using pyenv instead of uv, focusing on Python version management and error troubleshooting.
- [jean-technologies/mcp-text-to-embedding](https://github.com/jean-technologies/mcp-text-to-embedding): Facilitates text-to-vector embedding conversion and similarity searches using OpenAI models, with integration capabilities for Claude Desktop.
- [docjay/mcp-openai-generated](https://github.com/docjay/mcp-openai-generated): Leverage OpenAI models to provide text completion, summarization, question answering, and text classification tools via an MCP server.
- [tiagonpsilva/genai-mcp-client-claude-github](https://github.com/tiagonpsilva/genai-mcp-client-claude-github): Facilitates interaction with GitHub repositories through Claude Desktop using the official GitHub MCP server.
- [PIN-AI/modelcontextprotocol-hackathon](https://github.com/PIN-AI/modelcontextprotocol-hackathon): Integrates multiple cryptocurrency and web search APIs to enhance Claude's crypto research and web search capabilities.
- [gramou/NeuroPwn](https://github.com/gramou/NeuroPwn): NeuroPwn integrates AI-driven reasoning with Kali Linux's security tools to automate vulnerability discovery.
- [kenokim/mcp-example](https://github.com/kenokim/mcp-example): Integrates Claude desktop with an MCP server for executing weather-related commands.
- [LohiSoftsro/imageGeneratorDalleMCP](https://github.com/LohiSoftsro/imageGeneratorDalleMCP): Facilitates DALL-E 3 image generation within the Cursor IDE using the MCP protocol, offering both server-based and direct integration options.
- [plawlost/mcp-pr-reviewer](https://github.com/plawlost/mcp-pr-reviewer): Enhances GitHub PR reviews with AI-driven analysis and secure MCP integration for detailed feedback and decision-making.
- [bacoco/ai-expert-workflow-mcp](https://github.com/bacoco/ai-expert-workflow-mcp): Facilitates AI-driven project planning and task management by integrating with Task Master and leveraging OpenRouter API for diverse AI model support.
- [Yoshida24/learn-fastmcp-mastra](https://github.com/Yoshida24/learn-fastmcp-mastra): Explore and understand the integration of fastmcp with mastra using Deno for automated MCP server deployment.
- [yorifuji/mcp-say-excuse-me](https://github.com/yorifuji/mcp-say-excuse-me): Facilitates the playback of a specific sound through an MCP server setup.
- [GodZlayer/remote-mcp-server](https://github.com/GodZlayer/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [rerofumi/fm-mcp-comfyui-bridge](https://github.com/rerofumi/fm-mcp-comfyui-bridge): Facilitates image generation through ComfyUI integration, offering caption and tag analysis capabilities.
- [tsdata/mcp-rag-starter](https://github.com/tsdata/mcp-rag-starter): A starter kit for implementing a RAG server using MCP for document search and processing with multilingual support.
- [heiyhia/remote-mcp-server](https://github.com/heiyhia/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool invocation.
- [foxytanuki/mcp-sandbox](https://github.com/foxytanuki/mcp-sandbox): A sandbox environment for testing MCP server configurations with Claude Desktop.
- [baYsed-BuidlAI/story-mcp-hub](https://github.com/baYsed-BuidlAI/story-mcp-hub): Central hub for managing MCP servers that facilitate AI agent interactions with Story Protocol's blockchain and SDK services.
- [tash-2s/satori](https://github.com/tash-2s/satori): Satori is an MCP server designed for seamless integration with Slack, facilitating efficient command execution and interaction.
- [tesla0225/mcp-a2a](https://github.com/tesla0225/mcp-a2a): Facilitates interaction between LLMs and A2A agents, enabling task management and message exchange through the Model Context Protocol.
- [INQUIRELAB/mcp-bridge-api](https://github.com/INQUIRELAB/mcp-bridge-api): MCP Bridge is a versatile proxy enabling secure tool execution across diverse environments through a unified REST API, facilitating seamless integration with any LLM backend.
- [koichikawamura/mercury-parser](https://github.com/koichikawamura/mercury-parser): A wrapper for the Mercury Parser, enabling seamless integration with MCP for content parsing tasks.
- [Srikanth844/mcp-tool-execution-with-llm](https://github.com/Srikanth844/mcp-tool-execution-with-llm): A client that interfaces with multiple MCP servers, utilizing an LLM to dynamically execute tools based on user input via a chat interface.
- [dreamfactorysoftware/df-mcp](https://github.com/dreamfactorysoftware/df-mcp): DreamFactory MCP Server facilitates AI assistants like Claude to access databases via DreamFactory's REST APIs.
- [olafgeibig/sequential-thinking-azure](https://github.com/olafgeibig/sequential-thinking-azure): A modified Sequential Thinking MCP server tailored for Azure OpenAI, ensuring compatibility with API character limits through an innovative instructions-as-a-tool approach.
- [chy-dotcom/mcp-one](https://github.com/chy-dotcom/mcp-one): Deploy HTML content to EdgeOne Pages with automatic public URL generation using the MCP protocol.
- [lxkaka/mcp-label-studio](https://github.com/lxkaka/mcp-label-studio): Facilitates the management and interaction with Label Studio projects, offering tools for project creation, data import/export, and annotation workflows.
- [kanishkatn/go-deps-mcp](https://github.com/kanishkatn/go-deps-mcp): Analyzes and visualizes Go project dependencies, offering real-time updates and integration with Windsurf.
- [laksiri-kingslake/mcp-simple-server](https://github.com/laksiri-kingslake/mcp-simple-server): A straightforward MCP server setup guide with configuration instructions for Claude Desktop integration.
- [devstefancho/mermaid-mcp](https://github.com/devstefancho/mermaid-mcp): Facilitates the creation and analysis of Mermaid flowcharts for integration with Claude.
- [iimuz/mcp-servers](https://github.com/iimuz/mcp-servers): A collection of MCP servers configured for personal use, optimized for SSE mode in Docker environments.
- [sisisin-sandbox/try-mcp-server](https://github.com/sisisin-sandbox/try-mcp-server): Facilitates BigQuery operations through an MCP server, leveraging Deno for compilation and Google Cloud credentials for authentication.
- [ToolJet/tooljet-mcp](https://github.com/ToolJet/tooljet-mcp): Facilitates seamless interaction between AI assistants and the ToolJet platform, enabling management of users, workspaces, and applications through the Model Context Protocol.
- [vikramaroskar/mcp1](https://github.com/vikramaroskar/mcp1): A proof-of-concept MCP server implementation for running Node.js commands via a weather service configuration.
- [chosty/mcp-xid-server](https://github.com/chosty/mcp-xid-server): Generates globally unique identifiers using the MCP protocol.
- [affanrasheed/universal-mcp](https://github.com/affanrasheed/universal-mcp): A versatile MCP server and client supporting dynamic model switching between OpenAI and Anthropic, with integrated tools for weather, cryptocurrency, news, and more.
- [ashukumar2001/xbeats-mcp](https://github.com/ashukumar2001/xbeats-mcp): Facilitates music track downloads through a Model Context Protocol server with customizable settings.
- [adisuryanathan/supercorp-ai_supergateway](https://github.com/adisuryanathan/supercorp-ai_supergateway): Supergateway facilitates running MCP stdio-based servers over SSE or WebSockets, enabling seamless remote access and integration with web-based clients.
- [jotaijs/jotai-mcp-server](https://github.com/jotaijs/jotai-mcp-server): Facilitates the execution of MCP server commands using Deno with Jotai integration.
- [zyy07/xiyan_table_mcp_server](https://github.com/zyy07/xiyan_table_mcp_server): Facilitates natural language querying and analysis of table data from CSV files using LLMs.
- [jagnyadatta67/MCP-Spring-AI](https://github.com/jagnyadatta67/MCP-Spring-AI): Integrates a custom MCP Server built with Spring Boot and Spring AI with Claude Desktop to fetch system details.
- [IterateFast-Labs/fission-buidl-ai](https://github.com/IterateFast-Labs/fission-buidl-ai): Fission is an AI-driven governance framework that enhances decentralized decision-making through autonomous AI agents, transparent benchmarking, and on-chain execution.
- [voronkovm/openai-mcp-server](https://github.com/voronkovm/openai-mcp-server): Facilitates seamless integration with OpenAI's protocol using a robust MCP server setup.
- [Cognitive-Stack/mcphub](https://github.com/Cognitive-Stack/mcphub): MCPHub offers a streamlined solution for embedding MCP servers into AI frameworks, facilitating seamless integration with OpenAI Agents, LangChain, and Autogen through a unified interface.
- [Suixinlei/tongyi-wanx-mcp-server](https://github.com/Suixinlei/tongyi-wanx-mcp-server): Facilitates text-to-image generation using Alibaba Cloud's Tongyi Wanxiang API, enabling seamless integration with LLMs via the MCP protocol.
- [jkoelker/posuer](https://github.com/jkoelker/posuer): Posuer is a versatile MCP manager that connects LLM clients to multiple backend servers, optimizing capability aggregation and configuration management.
- [WhissleAI/whissle-mcp](https://github.com/WhissleAI/whissle-mcp): Facilitates speech-to-text, diarization, translation, and text summarization via Whissle API endpoints.
- [hemenge133/screen-view-mcp](https://github.com/hemenge133/screen-view-mcp): Utilizes the Claude Vision API to capture and analyze desktop screenshots, providing AI-driven insights into screen content and layout.
- [JordanDalton/ServiceTitanMcpServer](https://github.com/JordanDalton/ServiceTitanMcpServer): Facilitates integration with ServiceTitan by compiling TypeScript files into a deployable MCP server.
- [trevoruptain/hello-world-mcp](https://github.com/trevoruptain/hello-world-mcp): A whimsical MCP server offering over-the-top greetings and Mad Libs stories for Claude Desktop users.
- [UnitaryLabs/dryai-mcp-server](https://github.com/UnitaryLabs/dryai-mcp-server): Facilitates integration with Dry.ai by implementing an MCP server for seamless interaction with smartspaces and Claude Desktop.
- [Birmingham-AI/mcp-tutorial](https://github.com/Birmingham-AI/mcp-tutorial): A comprehensive tutorial for setting up and experimenting with BrowserTools and MCP-LOGO-GEN servers, facilitating browser automation and image generation tasks.
- [karlost/FreeloMCP](https://github.com/karlost/FreeloMCP): Facilitates seamless integration of Freelo's project management API with AI assistants using the Model Context Protocol.
- [JustVarunsai/create-mcp-server](https://github.com/JustVarunsai/create-mcp-server): A custom server offering arithmetic tools for AI assistants, enhancing their computational capabilities.
- [jaibehl97/genie_mcp](https://github.com/jaibehl97/genie_mcp): Integrate Databricks' AI/BI assistant features with other applications through a standardized interface for natural language querying of Databricks data.
- [groq/groq-mcp-server](https://github.com/groq/groq-mcp-server): Leverage Groq's high-speed inference capabilities for vision, speech, and batch processing tasks through the Model Context Protocol.
- [6laercio/mcp-claude-demo](https://github.com/6laercio/mcp-claude-demo): Connects Claude Desktop with MCP servers using TypeScript for seamless integration.
- [rose201107059/openmanus-remote-mcp-test](https://github.com/rose201107059/openmanus-remote-mcp-test): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [lioensky/siliconflow-flux-mcp-server](https://github.com/lioensky/siliconflow-flux-mcp-server): Facilitates AI-driven image generation using SiliconFlow's Flux model via the MCP protocol, supporting customizable parameters and multiple resolutions.
- [spisupat/atla-mcp-server](https://github.com/spisupat/atla-mcp-server): Facilitates seamless interaction between LLMs and Atla's evaluation models through a standardized MCP server interface.
- [Jeffail/ash](https://github.com/Jeffail/ash): ASH is an AI bot leveraging an MCP server for executing tasks and managing observability tools, with integration options for Claude and Ollama.
- [chew-z/DeepseekMCP](https://github.com/chew-z/DeepseekMCP): A Golang-based MCP server that integrates with DeepSeek's API for advanced code review and file management.
- [tappi287/ollama-mcpo-adapter](https://github.com/tappi287/ollama-mcpo-adapter): Facilitates the integration of MCPO tools with Ollama by providing a Python adapter and runtime service for seamless function exposure.
- [ibakshay/perses-mcp](https://github.com/ibakshay/perses-mcp): Facilitates standardized interaction between LLM hosts and the Perses Application.
- [slot181/openai-image-mcp](https://github.com/slot181/openai-image-mcp): Facilitates high-quality image generation through OpenAI APIs, offering a standardized interface for specifying image parameters.
- [siarhei-belavus/gerrit-mcp](https://github.com/siarhei-belavus/gerrit-mcp): Integrates Gerrit code reviews with AI-powered IDEs for automated code reviews using the MCP protocol.
- [x-challenger/mcp-server-hai](https://github.com/x-challenger/mcp-server-hai): Facilitates the management of Tencent HAI services through an MCP server, enabling instance creation, status querying, and network management.
- [cdpath/mcp-server-chatgpt-app](https://github.com/cdpath/mcp-server-chatgpt-app): Facilitates ChatGPT integration on macOS through an MCP server, enabling streamlined communication via the 'Ask ChatGPT on Mac' shortcuts.
- [302ai/302_file_parser_mcp](https://github.com/302ai/302_file_parser_mcp): Facilitates file parsing through a MCP server, integrating seamlessly with Claude Desktop for enhanced data processing.
- [cutout-pro/cutout-mcp](https://github.com/cutout-pro/cutout-mcp): Facilitates seamless integration with cutout.pro API using MCP stdio server.
- [pinkpixel-dev/mindbridge-mcp](https://github.com/pinkpixel-dev/mindbridge-mcp): MindBridge orchestrates AI workflows by connecting applications to multiple LLMs through a unified API, enabling seamless model switching and intelligent routing for enhanced reasoning and collaboration.
- [srgio-es/teamcenter-mcp-server](https://github.com/srgio-es/teamcenter-mcp-server): Integrates with Teamcenter PLM via REST API to facilitate direct data interaction through Claude.
- [zawster/MCP-Lab](https://github.com/zawster/MCP-Lab): Showcases integrations, custom toolchains, and real-world use cases for MCP-based systems.
- [MiniMax-AI/MiniMax-MCP](https://github.com/MiniMax-AI/MiniMax-MCP): Facilitates seamless interaction with advanced Text to Speech and multimedia generation APIs, enabling voice cloning, video, and image creation.
- [borawong/mcptest](https://github.com/borawong/mcptest): MCPHub consolidates multiple MCP servers into a single SSE endpoint, offering centralized management and real-time monitoring through an intuitive dashboard.
- [chiisen/ClaudeLocalMCP.js](https://github.com/chiisen/ClaudeLocalMCP.js): A local JavaScript-based MCP server for Claude, enabling AI to query weather information via OpenWeatherMap API.
- [unit-mesh/mcp-server-examples](https://github.com/unit-mesh/mcp-server-examples): Showcases various MCP server implementations for AutoDev, including filesystem, greeting, echo, and weather services.
- [unionai-oss/union-mcp](https://github.com/unionai-oss/union-mcp): Facilitates the use of Union tasks, workflows, and apps as tools through an MCP server setup.
- [miyaliunian/prompt-generator](https://github.com/miyaliunian/prompt-generator): Facilitates image-to-code generation for Cursor by providing structured prompt templates for PC and mobile platforms.
- [sashasova1/vapi-mcp](https://github.com/sashasova1/vapi-mcp): Facilitates AI-driven outbound calls via the VAPI platform using an MCP server.
- [chiisen/ClaudeLocalMCP.ts](https://github.com/chiisen/ClaudeLocalMCP.ts): A local MCP server in TypeScript for Claude, enabling AI to query weather information via OpenWeatherMap API.
- [dzarezenko/ai-weather-mcp](https://github.com/dzarezenko/ai-weather-mcp): Provides AI-driven weather forecasting for the US through an MCP server interface.
- [deepsuthar496/father-mcp](https://github.com/deepsuthar496/father-mcp): Facilitates AI models in creating and understanding MCP implementations with comprehensive tools and documentation.
- [HiteSit/simple-mcp-prompt-engineer](https://github.com/HiteSit/simple-mcp-prompt-engineer): A server that systematically optimizes AI prompts through analysis, rule application, and iterative refinement using the Model Context Protocol.
- [atla-ai/atla-mcp-server](https://github.com/atla-ai/atla-mcp-server): Facilitates seamless interaction between LLMs and the Atla API for advanced evaluation tasks.
- [koch3092/time-mcp-server](https://github.com/koch3092/time-mcp-server): Facilitates time and timezone conversion for LLMs using IANA timezone names with automatic system timezone detection.
- [mschrome/remote-mcp-server](https://github.com/mschrome/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [VapiAI/mcp-server](https://github.com/VapiAI/mcp-server): Facilitates integration with Vapi APIs for managing assistants and scheduling calls through the Model Context Protocol.
- [arjunkmrm/bated_mcp_test](https://github.com/arjunkmrm/bated_mcp_test): A TypeScript-based MCP server implementing a simple notes system with resources, tools, and prompts for note management and summarization.
- [uraaaa24/weather-server](https://github.com/uraaaa24/weather-server): A TypeScript-based MCP server implementing a simple notes system with resources, tools, and prompts for note management and summarization.
- [viceentmarti4/mcp-metricool](https://github.com/viceentmarti4/mcp-metricool): Facilitates AI-driven analysis of social media metrics and campaign data via the Metricool API.
- [chew-z/TimeMCP](https://github.com/chew-z/TimeMCP): A Golang-based server offering time and timezone conversion tools through the Model Control Protocol.
- [cristianoliveira/swaywm-mcp](https://github.com/cristianoliveira/swaywm-mcp): Facilitates interaction with the SwayWM window manager through an LLM and MCP client, enabling dynamic control and data access.
- [bee1194/weather-mpc-s](https://github.com/bee1194/weather-mpc-s): A Model Context Protocol server built with mcp-framework, designed for easy tool integration and deployment.
- [aemaethai/giga-claude-config](https://github.com/aemaethai/giga-claude-config): Docker-based configuration for running MCP servers with integrations for GitHub, Slack, Okta, and Google services.
- [osushinekotan/chromadb-fastapi-mcp](https://github.com/osushinekotan/chromadb-fastapi-mcp): Integrates ChromaDB with FastAPI to function as an MCP server, enabling efficient document management and querying through API endpoints.
- [yuzujoe/newrelic-change-tracking-mcp-server](https://github.com/yuzujoe/newrelic-change-tracking-mcp-server): Facilitates integration with New Relic Change Tracking through chat interfaces, enabling easy recording of deployment events.
- [pottekkat/dicedb-mcp](https://github.com/pottekkat/dicedb-mcp): Facilitates AI applications to interact with DiceDB databases using the Model Context Protocol.
- [BirajMainali/poratiner-ce-mcp-server](https://github.com/BirajMainali/poratiner-ce-mcp-server): Facilitates AI-driven management of Docker containers and services via Portainer's API.
- [TeXmeijin/manalinkMCP](https://github.com/TeXmeijin/manalinkMCP): Facilitates AI assistant functionalities like teacher search through a Model Context Protocol server implementation.
- [Godzilla675/agentic-ai-tool-suite](https://github.com/Godzilla675/agentic-ai-tool-suite): Enhances AI agent capabilities with a suite of MCP servers for media search, web information retrieval, and document creation.
- [maxkotas/animatronic-eyes-mcp](https://github.com/maxkotas/animatronic-eyes-mcp): Control animatronic eyes with precise movements and animations using a Node.js MCP server and Arduino integration.
- [EmanuelJr/web3-mcp-server](https://github.com/EmanuelJr/web3-mcp-server): Facilitates Web3 interactions on EVM chains using the Model Context Protocol, enabling token balance fetching and smart contract function calls.
- [JordanDalton/NameApiMcpServer](https://github.com/JordanDalton/NameApiMcpServer): Facilitates integration with NameAPI services through a customizable MCP server setup.
- [ucho/mcp-weather-server](https://github.com/ucho/mcp-weather-server): A TypeScript-based MCP server implementing a notes system with resources, tools, and prompts for note management and summarization.
- [FloWuenne/mcp-nf-core](https://github.com/FloWuenne/mcp-nf-core): Facilitates the use of nf-core tools for pipeline and module management through MCP server implementations in CLI and Python.
- [tuvia-r/openai-to-mcp](https://github.com/tuvia-r/openai-to-mcp): Transforms OpenAPI/Swagger specifications into MCP servers, enabling seamless interaction between LLMs and REST APIs.
- [researchai/Welcome-MCP](https://github.com/researchai/Welcome-MCP): This repository provides a comprehensive guide for installing and debugging the GitHub Model Control Protocol (MCP) integration in Cursor IDE, focusing on common issues and solutions.
- [Hatz-AI/remote-mcp-server](https://github.com/Hatz-AI/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and integration with Claude Desktop.
- [tot-ra/clarifai-mcp-server-local](https://github.com/tot-ra/clarifai-mcp-server-local): Facilitates local interaction with the Clarifai API for image generation and inference through MCP requests.
- [niceberginc/agentipy-mcp](https://github.com/niceberginc/agentipy-mcp): Facilitates seamless blockchain operations for Claude AI by integrating with the Solana blockchain through a standardized interface.
- [xlengelle-sf/agentforce-mcp-xlengelle](https://github.com/xlengelle-sf/agentforce-mcp-xlengelle): Facilitates interaction with the Salesforce Agentforce API, enabling authentication, session management, and message exchange with agents.
- [kadykov/mcp-openapi-schema-explorer](https://github.com/kadykov/mcp-openapi-schema-explorer): Facilitates efficient exploration of OpenAPI and Swagger specifications through MCP Resources, optimizing token usage for client-side applications.
- [sb-vdb/aigency](https://github.com/sb-vdb/aigency): Facilitates automation of PowerPoint tasks using Claude and MCP endpoints for seamless integration with AI agents.
- [NeuralLog/mcp-client](https://github.com/NeuralLog/mcp-client): This repository provides a client for integrating AI-MCP-Logger with Claude, enabling AI assistants to access logs directly.
- [matheus896/crewai-mcp](https://github.com/matheus896/crewai-mcp): CrewAI Multi-Tool MCP Server offers text summarization and web research capabilities through configurable CrewAI agents, accessible via MCP protocol.
- [mgreen27/mcp-velociraptor](https://github.com/mgreen27/mcp-velociraptor): Velociraptor MCP bridges LLMs with MCP clients, offering Windows triage tools for querying machine-specific data.
- [Hwenyi/edge-tts-mcp](https://github.com/Hwenyi/edge-tts-mcp): Enhance AI assistants with natural-sounding text-to-speech capabilities using Microsoft Edge's TTS service.
- [Jenscaasen/ask-an-expert-MCP](https://github.com/Jenscaasen/ask-an-expert-MCP): Facilitates cost-effective expert consultations for coding agents by enabling them to ask targeted questions to an OpenAI-compatible API.
- [KenNguyen-34/remote-mcp-server](https://github.com/KenNguyen-34/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [fashionzzZ/markdown-to-html](https://github.com/fashionzzZ/markdown-to-html): Transforms Markdown content into HTML using the Model Context Protocol.
- [yeger00/kev-mcp](https://github.com/yeger00/kev-mcp): A Python-based MCP server for querying CISA's Known Exploited Vulnerabilities catalog using DuckDB.
- [wingsfly/mcp_service_demo](https://github.com/wingsfly/mcp_service_demo): Demonstrates the use of Model Context Protocol services with support for SSE and stdio interactions, compatible with various large model formats.
- [mixuechu/mcp-vercel-github-integration](https://github.com/mixuechu/mcp-vercel-github-integration): Facilitates automated GitHub repository creation and Vercel template deployment with secure credential handling.
- [RyanSalehTechConsultation/xmagic-mcp](https://github.com/RyanSalehTechConsultation/xmagic-mcp): Magic Component Platform (MCP) leverages AI to generate modern UI components from natural language descriptions, integrating seamlessly with popular IDEs for an enhanced development workflow.
- [Atotti/mozisu-mcp-server](https://github.com/Atotti/mozisu-mcp-server): Facilitates precise character count for LLM-generated text, supporting multibyte characters like Japanese and emojis.
- [cantpr09ram/TKU-MCP](https://github.com/cantpr09ram/TKU-MCP): Facilitates interaction between TronClass and Claude AI using the Model Context Protocol.
- [merge-api/merge-mcp](https://github.com/merge-api/merge-mcp): Facilitates natural language interaction with Merge API data across multiple categories, leveraging LLMs through the MCP protocol.
- [pddhkt/remote-mcp-server](https://github.com/pddhkt/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [JordanDalton/RestCsvMcpServer](https://github.com/JordanDalton/RestCsvMcpServer): Facilitates integration with RestCSV through a generated MCP server using MCPGen.
- [william-Dic/Self-Reflection-Claude](https://github.com/william-Dic/Self-Reflection-Claude): An autonomous learning system for Claude that enhances its error detection and correction capabilities using the Model Context Protocol.
- [zinja-coder/jadx-ai-mcp](https://github.com/zinja-coder/jadx-ai-mcp): Enhance JADX decompiler with real-time AI-driven code analysis and reverse engineering capabilities through MCP integration.
- [JaesungMoon/mcp](https://github.com/JaesungMoon/mcp): Facilitates local SQLite database access through the MCP protocol, integrating with Claude Desktop for seamless data querying.
- [chainaim3003/mcp](https://github.com/chainaim3003/mcp): A custom MCP server implementation for Chainaim and Actus, featuring modules for OCR, weather simulation, and filesystem operations.
- [pws-pm/MCP-ArmoniaPlus](https://github.com/pws-pm/MCP-ArmoniaPlus): Enables Claude AI to control ArmoníaPlus audio devices via a local MCP server.
- [phoenixai-sw/mcp-agent-phoenix](https://github.com/phoenixai-sw/mcp-agent-phoenix): A Python-based MCP server for YouTube content analysis, integrating with OpenAI Agents SDK for enhanced AI-driven insights.
- [rerost/mcp-graphql](https://github.com/rerost/mcp-graphql): Facilitates GraphQL queries to GitHub's API using a Go-based MCP server.
- [wang-junjian/ragflow-mcp-server](https://github.com/wang-junjian/ragflow-mcp-server): Facilitates knowledge base searches and chat interactions through the RAGFlow API.
- [automateyournetwork/chatGPT_MCP](https://github.com/automateyournetwork/chatGPT_MCP): Facilitates advanced reasoning and summarization by forwarding prompts to ChatGPT via a Model Context Protocol server.
- [TuanKiri/weather-mcp-server](https://github.com/TuanKiri/weather-mcp-server): Facilitates AI assistants in accessing and interpreting real-time weather data through a lightweight MCP server.
- [ibramaf10/Figma-MCP](https://github.com/ibramaf10/Figma-MCP): Facilitates integration of Figma with MCP servers for enhanced design workflow automation.
- [nosadaniel/mcp-weather-server-tool](https://github.com/nosadaniel/mcp-weather-server-tool): A TypeScript-based server that enables LLMs to access real-time weather data via the Model Context Protocol, facilitating seamless AI integration with meteorological information.
- [zuojianghua/comfyui_mcp_server](https://github.com/zuojianghua/comfyui_mcp_server): Facilitates image generation and workflow automation through a configurable MCP server setup.
- [serkanyasr/mcp-agent-tool-adapter](https://github.com/serkanyasr/mcp-agent-tool-adapter): Transforms MCP tools into collaborative agents using Google ADK or LangGraph for dynamic reasoning and tool planning.
- [TSavo/Unity-MCP](https://github.com/TSavo/Unity-MCP): Facilitates AI-assisted game development and runtime debugging in Unity through a standardized interface.
- [MushroomFleet/llm-secret-mcp](https://github.com/MushroomFleet/llm-secret-mcp): Facilitates LLMs in securely encrypting and storing private thoughts using AES-256 encryption.
- [chr0n1x/golang-mcp-playground](https://github.com/chr0n1x/golang-mcp-playground): A minimalistic Golang-based MCP server template designed to run in a Docker container.
- [chiziuwaga/vercel-ai-sdk-mcp-project](https://github.com/chiziuwaga/vercel-ai-sdk-mcp-project): Facilitates AI development by integrating Vercel AI SDK with Figma and Magic MCP for seamless multi-MCP orchestration in Cursor environments.
- [avireddy0/ClaudeMCP](https://github.com/avireddy0/ClaudeMCP): A comprehensive collection of reference implementations for the Model Context Protocol, showcasing secure and controlled access for LLMs to various tools and data sources.
- [sunmer/node-simple-mcp-example](https://github.com/sunmer/node-simple-mcp-example): Facilitates interaction between Claude and a local JSON server using MCP for executing commands and data manipulation.
- [w4nd3r1ingY4k/remote-mcp-server](https://github.com/w4nd3r1ingY4k/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login, enabling seamless integration with Claude Desktop and MCP Inspector.
- [Ztein/rb-api-mcp](https://github.com/Ztein/rb-api-mcp): Facilitates seamless integration between LLMs and Kolada, enabling data-driven analysis of Swedish municipal statistics.
- [DeepMyst/DeepMyst-MCP](https://github.com/DeepMyst/DeepMyst-MCP): Facilitates seamless collaboration between LLMs with intelligent token optimization and smart routing capabilities.
- [amirilovic/mcp-server-proxy](https://github.com/amirilovic/mcp-server-proxy): A proxy server that connects to multiple MCP servers, offering a unified interface for tool access with support for multiple configuration profiles and modes.
- [da1z/docsmcp](https://github.com/da1z/docsmcp): Facilitates LLMs in accessing and querying documentation from various sources using the Model Context Protocol.
- [skylight-ai/skylight-ts-sdk](https://github.com/skylight-ai/skylight-ts-sdk): A developer-friendly TypeScript SDK that serves as an MCP server, enabling AI applications to interact with Windows instances via Skylight API.
- [disler/aider-mcp-server](https://github.com/disler/aider-mcp-server): Enhances AI coding efficiency by offloading tasks to Aider, an open-source assistant, through a minimal MCP server.
- [nyatinte/mcp-example](https://github.com/nyatinte/mcp-example): A playful MCP server example with build instructions and configuration settings for cline vscode.
- [koduki/example-mcp](https://github.com/koduki/example-mcp): Demonstrates building an MCP server in TypeScript with tools, resources, and prompt templates.
- [gergelyszerovay/aibd-devcontainer](https://github.com/gergelyszerovay/aibd-devcontainer): Facilitates AI-assisted development with Claude through a preconfigured dev container using an MCP server for file system and shell operations.
- [winterjung/mcp-korean-spell](https://github.com/winterjung/mcp-korean-spell): Facilitates Korean spell checking through an MCP server interface.
- [quiint/c7-mcp-server](https://github.com/quiint/c7-mcp-server): Facilitates seamless interaction with Context7's API through MCP-compatible clients, enabling project querying, searching, and metadata retrieval.
- [54yyyu/kaggle-mcp](https://github.com/54yyyu/kaggle-mcp): Seamlessly integrates Claude AI with the Kaggle API, facilitating competition, dataset, and kernel operations via the Model Context Protocol.
- [ChenyqThu/mcp-server-stylepilot](https://github.com/ChenyqThu/mcp-server-stylepilot): StylePilot MCP Server provides a comprehensive style template service for LLMs to generate stylized content using the Model Context Protocol.
- [t3ta/ts-introspect-mcp-server](https://github.com/t3ta/ts-introspect-mcp-server): Facilitates TypeScript package introspection by extracting and analyzing exported symbols and type information for LLM applications.
- [JackKuo666/PyPI-MCP-Server](https://github.com/JackKuo666/PyPI-MCP-Server): Facilitates AI assistants in accessing and searching PyPI package data via a streamlined MCP interface.
- [minkyu1128/demo-mcp](https://github.com/minkyu1128/demo-mcp): A Spring Boot Java-based MCP server offering user management tools for AI assistants.
- [comeonzhj/have-a-think](https://github.com/comeonzhj/have-a-think): Facilitates deep reasoning for large models using the DeepSeek API.
- [inceptionJh/sentry-mcp-server](https://github.com/inceptionJh/sentry-mcp-server): Facilitates integration with Sentry for monitoring and error tracking through MCP server commands.
- [bydymainit2/remote-mcp-server](https://github.com/bydymainit2/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [el-el-san/fal-mcp-server](https://github.com/el-el-san/fal-mcp-server): Facilitates AI-driven video generation from text prompts and images using advanced models like Luma Ray2 Flash and Kling v1.6 Pro.
- [upa/mcp-netmiko-server](https://github.com/upa/mcp-netmiko-server): Facilitates LLMs in managing network devices through SSH using netmiko.
- [jlrcnmsn1990/remote-mcp-server](https://github.com/jlrcnmsn1990/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [ioehub/ioehub-mcp-time-server](https://github.com/ioehub/ioehub-mcp-time-server): Provides reliable and comprehensive time information to AI models via the MCP protocol, ensuring seamless integration with platforms like Claude and Cursor.
- [daigo38/g-shell-mcp](https://github.com/daigo38/g-shell-mcp): G-Shell MCP facilitates efficient execution and management of Google Apps Script projects, enabling seamless interaction with Google services through natural language operations.
- [majie1993/remote-mcp-server](https://github.com/majie1993/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [nCrom/readme-updater-mcp](https://github.com/nCrom/readme-updater-mcp): Enhances README.md files by analyzing semantic conflicts using Ollama and updating content accordingly.
- [nozo-moto/my-uuid-mcp](https://github.com/nozo-moto/my-uuid-mcp): Facilitates UUID generation through a customizable MCP server setup.
- [sebsto/mcpserverkit](https://github.com/sebsto/mcpserverkit): A Swift framework offering a high-level API for building MCP servers, simplifying tool creation and server setup.
- [miracledevlol/remote-mcp-server](https://github.com/miracledevlol/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [jhon2c/mcp-boilerplate](https://github.com/jhon2c/mcp-boilerplate): A modern, lightning-fast boilerplate for developing MCP applications with Bun and TypeScript, featuring robust validation, smart logging, and CLI-ready implementation.
- [gornskew/lisply-mcp](https://github.com/gornskew/lisply-mcp): Facilitates AI-assisted symbolic programming by bridging Claude AI with Lisp-speaking backend services like Gendl.
- [wizd/airylark-mcp-server](https://github.com/wizd/airylark-mcp-server): AiryLark MCP server offers high-precision translation services with seamless integration for AI assistants, supporting multi-language translation and comprehensive quality assessment.
- [MorDavid/NetworksDB-MCP](https://github.com/MorDavid/NetworksDB-MCP): Integrate NetworksDB with MCP for natural language network intelligence queries, including IP geolocation and DNS analysis.
- [cjavier/McpServerBasic](https://github.com/cjavier/McpServerBasic): Facilitates AI assistants' interaction with external services and data sources through a Model Context Protocol server compatible with Claude.
- [Alex-air/mcp_viterbit](https://github.com/Alex-air/mcp_viterbit): Connects Viterbit ATS to Claude, offering candidate metrics and funnel insights via a FastAPI server and MCP interface.
- [totto2727-org/mcp](https://github.com/totto2727-org/mcp): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [ashleyhindle/croft](https://github.com/ashleyhindle/croft): Enhance Laravel projects with an MCP server for improved AI pair programming and streamlined development tasks.
- [James-Leslie/mcp-servers](https://github.com/James-Leslie/mcp-servers): A suite of local Python MCP servers designed for seamless integration with Cursor.
- [mikhashev/pct-mcp-server](https://github.com/mikhashev/pct-mcp-server): Facilitates AI personalization by enabling persistent context storage and management for AI assistants using the Model Context Protocol.
- [li-longjie/mcpo-Test-items_for-ai_agent](https://github.com/li-longjie/mcpo-Test-items_for-ai_agent): MCPO seamlessly transforms MCP tools into OpenAPI-compliant HTTP servers, enabling standardized access to services like time queries and web content retrieval within a Flask-based chat system.
- [Paul60209/Langchain_with_MCP](https://github.com/Paul60209/Langchain_with_MCP): Integrates Langchain, Chainlit, and MCP to create an AI application with tool servers for weather, database, and PowerPoint translation queries.
- [cryppadotta/mcp-wizzypedia](https://github.com/cryppadotta/mcp-wizzypedia): Facilitates interaction with Wizzypedia APIs for querying and editing wiki pages via MCP-enabled editors.
- [JakePartusch/remote-mcp-server-2](https://github.com/JakePartusch/remote-mcp-server-2): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [moises-paschoalick/ai-agent-with-mcp](https://github.com/moises-paschoalick/ai-agent-with-mcp): An AI agent leveraging the Model Context Protocol to interact with external resources, providing user and messaging functionalities.
- [Dreamatron/DreamatronAgent](https://github.com/Dreamatron/DreamatronAgent): An AI-driven plugin for Unreal Engine enabling remote control and scene manipulation through a TCP server using Model Context Protocol.
- [sylphlab/pdf-reader-mcp](https://github.com/sylphlab/pdf-reader-mcp): Empowers AI agents to securely extract text, metadata, and page counts from PDF files using Node.js/TypeScript.
- [Siedrix/hello-mcp-server](https://github.com/Siedrix/hello-mcp-server): A Model Context Protocol server enabling AI assistants to interact with external services and data sources, compatible with Claude and other MCP-compatible AI assistants.
- [yumia-pretty/cursor-mcp-installer](https://github.com/yumia-pretty/cursor-mcp-installer): A meta-server designed for Cursor users to effortlessly install and configure other MCP servers, enhancing AI capabilities.
- [atlasvrm-chris/hostaway-mcp](https://github.com/atlasvrm-chris/hostaway-mcp): Enables LLMs to access and manage Hostaway vacation rental data through a standardized protocol.
- [TakahashiIkki/devin-mcp-uuid-sample](https://github.com/TakahashiIkki/devin-mcp-uuid-sample): Facilitates UUID generation and validation through an MCP server using TypeScript.
- [Techiral/mcp](https://github.com/Techiral/mcp): OpenClient is a CLI-based universal AI application connector that enhances LLMs through standardized context provisioning, enabling seamless integration with various servers for next-gen AI applications.
- [MorDavid/BloodHound-MCP-AI](https://github.com/MorDavid/BloodHound-MCP-AI): BloodHound-MCP-AI enables security professionals to analyze Active Directory attack paths using natural language through AI integration with BloodHound via the Model Context Protocol.
- [AlbertoPrimerano76/thinktrace](https://github.com/AlbertoPrimerano76/thinktrace): ThinkTrace is a modular framework that integrates AI tools into LLM agents via the MCP protocol, enabling tool-aware reasoning with structured decision trees and explainable outputs.
- [cellwebb/ollama-mcp](https://github.com/cellwebb/ollama-mcp): A Discord bot leveraging MCP servers for AI-driven interactions, including memory management, web fetching, and browser automation.
- [lex-tools/codebase-context-dumper](https://github.com/lex-tools/codebase-context-dumper): Effortlessly integrate your codebase context into LLMs by automating the selection and formatting of files, respecting `.gitignore` rules, and supporting large codebase chunking.
- [opqrapp/sapling-mcp](https://github.com/opqrapp/sapling-mcp): A Node.js implementation of the Model Context Protocol server tailored for Sapling SCM integration.
- [Aryan-Jhaveri/mcp-brockevents](https://github.com/Aryan-Jhaveri/mcp-brockevents): Facilitates seamless access to Brock University events through AI integration, enabling users to discover, filter, and explore campus happenings effortlessly.
- [RobertSloan22/mcp-graphql](https://github.com/RobertSloan22/mcp-graphql): Facilitates GraphQL queries for Claude Desktop by enabling dynamic endpoint configuration and query execution.
- [KartikeyM18/mcp-server-tester](https://github.com/KartikeyM18/mcp-server-tester): A web application for testing MCP server configurations, featuring a Node.js backend and React frontend.
- [felores/perplexity-sonar-mcp](https://github.com/felores/perplexity-sonar-mcp): Integrates Perplexity's Sonar models with Claude Desktop for real-time web search and advanced AI capabilities.
- [xlengelle-sf/agentforce-reliable-tool](https://github.com/xlengelle-sf/agentforce-reliable-tool): A reliable MCP-compliant client tool for connecting to Salesforce AgentForce API via the AgentForce Reliable Server.
- [cephalization/mcp-ts-quickstart](https://github.com/cephalization/mcp-ts-quickstart): A build-less TypeScript MCP server that fetches top stories from Hacker News using stdio transport.
- [hamstershleter7/promised](https://github.com/hamstershleter7/promised): Markdownify transforms diverse file types and web content into Markdown format, enhancing readability and shareability.
- [dgitj/openalex-mcp-server](https://github.com/dgitj/openalex-mcp-server): Facilitates academic paper searches through the OpenAlex API, offering detailed insights into papers, authors, and citations.
- [erenaslandev/mcp-duckdb](https://github.com/erenaslandev/mcp-duckdb): Facilitates SQL query execution and result retrieval on DuckDB databases with support for stdio and SSE transports.
- [AMasetti/MCP-SSE-Custom-Server](https://github.com/AMasetti/MCP-SSE-Custom-Server): A custom MCP server utilizing FastAPI and Server-Sent Events for real-time communication, alongside a standalone stdin/stdout implementation for integration with applications like Claude Desktop.
- [piplin-es/mcp-python](https://github.com/piplin-es/mcp-python): Facilitates Python code execution with persistent sessions via the MCP protocol, supporting environment variables and package installation.
- [distantorigin/mcp-telnet](https://github.com/distantorigin/mcp-telnet): Facilitates interaction between LLMs and telnet-based services, enabling seamless communication with legacy systems and text-based interfaces.
- [webdevtodayjason/NexusHub](https://github.com/webdevtodayjason/NexusHub): NexusHub serves as a central hub for integrating Claude AI with various external services, offering seamless access to filesystem, database, and Docker operations through the Model Context Protocol.
- [Sefikcan/mcp-sample](https://github.com/Sefikcan/mcp-sample): Facilitates AI model communication with external data sources through a client-server architecture, enabling integration with files, databases, and APIs.
- [ingpoc/Claude](https://github.com/ingpoc/Claude): A standalone MCP server focused on knowledge graph tools, enabling AI clients to create, query, and manipulate entities and relationships for persistent memory and context.
- [freshtechbro/Vibe-Coder-MCP](https://github.com/freshtechbro/Vibe-Coder-MCP): Vibe Coder MCP server enhances AI assistants with advanced software development tools, facilitating tasks like research, planning, code generation, and project scaffolding.
- [agentset-ai/mcp-server](https://github.com/agentset-ai/mcp-server): Agentset MCP Server empowers developers to swiftly create intelligent, document-based applications using Retrieval-Augmented Generation (RAG).
- [kentaojapi/shiitake-uranai-mcp](https://github.com/kentaojapi/shiitake-uranai-mcp): Facilitates LLM responses based on weekly Shiitake horoscope advice through an MCP server.
- [3dyuval/mcp-template](https://github.com/3dyuval/mcp-template): A comprehensive template for developing MCP servers compatible with Claude and other AI assistants, featuring a basic server structure, tool definitions, and integration guides.
- [UniFuncs/ufn-mcp-server](https://github.com/UniFuncs/ufn-mcp-server): Facilitates seamless integration with the UniFuncs API through a dedicated MCP server.
- [3loc/openapi-mcp-server](https://github.com/3loc/openapi-mcp-server): A versatile skeleton project for building MCP servers with support for stdio, SSE, and OpenAPI protocols.
- [Weaverse/mcp-server](https://github.com/Weaverse/mcp-server): Facilitates searching Weaverse documentation through a simple MCP server setup.
- [axone-protocol/axone-mcp](https://github.com/axone-protocol/axone-mcp): Axone's MCP server facilitates AI-powered tools' access to decentralized resources through a standardized protocol with built-in governance compliance.
- [anisirji/mcp-client-with-openai](https://github.com/anisirji/mcp-client-with-openai): A TypeScript-based framework integrating OpenAI's GPT-4o with MCP Tool Servers for real-time reasoning and tool-calling via SSE.
- [sentioxyz/sentio-mcp](https://github.com/sentioxyz/sentio-mcp): Sentio MCP Server offers a standardized interface for seamless interaction with Sentio's API services, integrating web, data, price, processor, and alert tools.
- [shuntaka9576/my-mcp-example](https://github.com/shuntaka9576/my-mcp-example): A Node.js-based MCP server leveraging experimental transform types for enhanced functionality.
- [Lightbaby/mcp-server-novacv](https://github.com/Lightbaby/mcp-server-novacv): Facilitates seamless integration with NovaCV's resume services, offering PDF generation, template retrieval, and resume text analysis.
- [pollinations/chucknorris](https://github.com/pollinations/chucknorris): Enhances LLMs with specialized prompts inspired by L1B3RT4S, pushing the boundaries of model capabilities.
- [kachponzchi/sequential-thinking-mcp-exploration](https://github.com/kachponzchi/sequential-thinking-mcp-exploration): Facilitates structured, progressive thinking by breaking down complex problems into sequential thoughts and generating summaries.
- [IvanAmador/vercel-ai-docs-mcp](https://github.com/IvanAmador/vercel-ai-docs-mcp): Empowers developers to query Vercel AI SDK documentation using AI-driven search and contextual responses.
- [hasura/promptql-mcp](https://github.com/hasura/promptql-mcp): Facilitates natural language data queries and analysis by bridging Hasura's PromptQL with AI assistants via the Model Context Protocol.
- [mollygu/AI](https://github.com/mollygu/AI): A Python-based MCP server utilizing FastMCP for local execution and tool integration.
- [tuning113/mamamelo](https://github.com/tuning113/mamamelo): Facilitates the integration of MCP Server with Cursor IDE for enhanced AI-assisted code development on Windows and Ubuntu environments.
- [FelippeFarias/refine-prompt](https://github.com/FelippeFarias/refine-prompt): Refine Prompt enhances ordinary prompts into structured instructions for any LLM, leveraging Claude's capabilities for improved AI interactions.
- [cnndabbler/remote-mcp-server](https://github.com/cnndabbler/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [d33disc/claude-mcp-toolkit](https://github.com/d33disc/claude-mcp-toolkit): Enhance AI-powered development with the Sequential Thinking MCP Server for Claude Desktop, integrating filesystem and desktop commands for dynamic problem-solving.
- [playcations/MCP-Calculator](https://github.com/playcations/MCP-Calculator): A Python-based MCP server offering a containerized API for performing advanced mathematical operations using scipy and numpy.
- [cagritrk/spring-ai-mcp-server](https://github.com/cagritrk/spring-ai-mcp-server): A Spring-based MCP server project showcasing CRUD operations with an in-memory data store for experimenting with AI integrations.
- [AsyncFuncAI/github-chat-mcp](https://github.com/AsyncFuncAI/github-chat-mcp): Facilitates the analysis and querying of GitHub repositories using the GitHub Chat API, enabling efficient repository indexing and information retrieval.
- [FradSer/mcp-server-mas-sequential-thinking](https://github.com/FradSer/mcp-server-mas-sequential-thinking): A sophisticated Multi-Agent System leveraging the Agno framework for advanced sequential thinking and problem-solving, served via MCP.
- [na06078/claude-gpt-memory-api](https://github.com/na06078/claude-gpt-memory-api): Facilitates seamless memory sharing between Claude and GPTs using a REST API, leveraging a unified knowledge graph structure.
- [recoupable/mcp-perplexity-vercel](https://github.com/recoupable/mcp-perplexity-vercel): Access Perplexity AI's language models via a standardized MCP interface with seamless Vercel deployment.
- [chinpeerapat/mcpo](https://github.com/chinpeerapat/mcpo): mcpo transforms MCP server commands into OpenAPI-compatible HTTP endpoints, enhancing security and interoperability with AI tools.
- [mongte/my-mcp-server](https://github.com/mongte/my-mcp-server): Provides real-time weather information for global cities with seamless Claude AI integration.
- [astroray/mcp-client](https://github.com/astroray/mcp-client): Desktop application for AI model interactions using the Model Context Protocol (MCP).
- [tujiaw/deep_seek_agent_mcp](https://github.com/tujiaw/deep_seek_agent_mcp): A versatile agent system leveraging the DeepSeek AI model and MCP framework to provide weather updates, shell command execution, and real-time interaction.
- [kamilzafar/remote-mcp-server](https://github.com/kamilzafar/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [Techiral/MCP-Client](https://github.com/Techiral/MCP-Client): Repository classified as category 0
- [andregustavo-plank/ai-tech-talk](https://github.com/andregustavo-plank/ai-tech-talk): Facilitates code review and generation through an MCP server integrated with Cursor and OpenAI's API.
- [Shivansh12t/docs-mcp-server-pythonsdk](https://github.com/Shivansh12t/docs-mcp-server-pythonsdk): Facilitates integration of MCP servers with Python SDKs, enabling seamless setup and configuration for developers using Claude Desktop.
- [Laz1mov/mcp-inscription](https://github.com/Laz1mov/mcp-inscription): Facilitates AI interaction with Bitcoin Ordinals inscriptions, integrating seamlessly with Goose and Claude Desktop for content retrieval and display.
- [megmogmog1965/example-mcp-server](https://github.com/megmogmog1965/example-mcp-server): Provides example code for setting up an Anthropic MCP server to integrate with Claude Desktop.
- [kld3v/reed_jobs_mcp](https://github.com/kld3v/reed_jobs_mcp): Integrates with the Reed Jobs API to enable job search and retrieval through a Model Context Protocol server, supporting advanced filtering and remote work options.
- [mcpflow/esa-mcp-server](https://github.com/mcpflow/esa-mcp-server): Facilitates the integration of ESA.io data into Claude Desktop by providing a Model Context Protocol server.
- [minji1104/MINSU-SON-MCP](https://github.com/minji1104/MINSU-SON-MCP): A service that analyzes and mirrors the language style of specific individuals using the MCP protocol.
- [zlatanpham/ireader-mcp](https://github.com/zlatanpham/ireader-mcp): Facilitates content extraction from web pages, YouTube videos, tweets, and PDFs through a Model Context Protocol server.
- [yansircc/remote-mcp-server](https://github.com/yansircc/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [allenbijo/gemini-live-mcp](https://github.com/allenbijo/gemini-live-mcp): Gemini Live MCP enables voice-based interaction with Gemini using the Gemini Live API and supports integration with multiple MCP servers for enhanced functionality.
- [ddunddan/mcp-test](https://github.com/ddunddan/mcp-test): A repository for testing the interaction capabilities of the Model Code Protocol (MCP) between AI models and code.
- [iFeyz/mcp-exemple](https://github.com/iFeyz/mcp-exemple): A demonstration of MCP's transformative capabilities through a user management API, enabling seamless interaction with Claude for executing user-related actions.
- [bestK/tiny-ser-mcp-server](https://github.com/bestK/tiny-ser-mcp-server): A remote MCP server designed for deployment on Cloudflare, utilizing Durable Objects for enhanced functionality.
- [niwaip/remote-mcp-server](https://github.com/niwaip/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [zydnet/host](https://github.com/zydnet/host): A CLI host application enabling LLMs to interact with external tools via MCP, supporting Claude 3.5 Sonnet and Ollama models.
- [neosapience/typecast-api-mcp-server-sample](https://github.com/neosapience/typecast-api-mcp-server-sample): Facilitates seamless interaction with the Typecast API using the Model Context Protocol.
- [quarkus-mcp/jbang-catalog](https://github.com/quarkus-mcp/jbang-catalog): A community-curated catalog of Quarkus MCP Servers, accessible via JBang, UVX, and NPM commands.
- [cccntu/mcp-registry](https://github.com/cccntu/mcp-registry): MCP Registry streamlines the management of multiple MCP server configurations with a user-friendly CLI and Python library, ensuring synchronized settings across various clients.
- [fourlexboehm/corrode-mcp](https://github.com/fourlexboehm/corrode-mcp): Corrode MCP Server provides Rust developers with tools for seamless integration of LLMs with Rust code analysis, crate management, and shell command execution.
- [gustavoespindola/mcp-codegpt](https://github.com/gustavoespindola/mcp-codegpt): Facilitates seamless integration with CodeGPT agents and Code Graphs through a standardized MCP interface.
- [smat-dev/jinni](https://github.com/smat-dev/jinni): Jinni efficiently consolidates project context for LLMs, offering customizable filtering and integration with AI tools via an MCP server.
- [tgeselle/bugsnag-mcp](https://github.com/tgeselle/bugsnag-mcp): Facilitates LLM tools like Cursor and Claude to efficiently manage and resolve Bugsnag issues through a Model Context Protocol server.
- [AI-Agent-Hub/ai-agent-marketplace-index-mcp](https://github.com/AI-Agent-Hub/ai-agent-marketplace-index-mcp): Facilitates AI assistants in searching and indexing AI agents by keywords or categories within the AI Agent Marketplace.
- [mbcrosier/canvas-mcp](https://github.com/mbcrosier/canvas-mcp): Facilitates interaction with Canvas courses and assignments directly from your LLM, enabling retrieval and summarization of assignment details and deadlines.
- [bsmi021/mcp-gemini-server](https://github.com/bsmi021/mcp-gemini-server): Facilitates seamless integration with Google's Gemini models by providing a dedicated MCP server that leverages the @google/genai SDK for enhanced LLM capabilities.
- [IntuitivePhella/mcp-evolution-api](https://github.com/IntuitivePhella/mcp-evolution-api): Facilitates seamless integration of language models with the Evolution API, offering comprehensive instance management, messaging, and chat functionalities.
- [emdashcodes/prompt-serve](https://github.com/emdashcodes/prompt-serve): PromptServe organizes and serves AI prompts using a 'Prompts as Code' approach, enabling centralized management and dynamic parameterization.
- [themotionmachine/OmniFocus-MCP](https://github.com/themotionmachine/OmniFocus-MCP): Integrate AI assistants with OmniFocus to manage tasks and projects through natural language commands.
- [ContextualAI/contextual-mcp-server](https://github.com/ContextualAI/contextual-mcp-server): A server enabling RAG capabilities through Contextual AI, integrating seamlessly with Cursor IDE and Claude Desktop for context-aware query processing and intelligent retrieval.
- [basiches/mcp1](https://github.com/basiches/mcp1): Facilitates browser automation tasks with SSE transport, supporting integration with various LLMs for enhanced web interactions.
- [cyanheads/perplexity-mcp-server](https://github.com/cyanheads/perplexity-mcp-server): Unlocks Perplexity's search-augmented AI capabilities for LLM agents with robust error handling and secure input validation.
- [ishwar93/AI-BIM](https://github.com/ishwar93/AI-BIM): BlenderMCP enables seamless integration between Blender and Claude AI for interactive 3D modeling and scene manipulation using the Model Context Protocol.
- [palhs/ClaudeMCPTesting](https://github.com/palhs/ClaudeMCPTesting): Facilitates the integration of MCP servers with Claude Desktop, enabling expanded access to external tools and APIs.
- [smickey040404/ppl-ai](https://github.com/smickey040404/ppl-ai): Integrates the Sonar API to enable Claude with real-time, web-wide research capabilities.
- [nickdala/azure-resource-verifier-mcp](https://github.com/nickdala/azure-resource-verifier-mcp): An AI assistant leveraging MCP to verify Azure resource availability across regions and configurations.
- [finack/aviation-mcp](https://github.com/finack/aviation-mcp): Facilitates aviation weather data retrieval for flight planning through an MCP server, integrating with the Aviation Weather API for METARs, TAFs, and PIREPs.
- [fangxy926/remote-mcp-server](https://github.com/fangxy926/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [antoinebou12/uml-mcp](https://github.com/antoinebou12/uml-mcp): UML-MCP Server enables seamless generation of diverse UML diagrams through natural language or code, leveraging the Model Context Protocol for integration with AI assistants.
- [MaikoCode/YourAIPhotographer-MCP](https://github.com/MaikoCode/YourAIPhotographer-MCP): Enables MCP clients to generate custom images using YourAIPhotographer's trained models.
- [calebmwelsh/file-system-mcp-server](https://github.com/calebmwelsh/file-system-mcp-server): Facilitates file system operations across platforms, enabling AI assistants to interact with local files and directories through a structured API.
- [morphik-org/morphik-mcp](https://github.com/morphik-org/morphik-mcp): Facilitates AI-driven interactions with the Morphik multi-modal database for document ingestion, retrieval, querying, and management.
- [KBThree13/mcp_espn_ff](https://github.com/KBThree13/mcp_espn_ff): Facilitates interaction between LLMs and the ESPN Fantasy Football API for accessing league data and player statistics.
- [nazar256/user-prompt-mcp](https://github.com/nazar256/user-prompt-mcp): Facilitates interactive AI model generation by enabling user input requests during the process.
- [noeltg77/Replicate-Designer](https://github.com/noeltg77/Replicate-Designer): Generates images using Replicate's Flux 1.1 Pro model with customizable parameters for aspect ratio, output format, and quality.
- [ilamanov/remote-mcp-server](https://github.com/ilamanov/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [Maicon-Bartoski-Saas/mcp-server](https://github.com/Maicon-Bartoski-Saas/mcp-server): A dynamic service for creating, running, and managing MCP servers, supporting TypeScript with future plans for JavaScript and Python.
- [BaoxingZhang/mcp-server-jina](https://github.com/BaoxingZhang/mcp-server-jina): A TypeScript-based MCP server implementing a simple note-taking system with URI-based resource management and note summarization capabilities.
- [ma3u/mcp-dust-server](https://github.com/ma3u/mcp-dust-server): A bridge server facilitating seamless interaction between Dust AI agents and clients through the Model Context Protocol.
- [featureform/mcp-engine](https://github.com/featureform/mcp-engine): MCPEngine offers a robust, scalable framework for integrating enterprise applications with LLMs using the Model Context Protocol, featuring built-in OAuth and seamless proxy-based architecture.
- [Baarilliant-ai/remote-mcp-server](https://github.com/Baarilliant-ai/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login, enabling seamless integration with tools like Claude Desktop.
- [redblock-ai/imgflip-mcp](https://github.com/redblock-ai/imgflip-mcp): Facilitates meme creation and sharing for AI assistants using the Imgflip API.
- [astriaai/astria-mcp](https://github.com/astriaai/astria-mcp): Facilitates image generation and fine-tuning within chat applications using Astria's API.
- [HAPPYS1NGH/vara-mcp](https://github.com/HAPPYS1NGH/vara-mcp): Facilitates AI applications' interaction with the Vara Network by providing onchain tools via an MCP server.
- [1firecracker/MCP_Client](https://github.com/1firecracker/MCP_Client): An interactive application leveraging LLMs and MCP architecture to provide real-time weather, time, and academic paper information through natural language queries.
- [sanweiw/XueMCP](https://github.com/sanweiw/XueMCP): A TypeScript-based MCP server for recording and summarizing notes in Feishu, featuring note creation and summarization tools.
- [logan-querypie/cf-mcp-test](https://github.com/logan-querypie/cf-mcp-test): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [EarthlingAI/command](https://github.com/EarthlingAI/command): Facilitates AI agents in executing commands within specified directories, enhancing command-line automation capabilities.
- [qiniu/qiniu-mcp-server](https://github.com/qiniu/qiniu-mcp-server): Facilitates AI model clients to access Qiniu Cloud storage and services through the MCP server.
- [OkGoDoIt/beemcp](https://github.com/OkGoDoIt/beemcp): BeeMCP connects your Bee wearable lifelogger to AI, enabling seamless interaction with personal data through the Model Context Protocol.
- [translated/lara-mcp](https://github.com/translated/lara-mcp): Lara Translate MCP Server facilitates seamless integration of AI applications with Lara Translate API for context-aware and language-detecting translations.
- [ai-zerolab/yourware-mcp](https://github.com/ai-zerolab/yourware-mcp): Facilitates project uploads to Yourware with support for single files or directories.
- [nkulavic/remote-mcp-server](https://github.com/nkulavic/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [langhai8045/remote-mcp-server](https://github.com/langhai8045/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [aynumosir/ainu-mcp](https://github.com/aynumosir/ainu-mcp): Facilitates Ainu language translation through a Model Context Protocol server.
- [gomcpgo/api-wrapper-mcp](https://github.com/gomcpgo/api-wrapper-mcp): A versatile API wrapper server that transforms REST APIs into accessible MCP tools for seamless integration with Claude and other MCP clients.
- [disler/just-prompt](https://github.com/disler/just-prompt): Provides a unified interface to top LLM providers, enabling seamless integration and interaction with multiple language models.
- [rogeriolembo/mcp-api](https://github.com/rogeriolembo/mcp-api): Integrates the Sonar API to enable Claude with real-time, web-wide research capabilities.
- [Codex-Data/codex-mcp](https://github.com/Codex-Data/codex-mcp): Provides enriched blockchain data from Codex for MCP-compatible clients.
- [ddhar1/lastfm_mcp](https://github.com/ddhar1/lastfm_mcp): Facilitates interaction with Last.fm data, enabling Claude to retrieve user-specific and global top tracks.
- [sumukhipandey/reddit-mcp](https://github.com/sumukhipandey/reddit-mcp): Facilitates Reddit data access and interaction through LLMs, enabling subreddit browsing, post viewing, and trending topic analysis.
- [seyfigo/mcp](https://github.com/seyfigo/mcp): A comprehensive collection of reference implementations for the Model Context Protocol, showcasing secure and controlled access to tools and data sources for LLMs.
- [r3-yamauchi/mcp-server-cli-kintone-experimental](https://github.com/r3-yamauchi/mcp-server-cli-kintone-experimental): Experimental MCP server for integrating cli-kintone functionalities, enabling record retrieval from kintone apps.
- [alexarevalo9/ticktick-mcp-server](https://github.com/alexarevalo9/ticktick-mcp-server): Facilitates task and project management through the TickTick API with comprehensive OAuth authentication and error handling.
- [satvikchauhan22/remote-mcp-server](https://github.com/satvikchauhan22/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [Rkm1999/Ollama-MCP-Bridge-WebUI](https://github.com/Rkm1999/Ollama-MCP-Bridge-WebUI): A web interface that connects local Ollama LLMs to MCP servers, enabling open-source models to perform file operations, web searches, and reasoning tasks on personal hardware.
- [asingh228/AbletonMCP-Cursor](https://github.com/asingh228/AbletonMCP-Cursor): Facilitates natural language-driven music composition in Ableton Live through a socket-based API, leveraging MCP-compatible Python commands generated from user prompts.
- [Sofias-ai/mcp-monday-server](https://github.com/Sofias-ai/mcp-monday-server): Facilitates seamless interaction with Monday.com resources through a lightweight MCP server, offering efficient management of boards, items, and more.
- [automation-ai-labs/mcp-wait](https://github.com/automation-ai-labs/mcp-wait): Provides waiting functionality with progress reporting, suitable for integration with Claude Desktop and other applications via CLI or HTTP SSE.
- [x51xxx/ai-think-gate-mcp](https://github.com/x51xxx/ai-think-gate-mcp): AI Think Gate offers a robust MCP server for AI-driven code architecture and LLM integration, enhancing problem-solving with tools like ArchitectTool and ThinkTool.
- [psikosen/can-mcp-server](https://github.com/psikosen/can-mcp-server): Implements a parallel, associative thinking approach using interconnected concepts for emergent pattern recognition.
- [ahmadsoliman/mcp-n8n-server](https://github.com/ahmadsoliman/mcp-n8n-server): Facilitates seamless interaction with n8n workflows through MCP, enabling Claude AI integration for workflow management and execution.
- [jasondsmith72/tpc-mcpv2](https://github.com/jasondsmith72/tpc-mcpv2): Empower your desktop automation with precise control over screen, mouse, and keyboard operations using nut.js.
- [coreycao/mcp-server-gist](https://github.com/coreycao/mcp-server-gist): Facilitates the creation of GitHub gists through an MCP server interface.
- [PsychArch/jina-mcp-tools](https://github.com/PsychArch/jina-mcp-tools): Integrates Jina AI Search Foundation APIs for web content extraction, search, and fact-checking.
- [aBER0724/hqu-school-mcp](https://github.com/aBER0724/hqu-school-mcp): Facilitates HQU students in accessing academic information such as schedules, grades, and GPA through a dedicated MCP server.
- [MahamLB/new-mcp-agent](https://github.com/MahamLB/new-mcp-agent): Enhances coding with AI-driven intelligent assistance, seamless GitHub integration, and automated development workflows.
- [s2005/mcp-github-server](https://github.com/s2005/mcp-github-server): Facilitates GitHub API interactions with advanced repository management, search, and file operations.
- [7nohe/adonis-mcp](https://github.com/7nohe/adonis-mcp): An AdonisJS package enabling the creation of remote MCP servers using Server-Sent Events.
- [vytautas-bunevicius/gemini-mcp-server](https://github.com/vytautas-bunevicius/gemini-mcp-server): Facilitates seamless interaction between MCP clients and Google's Gemini AI models, supporting tools like ask_gemini and chat_with_gemini.
- [s2005/mcp-everything](https://github.com/s2005/mcp-everything): A comprehensive MCP server showcasing the full spectrum of MCP protocol features for client testing and development.
- [yashshah1910/document-processor-mcp](https://github.com/yashshah1910/document-processor-mcp): A robust document processing MCP that integrates with Claude for extracting and processing text from multiple document formats while preserving structure.
- [lemonhall/remote-mcp-server01](https://github.com/lemonhall/remote-mcp-server01): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [carlhannes/boom2](https://github.com/carlhannes/boom2): Boom2 is an autonomous coding agent that leverages MCP servers for filesystem access, memory persistence, and shell execution, providing AI-powered coding assistance with multiple LLM support.
- [ALAPI-SDK/mcp-alapi-cn](https://github.com/ALAPI-SDK/mcp-alapi-cn): Facilitates direct ALAPI interface calls via the MCP protocol, supporting a range of APIs like short video parsing and weather queries.
- [dabidstudio/python_mcp_agent](https://github.com/dabidstudio/python_mcp_agent): A Python-based MCP server for YouTube content analysis, integrating with OpenAI Agents SDK for enhanced AI-driven insights.
- [katha-begin/houdini-mcp](https://github.com/katha-begin/houdini-mcp): Integrates Houdini with Claude AI for interactive 3D modeling and scene manipulation using the Model Context Protocol.
- [maruthiprithivi/agent_zero](https://github.com/maruthiprithivi/agent_zero): Agent Zero empowers AI assistants to efficiently monitor and manage ClickHouse databases, offering advanced query performance analysis, resource monitoring, and error investigation capabilities.
- [rajyraman/genaiscript-pac-az-mcp](https://github.com/rajyraman/genaiscript-pac-az-mcp): Facilitates interaction with Azure CLI and Power Platform CLI through MCP tools, enabling seamless integration with AI models.
- [bobtista/luma-ai-mcp-server](https://github.com/bobtista/luma-ai-mcp-server): Integrates with Luma AI's Dream Machine API to enable AI-generated video and image manipulation via Model Context Protocol.
- [ipvr9/mcp-limitless-server](https://github.com/ipvr9/mcp-limitless-server): Connects Limitless Pendant data to AI tools via the Limitless API, enabling structured interactions with Lifelogs.
- [nyanta012/mcp-think-server](https://github.com/nyanta012/mcp-think-server): A customizable MCP server setup for integration with Claude Desktop, facilitating seamless server execution via JSON configuration.
- [chrishayuk/chuk-mcp](https://github.com/chrishayuk/chuk-mcp): A Python client for interacting with MCP servers, facilitating protocol negotiation, resource management, and tool execution.
- [ivanmolanski/local-rag-mpc](https://github.com/ivanmolanski/local-rag-mpc): A local MCP server implementing a RAG-like web search model for context retrieval without relying on external APIs.
- [spontaneous-order/remote-mcp-server](https://github.com/spontaneous-order/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [landmaster135/mcps-go](https://github.com/landmaster135/mcps-go): A Go-based MCP server facilitating arithmetic, datetime calculations, HTTP requests, and Brave web searches.
- [hoangndst/mcp-server-danchoicloud](https://github.com/hoangndst/mcp-server-danchoicloud): Facilitates the deployment and management of the DanchoiCloud MCP server using Docker.
- [chrisjpatty/flume-mcp-server](https://github.com/chrisjpatty/flume-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [baklai/gpt-agent-cli](https://github.com/baklai/gpt-agent-cli): Utilize the Model Context Protocol with OpenAI API to create a chat-based client that integrates with various MCP servers for dynamic tool responses.
- [divyanshu-vashu/MCP-SERVER-PG](https://github.com/divyanshu-vashu/MCP-SERVER-PG): Facilitates read-only access to PostgreSQL databases, allowing LLMs to inspect schemas and execute queries.
- [Cyreslab-AI/wayback-mcp-server](https://github.com/Cyreslab-AI/wayback-mcp-server): Access archived web pages from the Internet Archive's Wayback Machine using this MCP server.
- [bsmi021/mcp-server-hub-server](https://github.com/bsmi021/mcp-server-hub-server): Centralizes management of multiple MCP servers, offering a single gateway for LLM clients to access all tools and services dynamically.
- [Kjdragan/pydantic-ai-mcp-agent](https://github.com/Kjdragan/pydantic-ai-mcp-agent): Integrate AI agents with MCP servers using Pydantic AI for seamless tool access and dynamic discovery.
- [francoisjosephlacroix/rubber-duck-mcp](https://github.com/francoisjosephlacroix/rubber-duck-mcp): A debugging tool for LLMs that uses a rubber duck metaphor to help organize thoughts and debug code effectively.
- [DrSatyr/openapi-diff-mcp-server](https://github.com/DrSatyr/openapi-diff-mcp-server): Facilitates AI integration by providing an MCP server interface for comparing OpenAPI specifications using the openapi-diff tool.
- [MKcodeshere/MCP_Denodo_Integration](https://github.com/MKcodeshere/MCP_Denodo_Integration): Connects AI assistants to enterprise data using Denodo's data virtualization for unified natural language querying.
- [olaservo/mcp-advisor](https://github.com/olaservo/mcp-advisor): Facilitates understanding and compliance with the Model Context Protocol specification for both LLMs and humans by providing detailed documentation and JSON schema access.
- [kaichen/mcp-tts-server](https://github.com/kaichen/mcp-tts-server): A Text-to-Speech server leveraging the Groq API for generating lifelike audio via the Model Context Protocol.
- [75429140/remote-mcp-server](https://github.com/75429140/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [banksiaglobal/bg-iris-agent](https://github.com/banksiaglobal/bg-iris-agent): Integrates generative AI with InterSystems technologies to automate data retrieval and system management via the Management Portal Iris.
- [aashari/mcp-server-aws-sso](https://github.com/aashari/mcp-server-aws-sso): Node.js/TypeScript server enabling AI systems to securely interact with AWS resources via Single Sign-On authentication.
- [BND-1/remote-mcp-server](https://github.com/BND-1/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [RoadMillion/mcp-jina-reader](https://github.com/RoadMillion/mcp-jina-reader): Transforms URLs into LLM-compatible text using Jina AI's API.
- [automation-ai-labs/mcp-link](https://github.com/automation-ai-labs/mcp-link): Effortlessly transform any OpenAPI V3 API into a fully functional MCP server, enabling seamless integration with AI-driven applications.
- [newtype-01/replicate-flux-mcp](https://github.com/newtype-01/replicate-flux-mcp): Facilitates image generation using the Flux AI model on Replicate with customizable parameters and seamless integration with MCP-compatible applications.
- [omniwaifu/pydantic-ai-docs-server](https://github.com/omniwaifu/pydantic-ai-docs-server): Facilitates direct access to pydantic-ai documentation within IDEs via an MCP server.
- [djm81/chroma_mcp_server](https://github.com/djm81/chroma_mcp_server): Facilitates seamless AI-assisted development by integrating ChromaDB with MCP for persistent, searchable working memory.
- [fosdickio/binary_ninja_mcp](https://github.com/fosdickio/binary_ninja_mcp): Integrates Binary Ninja with LLM clients for enhanced reverse engineering workflows.
- [irvinebroque/remote-mcp-server-10](https://github.com/irvinebroque/remote-mcp-server-10): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [chongdashu/unreal-mcp](https://github.com/chongdashu/unreal-mcp): Facilitates AI-driven control of Unreal Engine through natural language commands using the Model Context Protocol.
- [mdashley/codex](https://github.com/mdashley/codex): Facilitates legislative data access for LLMs using the Congress.gov API.
- [QAInsights/jmeter-mcp-server](https://github.com/QAInsights/jmeter-mcp-server): Facilitates the execution of JMeter tests through MCP-compatible clients, enabling both GUI and non-GUI modes for enhanced performance and debugging.
- [Nhahan/prompt-context](https://github.com/Nhahan/prompt-context): Enhances AI agents' contextual understanding by efficiently managing and summarizing conversation history through an MCP protocol.
- [UsamaK98/python-notebook-mcp](https://github.com/UsamaK98/python-notebook-mcp): Facilitates AI-driven interactions with Jupyter notebooks, allowing creation, editing, and viewing through the Model Context Protocol.
- [parlance-labs/mcp-llms.txt](https://github.com/parlance-labs/mcp-llms.txt): A minimal MCP server for parsing `llms.txt` files, designed for integration with Claude Desktop.
- [kukapay/hf-trending-mcp](https://github.com/kukapay/hf-trending-mcp): Tracks and analyzes trending AI models, datasets, and spaces on Hugging Face, offering tools for developers and researchers to explore current trends.
- [TheCowboyAI/mcp](https://github.com/TheCowboyAI/mcp): Enhance AI capabilities on NixOS with reproducible MCP servers using Flakes for accurate system resource information.
- [Rybens92/docs-to-llm.txt_generator](https://github.com/Rybens92/docs-to-llm.txt_generator): Transforms technical documentation into a format suitable for LLMs, enhancing context provision in environments like Cursor and Roo Code.
- [run-llama/llamacloud-mcp](https://github.com/run-llama/llamacloud-mcp): Demonstrates creating an MCP server using LlamaCloud for real-time query responses with LlamaIndex integration.
- [rodincave/remote-mcp-server](https://github.com/rodincave/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [davidshtian/Q-2001](https://github.com/davidshtian/Q-2001): Q-2001 is an agentic command-line AI assistant leveraging AWS Bedrock and MCP integration for enhanced task automation and intelligent agent capabilities.
- [MadeByNando/MCP-Perplexity-Server](https://github.com/MadeByNando/MCP-Perplexity-Server): Facilitates integration with the Perplexity API using the OpenAI SDK, offering both local and remote transport options for MCP-compatible clients.
- [suidpit/ghidra-mcp](https://github.com/suidpit/ghidra-mcp): Facilitates AI-driven reverse engineering by exposing Ghidra functionalities through an MCP server.
- [ShaikAbdulSalam02/servers-mcp](https://github.com/ShaikAbdulSalam02/servers-mcp): A comprehensive collection of reference implementations for the Model Context Protocol, showcasing secure and controlled tool access for LLMs.
- [iamwavecut/MCP-Think](https://github.com/iamwavecut/MCP-Think): MCP-Think enables LLMs to document and access their reasoning processes using a Model Context Protocol server.
- [saewoohan/mcp-graphql-tools](https://github.com/saewoohan/mcp-graphql-tools): Facilitates AI assistants in interacting with GraphQL APIs through standardized tools for executing queries and schema introspection.
- [Champ-CEO/yt-mcp-agent](https://github.com/Champ-CEO/yt-mcp-agent): Facilitates AI agent integration with MCP servers using Pydantic AI for seamless tool access and dynamic discovery.
- [scarletlabs-ai/Votars-MCP](https://github.com/scarletlabs-ai/Votars-MCP): Votars-MCP facilitates seamless integration with the Votars AI platform, offering multilingual meeting assistance through Go-based MCP server implementations.
- [api7/apisix-mcp](https://github.com/api7/apisix-mcp): Facilitates natural language interaction with APISIX resources through MCP-compatible AI clients.
- [jsongo/remote-mcp-server](https://github.com/jsongo/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [hadv/vito-mcp](https://github.com/hadv/vito-mcp): Facilitates domain knowledge storage and retrieval using Qdrant and Chroma vector databases, with AI IDE integration for efficient embedding generation.
- [gmh5225/hex2dec-mcp](https://github.com/gmh5225/hex2dec-mcp): Facilitates hexadecimal to decimal conversions to address LLM hallucinations.
- [DaBoWin/remote-mcp-server](https://github.com/DaBoWin/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [pomelo-neko/remote-mcp-server](https://github.com/pomelo-neko/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [mastergo-design/mastergo-magic-mcp](https://github.com/mastergo-design/mastergo-magic-mcp): Connects MasterGo design tools with AI models to retrieve DSL data directly from design files.
- [AI-Dispatch/MCP-Framework](https://github.com/AI-Dispatch/MCP-Framework): A TypeScript framework for building MCP servers with automatic tool discovery and multiple transport support.
- [pedarias/langgraph-rag-mcp](https://github.com/pedarias/langgraph-rag-mcp): A system that leverages LangGraph documentation for retrieval-augmented generation, accessible via the Model Context Protocol.
- [micksabox/remote-mcp-server](https://github.com/micksabox/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [elithrar/remote-mcp-server-demo](https://github.com/elithrar/remote-mcp-server-demo): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [anniandnevi/remote-mcp-server](https://github.com/anniandnevi/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [deloreyj/remote-mcp-server](https://github.com/deloreyj/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [metis-edu/agent-with-mcp](https://github.com/metis-edu/agent-with-mcp): An AI agent utilizing MCP to fetch and provide block numbers from the Metis Blockchain.
- [FishWoWater/trellis_mcp](https://github.com/FishWoWater/trellis_mcp): Facilitates seamless integration between AI assistants and Trellis for efficient text-to-3D and image-to-3D model generation.
- [B-Step62/mcp-server-mlflow](https://github.com/B-Step62/mcp-server-mlflow): Facilitates access to MLflow Prompt Registry for managing and utilizing prompt templates in Claude Desktop.
- [nguyenvanduocit/jira-mcp](https://github.com/nguyenvanduocit/jira-mcp): A Go-based connector enabling AI assistants to perform Jira operations like issue management and sprint planning.
- [lookymlive/figma-mcp-cursor](https://github.com/lookymlive/figma-mcp-cursor): Facilitates seamless communication between Cursor AI and Figma for programmatic design modifications.
- [Dumpling-AI/mcp-server-dumplingai](https://github.com/Dumpling-AI/mcp-server-dumplingai): Integrates Dumpling AI with comprehensive data scraping, content processing, and AI capabilities, including secure code execution.
- [allenbijo/simple-mcp-client](https://github.com/allenbijo/simple-mcp-client): This repository provides a command-line MCP client for interacting with OpenAI's GPT and Anthropic's Claude models.
- [IamCatoBot/text2sim-MCP-server](https://github.com/IamCatoBot/text2sim-MCP-server): Text2Sim MCP Server empowers natural language-driven simulations across diverse domains by integrating Discrete-Event and System Dynamics modeling with LLMs.
- [GongRzhe/Office-PowerPoint-MCP-Server](https://github.com/GongRzhe/Office-PowerPoint-MCP-Server): Facilitates PowerPoint presentation creation and manipulation via the MCP protocol using python-pptx.
- [wangle201210/mcp-server](https://github.com/wangle201210/mcp-server): Facilitates natural language to SQL conversion, knowledge retrieval, and data transformation through a versatile MCP server.
- [niko91i/MCP-deepseek-V3-et-claude-desktop](https://github.com/niko91i/MCP-deepseek-V3-et-claude-desktop): A Model Context Protocol server that integrates DeepSeek R1's reasoning with Claude 3.5 Sonnet's response generation via OpenRouter, utilizing a two-stage processing approach for enhanced conversational AI.
- [GongRzhe/Office-Word-MCP-Server](https://github.com/GongRzhe/Office-Word-MCP-Server): Facilitates AI-driven creation, reading, and manipulation of Microsoft Word documents through a standardized interface.
- [useparagon/actionkit-mcp-starter](https://github.com/useparagon/actionkit-mcp-starter): A starter MCP server utilizing ActionKit to integrate Slack actions with Claude Desktop and Cursor.
- [nuke66/FastMCP_Claude_Desktop](https://github.com/nuke66/FastMCP_Claude_Desktop): Facilitates MCP server integration with Claude Desktop through configuration and command execution.
- [siscale/arcanna-mcp-input-server](https://github.com/siscale/arcanna-mcp-input-server): Facilitates interaction with Arcanna's AI use cases via external API integration using the Model Context Protocol.
- [jackmuva/mcp-actionkit](https://github.com/jackmuva/mcp-actionkit): A demo MCP server showcasing ActionKit's Slack actions integration with Claude Desktop.
- [Adhikram/mcp-server](https://github.com/Adhikram/mcp-server): Facilitates reading and exposing database schemas from various databases, supporting PostgreSQL, MySQL, and SQLite.
- [aantti/mcp-netbird](https://github.com/aantti/mcp-netbird): Facilitates secure and detailed management of Netbird network peers, groups, and policies through a Model Context Protocol server.
- [twilio-labs/mcp](https://github.com/twilio-labs/mcp): Facilitates AI integration by exposing Twilio's APIs as MCP tools, enabling seamless interaction with AI assistants.
- [jake459ai/claude_and_friends](https://github.com/jake459ai/claude_and_friends): Facilitates direct consultation between Claude and ChatGPT, enabling collaborative problem-solving and model comparison within Claude Desktop.
- [dx-zero/mcpn](https://github.com/dx-zero/mcpn): Workflows MCP orchestrates and combines prompts with MCP servers into dynamic, reusable workflows for efficient task execution.
- [YuChenSSR/multi-ai-advisor-mcp](https://github.com/YuChenSSR/multi-ai-advisor-mcp): Facilitates decision-making by synthesizing diverse AI model perspectives into comprehensive answers.
- [kbsooo/MCP_Atom_of_Thoughts](https://github.com/kbsooo/MCP_Atom_of_Thoughts): Atom of Thoughts (AoT) MCP server leverages a decomposition-based reasoning framework to enhance problem-solving by breaking down complex issues into atomic units for robust reasoning and validated insights.
- [Letz-AI/letzai-mcp](https://github.com/Letz-AI/letzai-mcp): Facilitates image generation tasks within the Claude Desktop App using LetzAI's Model Context Protocol.
- [Bigbuddy-Broll/tavily-magicroll-mcp](https://github.com/Bigbuddy-Broll/tavily-magicroll-mcp): Tavily MCP server enables seamless integration with AI clients like Claude and Cursor, offering real-time web search and intelligent data extraction capabilities.
- [qhdrl12/mcp-server-gemini-image-generator](https://github.com/qhdrl12/mcp-server-gemini-image-generator): Facilitates AI-driven image creation and transformation using Google's Gemini models, with features like intelligent filename generation and strict text exclusion.
- [plusplusoneplusplus/mcp](https://github.com/plusplusoneplusplus/mcp): A flexible framework for AI-powered command execution and tool management with customizable configurations.
- [wowok-ai/mcp_server](https://github.com/wowok-ai/mcp_server): Facilitates AI-driven web3 collaboration through a comprehensive MCP server for querying and managing Wowok objects and events.
- [robinong79/mcp-cosmos](https://github.com/robinong79/mcp-cosmos): Facilitates seamless interaction between LLMs and Azure Cosmos DB by translating natural language queries into database operations.
- [milisp/mcp-store](https://github.com/milisp/mcp-store): Facilitates the seamless integration of MCP servers into Claude Cursor with a user-friendly, two-click setup process.
- [sssjiang/AI_MCP](https://github.com/sssjiang/AI_MCP): Integrate MCP into a CLI chatbot, enabling seamless interaction with multiple tools and LLMs through configurable servers.
- [hanzoai/mcp](https://github.com/hanzoai/mcp): Facilitates seamless integration with Hanzo APIs and platform capabilities, enabling code analysis, modification, and project management through the Model Context Protocol.
- [tapdata/mcp-tap-server](https://github.com/tapdata/mcp-tap-server): Facilitates LLMs in managing and querying TapData connections and schemas via a Model Context Protocol server.
- [grandmastr/chronos-mcp](https://github.com/grandmastr/chronos-mcp): Chronos empowers AI assistants with on-chain tools for seamless interactions with the Stellar blockchain, offering wallet connectivity, token management, and fund transfers.
- [oghenetejiriorukpegmail/github-mcp](https://github.com/oghenetejiriorukpegmail/github-mcp): Facilitates seamless GitHub API interactions using the Model Context Protocol, enabling repository management and user data retrieval.
- [vanderheijden86/moneybird-mcp-server](https://github.com/vanderheijden86/moneybird-mcp-server): Facilitates AI-driven bookkeeping by connecting AI assistants to Moneybird accounting software via API.
- [oraios/serena](https://github.com/oraios/serena): Serena empowers coding agents with semantic retrieval and editing capabilities, seamlessly integrating with LLMs for efficient codebase management.
- [cgize/claude-mcp-think-tool](https://github.com/cgize/claude-mcp-think-tool): Enhance Claude's reasoning capabilities with the MCP Think Tool, providing structured problem-solving and policy adherence for complex tasks.
- [avdivo/mcp_server](https://github.com/avdivo/mcp_server): Facilitates AI model interactions by providing local weather, news, and currency exchange information through a local MCP server.
- [Tony-Youn/claude-figma-mcp](https://github.com/Tony-Youn/claude-figma-mcp): Facilitates seamless interaction between Cursor AI and Figma for programmatic design modifications via a TypeScript MCP server.
- [neondatabase-labs/mcp-neon-azure-ai-agent](https://github.com/neondatabase-labs/mcp-neon-azure-ai-agent): Integrates Azure AI Agent Service with Neon Serverless Postgres using MCP to automate project and database management through natural language commands.
- [mshojaei77/EasyMCP](https://github.com/mshojaei77/EasyMCP): Repository classified as category 0
- [sabpap/omnillm-mcp](https://github.com/sabpap/omnillm-mcp): OmniLLM serves as a universal bridge for Claude, enabling seamless integration and querying of multiple LLMs like ChatGPT, Azure OpenAI, and Google Gemini.
- [moritalous/mcp-tools-cli](https://github.com/moritalous/mcp-tools-cli): A command-line client for interacting with Model Context Protocol (MCP) servers, enabling users to list and call tools on specified servers.
- [fist-maestro/mcp-servers](https://github.com/fist-maestro/mcp-servers): A collection of MCP-based services supporting Cursor IDE's intelligent features, including demo and weather services.
- [aashari/mcp-server-atlassian-confluence](https://github.com/aashari/mcp-server-atlassian-confluence): Node.js/TypeScript server enabling AI systems to interact with Atlassian Confluence spaces and pages using the MCP interface.
- [AustinKelsay/nostr-mcp-server](https://github.com/AustinKelsay/nostr-mcp-server): Enhance LLMs like Claude with Nostr capabilities, enabling profile fetching, note retrieval, and zap transactions on the Nostr network.
- [gtnao/troccomcp](https://github.com/gtnao/troccomcp): Facilitates interaction with the TROCCO API through an MCP server setup.
- [jonnadul/mcpsshclient](https://github.com/jonnadul/mcpsshclient): An MCP server SSHClient with an agentic security feature to detect and prevent unsafe SSH commands.
- [Mistizz/mcp-JapaneseTextAnalyzer](https://github.com/Mistizz/mcp-JapaneseTextAnalyzer): Analyze Japanese text using morphological analysis to evaluate linguistic features and provide feedback for text generation.
- [smehmood/modal-mcp-server](https://github.com/smehmood/modal-mcp-server): Facilitates interaction with Modal volumes and deployment of Modal applications via an MCP server.
- [elethy/simple-mcp-template](https://github.com/elethy/simple-mcp-template): A TypeScript-based MCP server implementing a simple notes system with tools for creating and managing text notes.
- [hireshBrem/prompt-engineer-mcp-server](https://github.com/hireshBrem/prompt-engineer-mcp-server): Enhance coding prompts for AI IDEs using Claude by Anthropic for improved structure and clarity.
- [rlancemartin/llmstxt_architect](https://github.com/rlancemartin/llmstxt_architect): LLMsTxt Architect automates the creation of llms.txt files, guiding LLMs to relevant web content by summarizing URLs and descriptions.
- [flipsai/do-anything-mcp](https://github.com/flipsai/do-anything-mcp): Facilitates seamless integration of Claude AI with various applications through a versatile MCP server supporting file uploads, TTS, STT, and multimedia processing.
- [marcopesani/think-mcp-server](https://github.com/marcopesani/think-mcp-server): A minimal MCP server that enhances Claude AI's reasoning capabilities using the 'think' tool for complex problem-solving tasks.
- [krish858/x-mcp-ctrls](https://github.com/krish858/x-mcp-ctrls): Facilitates control of X accounts via LLM agents like Claude-desktop and Cursor.
- [nakamurau1/tts-mcp](https://github.com/nakamurau1/tts-mcp): A command-line tool and MCP server for generating high-quality text-to-speech using the OpenAI TTS API, compatible with Claude Desktop and other MCP clients.
- [Emmanuel-Melon/ententai](https://github.com/Emmanuel-Melon/ententai): Entent empowers LLMs to seamlessly interact with real-time API data through MCP servers, offering intuitive automation via emoji reactions.
- [wolfyy970/docs-fetch-mcp](https://github.com/wolfyy970/docs-fetch-mcp): Enables LLMs to autonomously explore and extract content from web pages with recursive link traversal.
- [getpimms/pimms-ts](https://github.com/getpimms/pimms-ts): A developer-friendly, type-safe TypeScript SDK that serves as an MCP server, exposing PIMMS API methods for AI applications.
- [TimKJones/mcp-webflow](https://github.com/TimKJones/mcp-webflow): Facilitates interaction between Claude and Webflow APIs, enabling site and collection management through a dedicated MCP server.
- [abhinav7895/system-mcp](https://github.com/abhinav7895/system-mcp): Provides real-time system monitoring capabilities with tools for CPU, memory, disk, network, battery, and internet speed metrics.
- [lucianoayres/mcp-server-node](https://github.com/lucianoayres/mcp-server-node): Node.js-based MCP server offering addition and API key retrieval tools for seamless integration with AI-assisted environments like Cursor AI.
- [krish858/mcp-starter](https://github.com/krish858/mcp-starter): A streamlined template to accelerate the development and deployment of custom Model Control Protocol implementations.
- [katsuobushiFPGA/example-mcp-server](https://github.com/katsuobushiFPGA/example-mcp-server): Provides tools for retrieving the current time in various formats and timezones via MCP protocol.
- [fisheepx/mcp-easy-copy](https://github.com/fisheepx/mcp-easy-copy): Facilitates easy discovery and copying of available MCP services in Claude Desktop by listing them in a user-friendly format.
- [jingcheng-chen/rhinomcp](https://github.com/jingcheng-chen/rhinomcp): RhinoMCP enables seamless AI-driven 3D modeling in Rhino by integrating Claude AI through the Model Context Protocol.
- [MCprotein/mcp-practice](https://github.com/MCprotein/mcp-practice): A MongoDB MCP server built with mcp-framework, designed for efficient data handling and integration with Claude Desktop.
- [beverm2391/chain-of-thought-mcp-server](https://github.com/beverm2391/chain-of-thought-mcp-server): Facilitates reasoning by injecting raw chain-of-thought tokens from LLMs using Groq's API.
- [akidry/lmms-claude-mcp-improved](https://github.com/akidry/lmms-claude-mcp-improved): Facilitates seamless integration between LMMS and Claude AI for enhanced music production through the Model Context Protocol.
- [ucalyptus/prem-mcp-server](https://github.com/ucalyptus/prem-mcp-server): Facilitates seamless integration with Prem AI's features through the MCP interface, supporting chat completions, document management, and real-time streaming responses.
- [sanjeev23oct/figma-mcp](https://github.com/sanjeev23oct/figma-mcp): Facilitates seamless conversion of Figma designs into React applications by processing design data into a React-compatible format.
- [amurata/MCPServer](https://github.com/amurata/MCPServer): Facilitates seamless integration with GitHub API through a configurable MCP server setup.
- [irvinebroque/remote-mcp-server-9](https://github.com/irvinebroque/remote-mcp-server-9): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [TarcisioPhilips/mcp-server-poc](https://github.com/TarcisioPhilips/mcp-server-poc): Enhances AI assistant capabilities with custom tools, including documentation search and web crawling, using the MCP standard.
- [cmsparks/remote-mcp-server-2](https://github.com/cmsparks/remote-mcp-server-2): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool invocation.
- [cmsparks/remote-mcp-server](https://github.com/cmsparks/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and integration with Claude Desktop.
- [irvinebroque/remote-mcp-server-f](https://github.com/irvinebroque/remote-mcp-server-f): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [irvinebroque/remote-mcp-server-d2w](https://github.com/irvinebroque/remote-mcp-server-d2w): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [gojue/moling](https://github.com/gojue/moling): MoLing is a locally deployed, dependency-free office AI assistant that facilitates system interaction and browser control through operating system APIs.
- [gotohuman/gotohuman-mcp-server](https://github.com/gotohuman/gotohuman-mcp-server): Facilitates AI agents in requesting human reviews for AI-generated content through an asynchronous webhook-based workflow.
- [siscale/arcanna-mcp-server](https://github.com/siscale/arcanna-mcp-server): Facilitates interaction with Arcanna's AI use cases via the Model Context Protocol, offering resource management, Python code execution, and job management capabilities.
- [irvinebroque/remote-mcp-server-test-again](https://github.com/irvinebroque/remote-mcp-server-test-again): Deploy a remote MCP server on Cloudflare Workers with OAuth login, enabling seamless integration with Claude Desktop and MCP Inspector.
- [jhsu/llm-model-providers-mcp](https://github.com/jhsu/llm-model-providers-mcp): Fetches available LLM models from various providers for integration with Claude Desktop.
- [azure-ai-foundry/mcp-foundry](https://github.com/azure-ai-foundry/mcp-foundry): Integrates Azure AI Foundry with MCP clients, enabling seamless connections to Azure AI Agents and leveraging Azure's AI models and tools.
- [topmcp/cloudflare-ai-mcp](https://github.com/topmcp/cloudflare-ai-mcp): Facilitates advanced image generation using Cloudflare's AI API with support for multiple Stable Diffusion models and AI-powered prompt generation.
- [yokingma/time-mcp](https://github.com/yokingma/time-mcp): Enhances LLMs with time awareness through a Model Context Protocol server, offering tools for time retrieval and conversion.
- [kabragaurav/MCP-Server-AI](https://github.com/kabragaurav/MCP-Server-AI): A Model Context Protocol server designed to facilitate AI use cases by enabling LLMs to interact with external tools and services.
- [Avento/Simple_MCP_Client](https://github.com/Avento/Simple_MCP_Client): A simple chatbot implementation using the Model Context Protocol (MCP) to interact with various tools and LLM providers.
- [lingster/mcp-llm](https://github.com/lingster/mcp-llm): A CLI tool enabling interactive chat with Anthropic's Claude model via multiple MCP servers, offering real-time response streaming and rich terminal output.
- [miles990/MyMcpServer](https://github.com/miles990/MyMcpServer): A TypeScript-based server implementing a notes system with resources, tools, and prompts for note management and summarization.
- [akidry/lmms-mcp-integration](https://github.com/akidry/lmms-mcp-integration): Facilitates seamless interaction between LMMS and Claude AI for enhanced music production through the Model Context Protocol.
- [smallnest/mcp](https://github.com/smallnest/mcp): A comprehensive collection of reference implementations for the Model Context Protocol, showcasing the versatility and extensibility of MCP servers for secure LLM tool and data access.
- [AIGODLIKE/GenesisCore](https://github.com/AIGODLIKE/GenesisCore): GenesisCore seamlessly integrates multiple LLM providers into Blender, offering a modular automation addon with built-in MCP client capabilities.
- [hyperspell/hyperspell-mcp](https://github.com/hyperspell/hyperspell-mcp): Hyperspell MCP Server facilitates resource management and tool exposure for seamless integration with clients like Claude Desktop.
- [magarcia/mcp-server-giphy](https://github.com/magarcia/mcp-server-giphy): Facilitates AI-driven GIF searches and retrievals from Giphy with comprehensive metadata and content filtering.
- [crazyrabbitLTC/mcp-brex-server](https://github.com/crazyrabbitLTC/mcp-brex-server): Facilitates AI-driven interactions with Brex's financial data through a secure MCP server interface.
- [billster45/mcp-chatgpt-responses](https://github.com/billster45/mcp-chatgpt-responses): Facilitates seamless interaction with OpenAI's ChatGPT API for dynamic conversation management and web-enabled responses.
- [maquina-app/rails-mcp-server](https://github.com/maquina-app/rails-mcp-server): A Ruby gem that enables LLMs to interact with Rails projects via the Model Context Protocol, facilitating code analysis and exploration.
- [kurror/mcp](https://github.com/kurror/mcp): Facilitates communication with multiple unichat-based MCP servers to query different language models and combine their responses.
- [lpsDevelopers/LPS-MCP](https://github.com/lpsDevelopers/LPS-MCP): LPS MCP enhances Claude's capabilities by providing secure file system access and sequential thinking tools.
- [0xGval/evm-mcp-tools](https://github.com/0xGval/evm-mcp-tools): A blockchain analysis toolkit for Claude AI, enabling smart contract audits, wallet analysis, and on-chain data retrieval using MCP.
- [shuakami/mcp-download](https://github.com/shuakami/mcp-download): An AI-powered file download manager enabling seamless management of download tasks through standardized interfaces.
- [mericozkayagan/mcp-servers](https://github.com/mericozkayagan/mcp-servers): A comprehensive suite of MCP servers for integrating Cursor AI with PostgreSQL databases, Obsidian.md notes, and n8n workflows, enhancing database management, note interaction, and workflow execution.
- [tkc/notion-mcp](https://github.com/tkc/notion-mcp): A filesystem MCP server for Claude Desktop enabling file manipulation with security features.
- [stopWarByWar/beeper-mcp-server](https://github.com/stopWarByWar/beeper-mcp-server): Facilitates note storage and summarization with a custom URI scheme and prompt-based interactions.
- [yoko19191/bocha-ai-mcp-server](https://github.com/yoko19191/bocha-ai-mcp-server): Bocha AI Web Search MCP Server offers a robust tool for retrieving Chinese web content and images, supporting both Markdown and JSON outputs.
- [spences10/mcp-turso-cloud](https://github.com/spences10/mcp-turso-cloud): Integrates Turso databases with LLMs, featuring a two-level authentication system for managing and querying databases efficiently.
- [ariunbolor/nsaf-mcp-server](https://github.com/ariunbolor/nsaf-mcp-server): Facilitates AI assistants' interaction with the Neuro-Symbolic Autonomy Framework through a simplified MCP protocol.
- [Family-IT-Guy/perplexity-mcp](https://github.com/Family-IT-Guy/perplexity-mcp): Integrates Perplexity AI models into Claude Desktop, enabling seamless access to advanced search and reasoning capabilities.
- [ygboy1986/AIClaude](https://github.com/ygboy1986/AIClaude): Integrates DeepSeek R1's advanced reasoning engine with Claude to enhance complex reasoning tasks.
- [Alcova-AI/perplexity-mcp](https://github.com/Alcova-AI/perplexity-mcp): Facilitates seamless integration of Perplexity's search and reasoning capabilities with AI assistants like Claude, enhancing real-time information retrieval and complex problem-solving.
- [pkurimella/agentforce-mcp-server](https://github.com/pkurimella/agentforce-mcp-server): Facilitates communication between Salesforce's Agentforce Service Agent and MCP-compatible clients through a Model Context Protocol server.
- [gujord/OpenAPI-MCP](https://github.com/gujord/OpenAPI-MCP): OpenAPI-MCP dynamically translates OpenAPI specifications into MCP tools, enabling seamless AI agent integration with external APIs without custom wrappers.
- [tokida/svg-converter-mcp](https://github.com/tokida/svg-converter-mcp): A lightweight server for converting SVG images to PNG and JPEG formats, designed for efficient resource usage and integration with other services.
- [mamisoa/mcp-server](https://github.com/mamisoa/mcp-server): Provides datetime functionality for Cursor IDE, enabling precise timestamp generation and datetime operations for changelogs and documentation.
- [shreyaskarnik/huggingface-mcp-server](https://github.com/shreyaskarnik/huggingface-mcp-server): Facilitates interaction with Hugging Face's models, datasets, and papers through a Model Context Protocol server, enabling LLMs to access and utilize these resources.
- [Greg-Swiftomatic/substack-mcp-server](https://github.com/Greg-Swiftomatic/substack-mcp-server): Facilitates AI-driven interactions with Substack newsletters, enabling content retrieval, search, and discovery across multiple publications.
- [AzDeltaQQ/Mcp-Reasoning-Server](https://github.com/AzDeltaQQ/Mcp-Reasoning-Server): An advanced reasoning server for Cursor AI, utilizing Monte Carlo Tree Search, Beam Search, and Transformer-based methods for complex problem-solving.
- [brendancopley/mcp-chain-of-draft-prompt-tool](https://github.com/brendancopley/mcp-chain-of-draft-prompt-tool): Enhances LLM reasoning by transforming prompts into Chain of Draft or Chain of Thought formats for improved efficiency and accuracy.
- [obinopaul/soccer-mcp-server](https://github.com/obinopaul/soccer-mcp-server): Access comprehensive football statistics and live match data through a Python MCP server utilizing the API-Football service.
- [obinopaul/nba-mcp-server](https://github.com/obinopaul/nba-mcp-server): A Python-based MCP server providing real-time and historical NBA statistics and game data through the NBA API.
- [aiyogg/tinypng-mcp-server](https://github.com/aiyogg/tinypng-mcp-server): Effortlessly compress images using TinyPNG through an MCP server, enabling seamless integration with LLMs.
- [okooo5km/time-mcp-server](https://github.com/okooo5km/time-mcp-server): Swift-based server offering time-related functionalities for LLMs, including timezone conversions and daylight saving checks.
- [griga23/FlinkMCP](https://github.com/griga23/FlinkMCP): Facilitates AI-driven management of Confluent Cloud Flink environments with detailed insights into statements and compute pools.
- [Fewsats/go-live-with-cursor](https://github.com/Fewsats/go-live-with-cursor): Facilitates domain purchase and website deployment using AI assistance and MCP integration with GitHub Pages.
- [Adfin-Engineering/mcp-server-adfin](https://github.com/Adfin-Engineering/mcp-server-adfin): Connects with Adfin APIs to facilitate seamless integration with Claude Desktop for automated financial tasks.
- [otoTree/MCP](https://github.com/otoTree/MCP): Facilitates interaction between local MCP servers and platforms like Coze, Dify, and FastGPT through a Flask-based interface.
- [MUSTAFA892/Model-Context-Protocol-MCP](https://github.com/MUSTAFA892/Model-Context-Protocol-MCP): Facilitates the setup and integration of an MCP server for providing structured context to LLMs, with support for tools, resources, and prompts.
- [Abiorh001/mcp_omni_connect](https://github.com/Abiorh001/mcp_omni_connect): MCPOmni Connect is a versatile CLI client that facilitates seamless integration and management of multiple MCP servers and AI models, offering advanced tool orchestration and secure communication.
- [qianping-sara/crew-ai-mcp](https://github.com/qianping-sara/crew-ai-mcp): A versatile MCP server offering intelligent assistance for code review, Git operations, and API design.
- [takumi0706/google-calendar-mcp](https://github.com/takumi0706/google-calendar-mcp): Facilitates seamless interaction between Google Calendar and Claude Desktop, enabling natural language management of calendar events.
- [jkf87/hwp-mcp](https://github.com/jkf87/hwp-mcp): Facilitates AI-driven automation of HWP document creation and editing through a Model Context Protocol server.
- [juhemcp/jexchange-mcp-server](https://github.com/juhemcp/jexchange-mcp-server): Facilitates real-time global currency exchange rate queries for large language models.
- [am2rican5/mcp-google-calendar](https://github.com/am2rican5/mcp-google-calendar): Integrates Google Calendar with MCP, offering seamless event management and real-time updates via SSE.
- [juhemcp/jweather-mcp-server](https://github.com/juhemcp/jweather-mcp-server): Facilitates real-time weather forecast queries across China for large language models.
- [Alex42prk/Cursor-to-figma](https://github.com/Alex42prk/Cursor-to-figma): Facilitates seamless interaction between Cursor AI and Figma, enabling programmatic design modifications through a TypeScript MCP server and WebSocket communication.
- [luis1232023/nest-llm-aigent](https://github.com/luis1232023/nest-llm-aigent): A RestFul MCP server gateway for seamless integration with web services, supporting multiple MCP servers and providing unified HTTP services for large models.
- [picahq/pica-mcp](https://github.com/picahq/pica-mcp): Pica MCP Server enables seamless integration of Claude Desktop with over 70 third-party services, facilitating secure data access and workflow automation through natural language requests.
- [zalab-inc/mcp-sequentialthinking](https://github.com/zalab-inc/mcp-sequentialthinking): Facilitates dynamic problem-solving through structured sequential thinking processes.
- [matlock08/watson_discovery_mcp](https://github.com/matlock08/watson_discovery_mcp): Facilitates secure interactions with Watson Discovery, enabling AI assistants to manage projects and execute NLP queries.
- [mazrean/mcp-tarmaq](https://github.com/mazrean/mcp-tarmaq): MCP-TARMAQ leverages TARMAQ for change impact analysis, suggesting related file modifications based on commit history.
- [nareneran/mcp](https://github.com/nareneran/mcp): Facilitates GitHub integration with AI tools through MCP, enabling seamless interaction with repositories for tasks like viewing commits and managing issues.
- [XXpE3/omgflux-mcp-server](https://github.com/XXpE3/omgflux-mcp-server): Utilizes the OhMyGPT Flux API to generate images through an MCP server setup.
- [lucasnscr/spring-ai-tools-mcp](https://github.com/lucasnscr/spring-ai-tools-mcp): A Spring AI-driven system for real-time credit score verification, integrating Qwen 2.5 with Slack via MCP for seamless communication and action-triggering.
- [markacianfrani/mcp-tool](https://github.com/markacianfrani/mcp-tool): A tool for integrating MCP server commands into Claude Desktop for thought analysis.
- [alxspiker/ai-meta-mcp-server](https://github.com/alxspiker/ai-meta-mcp-server): A dynamic server enabling AI to create and execute custom tools through a meta-function architecture, supporting multiple runtime environments with sandboxed security.
- [rakeshgangwar/n8n-mcp-server](https://github.com/rakeshgangwar/n8n-mcp-server): A TypeScript-based MCP server implementing a simple notes system with resources, tools, and prompts for note management and summarization.
- [cheerlights/cheerlights-mcp](https://github.com/cheerlights/cheerlights-mcp): Facilitates AI interaction with the CheerLights API for real-time color synchronization across global IoT-connected lights.
- [kazz187/mcp-google-spreadsheet](https://github.com/kazz187/mcp-google-spreadsheet): Facilitates AI-driven manipulation of Google Spreadsheet and Drive files through a Model Context Protocol server.
- [butelo/mcp-dicionario-da-rag](https://github.com/butelo/mcp-dicionario-da-rag): Facilitates LLM interaction with the Dicionario da Real Academia Galega using the Model Context Protocol.
- [sichang824/mcp-terminal](https://github.com/sichang824/mcp-terminal): MCP Terminal provides a standardized interface for AI to execute terminal commands and retrieve outputs, seamlessly integrating with large language models and AI assistants.
- [InditexTech/mcp-server-simulator-ios-idb](https://github.com/InditexTech/mcp-server-simulator-ios-idb): Facilitates natural language interaction with iOS simulators, enabling comprehensive control and automation through LLMs.
- [scarqin/mcp-apikit](https://github.com/scarqin/mcp-apikit): MCP-APIKit facilitates seamless API integration and management within Windsurf IDE by fetching and exposing API information from Eolink OpenAPI.
- [playcanvas/editor-mcp-server](https://github.com/playcanvas/editor-mcp-server): Automates the PlayCanvas Editor using an LLM, enhancing AI-driven development workflows.
- [aipotheosis-labs/aipolabs-mcp](https://github.com/aipotheosis-labs/aipolabs-mcp): Provides two MCP servers for accessing ACI.dev managed functions, offering both app-specific and unified function discovery and execution capabilities.
- [luoluoluo22/mcp_client](https://github.com/luoluoluo22/mcp_client): Integrates MCP tools into an HTTP API service for seamless interaction with large models, supporting both simplified and OpenAI-compatible API formats.
- [hannesj/mcp-antd-components](https://github.com/hannesj/mcp-antd-components): Facilitates LLMs in exploring Ant Design components through specialized tools, offering pre-extracted documentation for efficient access and integration.
- [maschad/atoma-test-ts-sdk](https://github.com/maschad/atoma-test-ts-sdk): A developer-friendly, type-safe TypeScript SDK that exposes AtomaSDK methods as tools for AI applications via an MCP server.
- [self-tech-labs/entscheidsuche-MCP-server](https://github.com/self-tech-labs/entscheidsuche-MCP-server): Facilitates access to Swiss legal decisions via the entscheidsuche.ch API, enabling LLMs to conduct comprehensive legal research.
- [nozomio-labs/nia-mcp](https://github.com/nozomio-labs/nia-mcp): Integrate with Nia's codebase understanding capabilities using function calls in MCP-compatible clients.
- [nicozumarraga/light-mcp-agents](https://github.com/nicozumarraga/light-mcp-agents): A lightweight framework for orchestrating AI agents using MCP, enabling hierarchical agent systems with shared capabilities and task delegation.
- [L-Chris/bilibili-mcp](https://github.com/L-Chris/bilibili-mcp): Facilitates interaction with Bilibili content, offering search, subtitle retrieval, and video information services.
- [CaptainCrouton89/mcp-maker](https://github.com/CaptainCrouton89/mcp-maker): MCP Maker facilitates the creation of new Model Context Protocol servers by providing scaffolding tools and templates for server structure, tools, resources, and prompts.
- [wrediam/coolify-mcp-server](https://github.com/wrediam/coolify-mcp-server): Facilitates seamless interaction with Coolify instances through comprehensive server and application management tools.
- [nathanonn/mcp-perplexity-api](https://github.com/nathanonn/mcp-perplexity-api): Integrates Perplexity's API to empower Claude with real-time web-wide research capabilities.
- [techspawn/Turbo-MCP-Client](https://github.com/techspawn/Turbo-MCP-Client): Turbo MCP Client offers a FastAPI-based web interface for seamless interaction with multiple MCP servers, leveraging OpenAI's API for message processing.
- [chatwork/chatwork-mcp-server](https://github.com/chatwork/chatwork-mcp-server): Facilitates AI-driven operations on Chatwork through a Model Context Protocol server.
- [RSS3-Network/mcp-server-rss3](https://github.com/RSS3-Network/mcp-server-rss3): Integrates the RSS3 API to query decentralized chains, social media, and the RSS3 network effortlessly.
- [IMNMV/ClaudeR](https://github.com/IMNMV/ClaudeR): ClaudeR seamlessly integrates Claude AI with RStudio, enabling real-time code execution and data analysis through a secure MCP server connection.
- [langchain-ai/mcpdoc](https://github.com/langchain-ai/mcpdoc): Facilitates the integration of llms.txt documentation into IDEs, enabling developers to audit and control tool calls and context retrieval.
- [Leghis/Smart-Thinking](https://github.com/Leghis/Smart-Thinking): Smart-Thinking offers a sophisticated multi-dimensional reasoning framework for AI assistants, enabling nuanced cognitive processes through graph-based architecture.
- [cuongtl1992/mcp-dbs](https://github.com/cuongtl1992/mcp-dbs): Facilitates seamless integration of LLMs with multiple SQL and NoSQL databases, enabling efficient data querying and management.
- [maton-ai/agent-toolkit](https://github.com/maton-ai/agent-toolkit): Facilitates integration of agent frameworks with Maton APIs using Model Context Protocol for streamlined API interactions.
- [Garoth/dalle-mcp](https://github.com/Garoth/dalle-mcp): Facilitates image generation and editing using OpenAI's DALL-E API through an MCP server interface.
- [fastnai/mcp-fastn](https://github.com/fastnai/mcp-fastn): Fastn Server offers a scalable platform for dynamic tool registration and execution, integrating seamlessly with services like Claude.ai and Cursor.ai for real-time API-driven operations.
- [ArlandMv/CustomMcpAI-ModelContextProtocol-GithubApi-TS](https://github.com/ArlandMv/CustomMcpAI-ModelContextProtocol-GithubApi-TS): Connects AI with GitHub's API using MCP to standardize repository data access for language models.
- [sndani/mcp-localhost-server-weaviate](https://github.com/sndani/mcp-localhost-server-weaviate): Facilitates seamless integration with Weaviate for enhanced data management and retrieval capabilities.
- [ml-alpha/mla-mcp](https://github.com/ml-alpha/mla-mcp): ML Alpha MCP offers a robust API for accessing and analyzing financial market data, providing tools for stock analysis, investment insights, and SEC filing access.
- [recallnet/data-omnifeeds-mcp](https://github.com/recallnet/data-omnifeeds-mcp): Facilitates AI models' interaction with diverse data feeds like Twitter, Substack, and CoinGecko through a unified MCP server interface.
- [ShubhanshuSondhiya/MCP-TMDB](https://github.com/ShubhanshuSondhiya/MCP-TMDB): Connects AI assistants with TMDB API for movie data interaction, enabling search, retrieval, and content generation.
- [devhub/devhub-cms-mcp](https://github.com/devhub/devhub-cms-mcp): Facilitates content management in DevHub CMS through seamless integration with Large Language Models using the Model Context Protocol.
- [seyhunak/agentcraft-mcp](https://github.com/seyhunak/agentcraft-mcp): AgentCraft MCP Server facilitates secure communication and data exchange between AI agents and enterprise systems, ensuring scalability and integration with various MCP clients.
- [xenoailimited/mcp-mavae](https://github.com/xenoailimited/mcp-mavae): MAVAE provides a standardized interface for AI Agents to generate and manipulate images through a Model Context Protocol server.
- [mohammeduvaiz/figma-mcp-server](https://github.com/mohammeduvaiz/figma-mcp-server): Facilitates AI and LLM integration with Figma designs through a Model Context Protocol server, enabling design data extraction, system analysis, and development handoff.
- [keli-wen/mcp_chatbot](https://github.com/keli-wen/mcp_chatbot): Integrates MCP with customized LLMs to create a chatbot capable of processing and summarizing Markdown files.
- [ghubnerr/Notion-MCP](https://github.com/ghubnerr/Notion-MCP): Facilitates AI model interactions with Notion workspaces through a standardized interface for content access and modification.
- [agentrpc/agentrpc](https://github.com/agentrpc/agentrpc): AgentRPC provides a universal RPC layer for AI agents, enabling seamless integration across languages and network boundaries with a hosted MCP server.
- [aughey/threed_ai_viewer](https://github.com/aughey/threed_ai_viewer): Integrate AI agents with a 3D scene using a Model Context Protocol server for real-time interaction and control.
- [simonberner/mcp-server-calculator](https://github.com/simonberner/mcp-server-calculator): Provides a simple calculator service for MCP clients, demonstrating basic math operations.
- [grixprotocol/grix-mcp](https://github.com/grixprotocol/grix-mcp): Grix MCP facilitates real-time options pricing and AI-driven trading signals for DeFi protocols through a seamless MCP interface.
- [1mcp-app/agent](https://github.com/1mcp-app/agent): A unified server that consolidates multiple MCP servers into a single interface, optimizing resource usage and simplifying configuration for AI assistants.
- [SeriaWei/MCP-Developer-Name](https://github.com/SeriaWei/MCP-Developer-Name): Facilitates AI interactions by providing developer identity details through an MCP server.
- [cso1z/Feishu-MCP](https://github.com/cso1z/Feishu-MCP): Facilitates access to Feishu documents for AI-driven coding tools like Cursor, enhancing document understanding and processing efficiency.
- [DLYZZT/china-weather-mcp-server](https://github.com/DLYZZT/china-weather-mcp-server): Provides real-time weather data for Chinese cities via the AMap Weather API, enabling AI assistants to access current weather conditions.
- [qingtianyu/mcp-server](https://github.com/qingtianyu/mcp-server): Enterprise-grade microservice API server with dynamic tool registration and MCP protocol integration.
- [Swayingleaves/uml-mcp-server](https://github.com/Swayingleaves/uml-mcp-server): Facilitates UML diagram generation through natural language or PlantUML code, integrating with MCP clients for seamless diagram creation and sharing.
- [PsychArch/minimax-mcp-tools](https://github.com/PsychArch/minimax-mcp-tools): Integrates Minimax API for AI-driven image generation and text-to-speech capabilities within an MCP server framework.
- [l1lhu1hu1/mcp-play](https://github.com/l1lhu1hu1/mcp-play): A trial MCP server built using the Model Context Protocol TypeScript SDK, designed for integration with Claude Desktop.
- [gdli6177/mcp-prompt-server](https://github.com/gdli6177/mcp-prompt-server): Facilitates efficient task execution by providing preset prompt templates for editors like Cursor and Windsurf.
- [stophobia/open-mcp](https://github.com/stophobia/open-mcp): A versatile collection of open MCP servers designed to enhance AI assistants like Claude with real-time data access and tool integration.
- [elitexape/zereus-mcp](https://github.com/elitexape/zereus-mcp): Zereus MCP provides real-time crypto market intelligence to AI assistants like Claude, offering sentiment analysis and trend detection through the Model Context Protocol.
- [salacoste/mcp-n8n-workflow-builder](https://github.com/salacoste/mcp-n8n-workflow-builder): Facilitates the creation and management of n8n workflows through Claude AI and Cursor IDE using the MCP protocol.
- [ifmelate/mcp-image-extractor](https://github.com/ifmelate/mcp-image-extractor): Facilitates image extraction and conversion to base64 for LLM analysis, supporting both local files and URLs.
- [gbaeke/mcp-demo](https://github.com/gbaeke/mcp-demo): A Claude Desktop MCP server that facilitates web search and content scraping using the Serper API, with robust error handling and SSL security.
- [kentaro/aivis-speech-mcp](https://github.com/kentaro/aivis-speech-mcp): Facilitates seamless integration of AivisSpeech Engine for high-quality speech synthesis through MCP protocol.
- [Timtech4u/deno-mcp-server](https://github.com/Timtech4u/deno-mcp-server): Facilitates secure execution of Deno TypeScript/JavaScript code with configurable permissions for LLMs like Claude.
- [jango-blockchained/personal-mcp-server](https://github.com/jango-blockchained/personal-mcp-server): A TypeScript-based MCP server offering tools and resources for AI applications, with CLI support for IP address lookup and automated release management.
- [sjquant/llm-bridge-mcp](https://github.com/sjquant/llm-bridge-mcp): Facilitates seamless integration with multiple large language models through a unified interface using the Message Control Protocol.
- [bonninr/freecad_mcp](https://github.com/bonninr/freecad_mcp): Facilitates seamless interaction between FreeCAD and Claude AI through the Model Control Protocol, enabling AI-assisted 3D CAD design.
- [cyanheads/github-mcp-server](https://github.com/cyanheads/github-mcp-server): A TypeScript-based MCP server that integrates with GitHub's API, enabling AI assistants to manage repositories, issues, pull requests, and more through a structured interface.
- [merill/lokka](https://github.com/merill/lokka): Lokka enables AI-driven management and querying of Azure and Microsoft 365 tenants via Microsoft Graph and Azure RM APIs.
- [SaseQ/discord-mcp](https://github.com/SaseQ/discord-mcp): Facilitates seamless integration of Discord Bots with MCP-compatible applications, enhancing communication and automation capabilities.
- [Stormbreakerr20/MCP](https://github.com/Stormbreakerr20/MCP): Facilitates LLMs with a client-server architecture using the Model Context Protocol for seamless function calls and API access.
- [noahgsolomon/pumpfun-mcp-server](https://github.com/noahgsolomon/pumpfun-mcp-server): Facilitates AI-driven token transactions on the Pump.fun platform using Solana blockchain.
- [aljazceru/domain-checker-mcp](https://github.com/aljazceru/domain-checker-mcp): Empower LLMs to verify domain availability using a Python-based MCP server.
- [seotesting-com/gsc-mcp-server](https://github.com/seotesting-com/gsc-mcp-server): Integrate Google Search Console data with Claude Desktop to analyze SEO performance through an MCP server.
- [lroolle/openai-agents-mcp-server](https://github.com/lroolle/openai-agents-mcp-server): A server that integrates OpenAI agents with the MCP protocol, enabling seamless orchestration and execution of specialized tasks.
- [changsong/open-mcp-server](https://github.com/changsong/open-mcp-server): Open-MCP-Server facilitates seamless integration between enterprise systems and AI platforms by supporting multiple protocols and enabling customized AI solutions.
- [gitfudge0/mcp-spira](https://github.com/gitfudge0/mcp-spira): Facilitates the creation and management of requirements, test cases, and test steps in Spira using LLMs.
- [mshojaei77/ReActMCP](https://github.com/mshojaei77/ReActMCP): ReActMCP empowers AI assistants with real-time web search capabilities using the Exa API, delivering markdown-formatted insights.
- [sengokudaikon/aider-mcp-server](https://github.com/sengokudaikon/aider-mcp-server): Facilitates seamless integration between AI assistants like Claude and Aider's file editing capabilities through the Model Context Protocol.
- [sagar-n/mcp_server_poc](https://github.com/sagar-n/mcp_server_poc): Access Yahoo Finance data for historical and current stock information via MCP server tools.
- [farzad528/mcp-server-azure-ai-agents](https://github.com/farzad528/mcp-server-azure-ai-agents): Facilitates AI-enhanced document and web search using Azure AI services, seamlessly integrating with Claude Desktop for optimized search results.
- [tiaz0128/hello-mcp](https://github.com/tiaz0128/hello-mcp): Facilitates seminar management through an MCP server with Docker integration for seamless deployment.
- [riii111/ResearchMCP](https://github.com/riii111/ResearchMCP): A multi-search API aggregator server leveraging the Model Context Protocol to integrate web search capabilities from Brave and Tavily, aiming to enhance research functionalities akin to ChatGPT's DeepResearch.
- [starwind-ui/starwind-ui-mcp](https://github.com/starwind-ui/starwind-ui-mcp): A TypeScript-based MCP server tailored for Starwind UI, enhancing AI assistant capabilities with modular tools and seamless integration with popular IDEs.
- [intbjw/fofa-mcp-server](https://github.com/intbjw/fofa-mcp-server): A high-performance server for querying FOFA data using the MCP protocol, offering seamless integration with other systems.
- [rahgadda/openapi_mcp_server](https://github.com/rahgadda/openapi_mcp_server): Facilitates LLM interactions with REST APIs through a configurable MCP server supporting OpenAPI specifications.
- [getAlby/nwc-mcp-server](https://github.com/getAlby/nwc-mcp-server): Facilitates the integration of a bitcoin lightning wallet with LLMs using Nostr Wallet Connect and the Model Context Protocol.
- [HubbleVision/hubble-ai-mcp](https://github.com/HubbleVision/hubble-ai-mcp): Hubble AI MCP server offers real-time blockchain insights and visualizations for Solana transactions using natural language queries.
- [sawa-zen/vrchat-mcp](https://github.com/sawa-zen/vrchat-mcp): Facilitates structured interaction with the VRChat API, enabling user authentication, data retrieval, and more through a standardized protocol.
- [Evan-Devcode/prompt-and-MCP](https://github.com/Evan-Devcode/prompt-and-MCP): A comprehensive resource hub for developers to explore and integrate various MCP servers, including automation, memory management, and version control capabilities.
- [revit-mcp/revit-mcp](https://github.com/revit-mcp/revit-mcp): Facilitates AI-driven interactions with Revit for creating, modifying, and managing architectural elements via the MCP protocol.
- [awkoy/replicate-flux-mcp](https://github.com/awkoy/replicate-flux-mcp): Empowers AI assistants to generate high-quality images and vector graphics tailored for developers using advanced AI models.
- [santiagolp/demo-mcp](https://github.com/santiagolp/demo-mcp): A demonstration server utilizing the model context protocol for showcasing server setup and configuration.
- [ukkz/claude-ts-mcps](https://github.com/ukkz/claude-ts-mcps): A suite of TypeScript MCP servers enhancing Claude Desktop's development capabilities with tools for web search, file operations, Git management, and browser automation.
- [jonverrier/RepoDocumenter](https://github.com/jonverrier/RepoDocumenter): Generates comprehensive documentation and C4 architecture diagrams for legacy codebases using MCP prompts and tools.
- [choguun/inj-mcp](https://github.com/choguun/inj-mcp): Facilitates wallet management and token transactions on the Injective blockchain.
- [bart6114/my-bear-mcp-server](https://github.com/bart6114/my-bear-mcp-server): Facilitates AI assistants in accessing and reading notes from the Bear app through a read-only MCP server connection.
- [alohays/openai-tool2mcp](https://github.com/alohays/openai-tool2mcp): A lightweight bridge that wraps OpenAI's built-in tools as MCP servers, enabling seamless integration with MCP-compatible models like Claude.
- [leettools-dev/leettools-mcp](https://github.com/leettools-dev/leettools-mcp): LeetTools MCP server integrates AI-powered search capabilities with web and local knowledge bases, offering seamless search, scraping, and filtering functionalities.
- [Rootly-AI-Labs/Rootly-MCP-server](https://github.com/Rootly-AI-Labs/Rootly-MCP-server): Integrate Rootly API with MCP-compatible editors to swiftly resolve production incidents directly from your IDE.
- [AzureCosmosDB/azure-cosmos-mcp-server](https://github.com/AzureCosmosDB/azure-cosmos-mcp-server): Facilitates secure and efficient querying of Azure Cosmos DB datasets by Large Language Models through a standardized interface.
- [matsu911/ollama-mcp-bridge](https://github.com/matsu911/ollama-mcp-bridge): A TypeScript bridge connecting local LLMs to MCP servers, enabling open-source models to utilize advanced tools like filesystem operations, web search, and email management.
- [Saml1211/PRD-MCP-Server](https://github.com/Saml1211/PRD-MCP-Server): Facilitates the creation and validation of Product Requirements Documents through a standardized protocol interface.
- [GARCHENG/mcp-server-jina-java](https://github.com/GARCHENG/mcp-server-jina-java): Facilitates web content searching and fetching via the Jina Reader API.
- [1509688043/gm-mcp-qx](https://github.com/1509688043/gm-mcp-qx): Provides Swagger API documentation by fetching and detailing the first resource from a list of available APIs.
- [daltonnyx/userful-mcps](https://github.com/daltonnyx/userful-mcps): A versatile collection of standalone Python scripts implementing MCP servers for extracting YouTube data, processing Word documents, and rendering PlantUML diagrams.
- [lowcodelocky2/xano-mcp](https://github.com/lowcodelocky2/xano-mcp): Facilitates comprehensive management of Xano workspaces through MCP, enabling AI assistants to interact with database and API structures programmatically.
- [YunosukeYoshino/mcp-server](https://github.com/YunosukeYoshino/mcp-server): Provides multiple tool servers leveraging MCP for deep search, ChatWork integration, and Discord message retrieval.
- [apifox/apifox-mcp-server](https://github.com/apifox/apifox-mcp-server): Apifox MCP Server enables AI-powered IDEs to access and utilize Apifox project API documentation for code generation and modification.
- [w-jeon/mcp-gdrive](https://github.com/w-jeon/mcp-gdrive): Facilitates seamless integration with Google Drive for file listing, reading, and searching.
- [w-jeon/mcp-servers](https://github.com/w-jeon/mcp-servers): A comprehensive collection of reference implementations for the Model Context Protocol, showcasing secure and controlled access to tools and data sources for LLMs.
- [cognitivecomputations/dolphin-mcp](https://github.com/cognitivecomputations/dolphin-mcp): Dolphin MCP is a versatile Python library and CLI tool enabling seamless interaction with multiple MCP servers through natural language queries, supporting various LLM models.
- [comet-ml/opik-mcp](https://github.com/comet-ml/opik-mcp): Opik MCP Server offers seamless IDE integration and unified access to Opik's features, supporting multiple transport mechanisms for flexible development environments.
- [zkluck/test-mcp](https://github.com/zkluck/test-mcp): Provides weather forecasting services using the Model Context Protocol, accessible via npm or npx.
- [HanlunWang/magicui-mcp](https://github.com/HanlunWang/magicui-mcp): Facilitates AI-driven interaction with Magic UI components by providing detailed documentation, usage instructions, and component recommendations.
- [manolaz/amoca-sendai-agent-kit-mcp-server](https://github.com/manolaz/amoca-sendai-agent-kit-mcp-server): Facilitates standardized protocol operations on the Solana blockchain using the Model Context Protocol.
- [j4ckp0t85/Figma-Context-MCP-tokens](https://github.com/j4ckp0t85/Figma-Context-MCP-tokens): Facilitates AI-powered tools to access and translate Figma design data into detailed CSS and design tokens for seamless integration into development workflows.
- [JustaName-id/ens-mcp-server](https://github.com/JustaName-id/ens-mcp-server): Facilitates interactions with the Ethereum Name Service, enabling name resolution, availability checks, and record retrieval.
- [dfkai/xtquantai](https://github.com/dfkai/xtquantai): Integrates AI with the xtquant trading platform to enable direct access and manipulation of quantitative trading data and functionalities.
- [opentraa/traa-mcp](https://github.com/opentraa/traa-mcp): TRAA MCP Server facilitates screen capture and enumeration of system screens and windows, utilizing the Model Context Protocol for communication.
- [GongRzhe/YOLO-MCP-Server](https://github.com/GongRzhe/YOLO-MCP-Server): Integrates YOLO computer vision capabilities with Claude AI for advanced object detection and real-time camera analysis.
- [starbops/harvester-mcp-server](https://github.com/starbops/harvester-mcp-server): Facilitates AI assistants' interaction with Harvester clusters using the MCP protocol for seamless Kubernetes operations.
- [brianshin22/youtube-translate-mcp](https://github.com/brianshin22/youtube-translate-mcp): Access the YouTube Translate API to obtain transcripts, translations, and summaries of YouTube videos through an MCP server.
- [DocNR/repo-analyzer-mcp](https://github.com/DocNR/repo-analyzer-mcp): Facilitates comprehensive analysis of code repositories with specialized tools for Nostr and NDK projects.
- [L-Chris/douban-mcp](https://github.com/L-Chris/douban-mcp): Facilitates searching and interacting with Douban content, including books, movies, and group discussions, through an MCP server.
- [mjm3853/try-mcp](https://github.com/mjm3853/try-mcp): A demonstration server showcasing the integration and management of machine learning models using the Model Context Protocol (MCP) with the Python SDK.
- [kukapay/cryptopanic-mcp-server](https://github.com/kukapay/cryptopanic-mcp-server): Delivers up-to-date cryptocurrency news to AI agents using the CryptoPanic API.
- [PraveenKishore/mcp-server-youtube](https://github.com/PraveenKishore/mcp-server-youtube): Facilitates secure and efficient retrieval of YouTube video transcripts for LLMs using the Model Context Protocol.
- [mcpdotdirect/starknet-mcp-server](https://github.com/mcpdotdirect/starknet-mcp-server): Empowers AI agents to seamlessly interact with the Starknet blockchain, enabling operations like querying blockchain data, managing wallets, and executing smart contracts.
- [kortexa-ai/mcp-slop-adapter](https://github.com/kortexa-ai/mcp-slop-adapter): Connects MCP clients with SLOP-compatible servers, enabling seamless protocol integration and resource exposure.
- [MaxParisotto/rust-mcp-toolkit](https://github.com/MaxParisotto/rust-mcp-toolkit): A TypeScript-based MCP server that implements a simple notes system with tools for note creation and summarization.
- [ppl-ai/modelcontextprotocol](https://github.com/ppl-ai/modelcontextprotocol): Integrates the Sonar API to enable Claude with real-time web-wide research capabilities within the MCP ecosystem.
- [xzq-xu/jvm-mcp-server](https://github.com/xzq-xu/jvm-mcp-server): A JVM-based MCP server leveraging Arthas for real-time monitoring and AI-driven analysis of Java processes.
- [Beyond-Network-AI/beyond-mcp-server](https://github.com/Beyond-Network-AI/beyond-mcp-server): An extensible MCP server offering standardized access to social and onchain data, with current support for Farcaster and planned integration for other platforms.
- [memenow/persona-agent](https://github.com/memenow/persona-agent): A robust API server for creating AI persona agents with enhanced capabilities through Model Context Protocol integration.
- [3MUl0R/stagehand-mcp](https://github.com/3MUl0R/stagehand-mcp): AI-driven web browser automation using the Stagehand library with local browser support.
- [MushroomFleet/DeepLucid3D-MCP](https://github.com/MushroomFleet/DeepLucid3D-MCP): The DeepLucid3D UCPF Server leverages the Unified Cognitive Processing Framework to enhance AI's cognitive analysis and creative problem-solving capabilities.
- [SailFish-Finance/educhain-ai-agent-kit](https://github.com/SailFish-Finance/educhain-ai-agent-kit): Facilitates token and pool interactions, swaps, and arbitrage operations on SailFish DEX through Claude's MCP integration.
- [GongRzhe/Open-MCP-Client](https://github.com/GongRzhe/Open-MCP-Client): ChatMCP is a versatile command-line chat interface that integrates multiple LLM providers and extends their capabilities with MCP-compatible tools for enhanced AI assistant functionality.
- [OnStartups/agentai-mcp-server](https://github.com/OnStartups/agentai-mcp-server): Integrates with Agent.ai API to provide web text extraction, screenshots, and YouTube transcript capabilities through dynamic function loading.
- [Bob-lance/grok-mcp](https://github.com/Bob-lance/grok-mcp): Integrate Grok AI's chat, image analysis, and function calling capabilities into Cline via a Model Context Protocol server.
- [OtotaO/unsloth-mcp-server](https://github.com/OtotaO/unsloth-mcp-server): Enhance LLM fine-tuning efficiency with Unsloth's MCP server, achieving faster speeds and reduced memory usage.
- [HAERGI-PL/mcp-hello_world](https://github.com/HAERGI-PL/mcp-hello_world): A JavaScript ES Module implementation of the Model Context Protocol, featuring a 'hello_world' tool for personalized greetings, compatible with Claude, Anthropic's AI assistant.
- [context-hub/generator](https://github.com/context-hub/generator): ctx bridges your codebase with LLMs by generating context files and serving them through an MCP server for seamless AI integration.
- [your-mcp-repo/MCP.Ai](https://github.com/your-mcp-repo/MCP.Ai): Facilitates secure interaction between AI models and the NEAR blockchain, enabling account management and smart contract execution.
- [8bitsats/MCPstarter](https://github.com/8bitsats/MCPstarter): Leverage Anthropic's MCP to create an AI-driven forex trading agent that integrates real-time market data and social media insights.
- [prakashsanker/flights-mcp-server](https://github.com/prakashsanker/flights-mcp-server): Facilitates complex travel planning by integrating flight, hotel, and future car rental and taxi services using Booking.com and Google Maps APIs.
- [etoxin/untapped-mcp](https://github.com/etoxin/untapped-mcp): An Untapped MCP server designed for seamless integration with Claude Desktop.
- [Monsoft-Solutions/model-context-protocols](https://github.com/Monsoft-Solutions/model-context-protocols): Enhance AI assistant capabilities with Monsoft's Model Context Protocols, enabling additional functions and external resource access.
- [henrygabriels/claude-mcp-tools](https://github.com/henrygabriels/claude-mcp-tools): Enhance Claude's capabilities with MCP servers for news retrieval, Wikipedia access, and CSV data analysis.
- [a0dotrun/expose](https://github.com/a0dotrun/expose): Expose provides a flexible and self-hosted solution for building and deploying MCP tools, easily integrated with the Claude desktop app.
- [arcaputo3/mcp-server-whisper](https://github.com/arcaputo3/mcp-server-whisper): Facilitates advanced audio transcription and processing using OpenAI's Whisper and GPT-4o models, enabling seamless AI interaction with audio content.
- [ricardolx/airgen-mcp](https://github.com/ricardolx/airgen-mcp): A TypeScript-based server for generating assets, icons, and SVGs using MCP concepts.
- [V0v1kkk/DotNetMetadataMcpServer](https://github.com/V0v1kkk/DotNetMetadataMcpServer): Facilitates AI coding agents in exploring .NET codebases by providing detailed type information through reflection.
- [ahujasid/blender-mcp](https://github.com/ahujasid/blender-mcp): BlenderMCP enables seamless integration between Blender and Claude AI for interactive 3D modeling and scene manipulation via the Model Context Protocol.
- [syntaxtrash/mcp](https://github.com/syntaxtrash/mcp): A TypeScript server facilitating MySQL database interactions via the Model Context Protocol, offering tools for table management and query execution.
- [surya-madhav/MCP](https://github.com/surya-madhav/MCP): A server enabling LLMs to interact with web content through standardized tools, featuring a web scraping tool for converting URLs to markdown content.
- [zerubroberts/safetyculture-mcp-server](https://github.com/zerubroberts/safetyculture-mcp-server): Facilitates natural language queries and analysis of SafetyCulture data through an MCP server interface.
- [getfounded/mcp-tool-kit](https://github.com/getfounded/mcp-tool-kit): A modular server for deploying high precision vertical AI agents, enhancing Claude's capabilities with a unified interface for diverse tools and systems.
- [RossH121/perplexity-mcp](https://github.com/RossH121/perplexity-mcp): A Perplexity MCP server offering web search capabilities with intelligent model selection and domain filtering.
- [obaid/resemble-mcp](https://github.com/obaid/resemble-mcp): Facilitates voice generation using Resemble AI's API, integrating seamlessly with Claude and Cursor through the Model Context Protocol.
- [SSGrady/qs-first-mcp](https://github.com/SSGrady/qs-first-mcp): A Python-based weather server utilizing Anthropic's Model Context Protocol, integrated with Claude for Desktop to provide USA weather information.
- [pyljain/mcp_server_template](https://github.com/pyljain/mcp_server_template): Facilitates read-only access to PostgreSQL databases for LLMs, enabling schema inspection and query execution.
- [base/base-mcp](https://github.com/base/base-mcp): Facilitates AI applications' interaction with the Base Network and Coinbase API for onchain operations, including wallet management, smart contract deployment, and NFT transactions.
- [waleedf/CodeConversationsMCP](https://github.com/waleedf/CodeConversationsMCP): Facilitates Claude's interaction with external AI models for coding assistance via OpenRouter.
- [Kong/mcp-konnect](https://github.com/Kong/mcp-konnect): Enables AI assistants to interact with Kong Konnect APIs for querying and analyzing gateway configurations, traffic, and analytics.
- [evansims/openfga-mcp](https://github.com/evansims/openfga-mcp): Facilitates programmatic interaction with OpenFGA stores via LLMs, enabling advanced authorization and vibe coding capabilities.
- [normal-coder/gitee-mcp-server](https://github.com/normal-coder/gitee-mcp-server): Empower AI to manage Gitee repositories, issues, and pull requests seamlessly through MCP integration.
- [unievo/xpilot-mcp-library](https://github.com/unievo/xpilot-mcp-library): A library providing MCP server implementations for xPilot, facilitating context provision and tool integration for LLMs.
- [bharathvaj-ganesan/whois-mcp](https://github.com/bharathvaj-ganesan/whois-mcp): Facilitates WHOIS lookups for AI agents, enabling them to retrieve domain registration details seamlessly.
- [cr7258/higress-ai-search-mcp-server](https://github.com/cr7258/higress-ai-search-mcp-server): Enhances AI model responses with real-time search results from various search engines using Higress ai-search.
- [Swan-and-Co-Innovations/MCP](https://github.com/Swan-and-Co-Innovations/MCP): Facilitates dynamic problem-solving through structured, sequential thinking processes.
- [kshern/image-tools-mcp](https://github.com/kshern/image-tools-mcp): Facilitates image dimension retrieval and compression from both URLs and local files, with integration support for Figma and TinyPNG APIs.
- [quillopy/quillopy-mcp](https://github.com/quillopy/quillopy-mcp): Facilitates AI-driven document search for programming packages via the Quillopy API using Model Context Protocol.
- [theronic/modex](https://github.com/theronic/modex): Modex is a Clojure library that enables AI models to be enhanced with tools, resources, and prompts through the implementation of the Model Context Protocol server and client.
- [sparesparrow/mcp-prompts](https://github.com/sparesparrow/mcp-prompts): Facilitates prompt management and template orchestration for AI applications, enhancing consistency in LLM interactions.
- [wricardo/gpt-mcp-proxy](https://github.com/wricardo/gpt-mcp-proxy): A REST API server bridging HTTP clients with MCP-compliant tools for seamless integration and execution via REST endpoints.
- [ericflo/agentoptim](https://github.com/ericflo/agentoptim): AgentOptim empowers AI engineers to systematically evaluate and enhance AI conversation quality using a streamlined, data-driven approach.
- [thedaviddias/mcp-llms-txt-explorer](https://github.com/thedaviddias/mcp-llms-txt-explorer): Explore and analyze websites implementing the llms.txt standard using a Model Context Protocol server.
- [zhangzhongnan928/mcp-pa-ai-agent](https://github.com/zhangzhongnan928/mcp-pa-ai-agent): A versatile AI agent server that manages calendars, tasks, emails, and smart home devices, integrating seamlessly with MCP clients like Claude for Desktop.
- [stat-guy/chain-of-draft](https://github.com/stat-guy/chain-of-draft): Chain of Draft (CoD) MCP Server enhances LLM reasoning efficiency by implementing a minimalistic intermediate output approach, reducing token usage while maintaining accuracy.
- [Lucker631/mcp-templateio](https://github.com/Lucker631/mcp-templateio): Leverage Templated.io for dynamic image generation within a customizable MCP server framework.
- [scmdr/sourcesyncai-mcp](https://github.com/scmdr/sourcesyncai-mcp): Facilitates AI model interactions with SourceSync.ai's knowledge management platform through a standardized interface.
- [jamcam-me/Claude-MCP](https://github.com/jamcam-me/Claude-MCP): Enhance Claude Desktop with MCP servers for GitHub interaction, web searching via Brave, and local filesystem management.
- [ai-zerolab/mcp-toolbox](https://github.com/ai-zerolab/mcp-toolbox): A versatile toolkit enabling LLMs to interact with external services and APIs via the Model Context Protocol, enhancing their capabilities beyond text generation.
- [cardinalblue/prompt-book-mcp-server](https://github.com/cardinalblue/prompt-book-mcp-server): Connects to Notion databases to efficiently manage, search, and retrieve AI prompts across multiple collections.
- [pbteja1998/sourcesyncai-mcp](https://github.com/pbteja1998/sourcesyncai-mcp): Facilitates AI model interactions with SourceSync.ai's knowledge management platform through a standardized interface.
- [mattsilv/silv-learn](https://github.com/mattsilv/silv-learn): Repository classified as category 13
- [NewAITees/ollama-MCP-server](https://github.com/NewAITees/ollama-MCP-server): Facilitates seamless integration between local Ollama LLM instances and MCP-compatible applications, offering advanced task decomposition, evaluation, and workflow management.
- [Volunteer-Assistants/multi-llm-workflow](https://github.com/Volunteer-Assistants/multi-llm-workflow): Orchestrates Claude and ChatGPT for collaborative code generation with GitHub integration via MCP.
- [dcSpark/mcp-server-jupiter](https://github.com/dcSpark/mcp-server-jupiter): Facilitates token swaps on the Solana blockchain by providing Claude with access to Jupiter's swap API.
- [jonator/osmosis-agent-toolkit](https://github.com/jonator/osmosis-agent-toolkit): Facilitates LLM interaction with the Osmosis protocol through a Model Context Protocol server implementation.
- [mfinkle/llm-agents](https://github.com/mfinkle/llm-agents): Explore the use of LLMs to build tool-using agents with a minimalist approach, featuring an MCP server for tool discovery and invocation.
- [sylearn/ActionAI](https://github.com/sylearn/ActionAI): ActionAI empowers AI with robust system operation capabilities through MCP protocol, enabling seamless automation of complex tasks like document processing, code development, and data analysis.
- [graphlit/graphlit-mcp-server](https://github.com/graphlit/graphlit-mcp-server): Facilitates seamless integration of diverse data sources into the Graphlit platform, enabling efficient search and retrieval of knowledge through MCP clients.
- [ai-zerolab/Floword](https://github.com/ai-zerolab/Floword): Floword enables natural language-driven workflow creation with integrated MCP server configuration.
- [a-ssign/tech-mcp-server](https://github.com/a-ssign/tech-mcp-server): A versatile MCP server offering integration tools for GitHub, JIRA, and Slack, enhancing development workflows with automation and data retrieval capabilities.
- [hrgarber/wagyu_mcp_hackathon](https://github.com/hrgarber/wagyu_mcp_hackathon): A sports betting data MCP server that integrates with The Odds API for real-time odds and sports information.
- [segun/mcp-server-function-hub](https://github.com/segun/mcp-server-function-hub): Facilitates integration with the Function Hub API through an MCP server setup.
- [0xshellming/mcp-summarizer](https://github.com/0xshellming/mcp-summarizer): Provides intelligent summarization capabilities for various content types using Google's Gemini 1.5 Pro model.
- [pinecone-io/assistant-mcp](https://github.com/pinecone-io/assistant-mcp): Facilitates information retrieval from Pinecone Assistant using a configurable MCP server.
- [oopsyz/mcp](https://github.com/oopsyz/mcp): Facilitates AI agents' interaction with TMF620 Product Catalog Management API, enabling catalog and product management operations.
- [zym9863/together-ai-image-server](https://github.com/zym9863/together-ai-image-server): Facilitates image generation through Together AI's API using the MCP protocol, enabling seamless integration with MCP-compatible assistants.
- [ronykris/mina-mcp-server](https://github.com/ronykris/mina-mcp-server): Facilitates AI models in accessing zkApp transaction data from the Mina blockchain using the Blockberry API.
- [szeider/mcp-dblp](https://github.com/szeider/mcp-dblp): Facilitates seamless integration of DBLP's academic publication data with Large Language Models for advanced bibliographic processing and citation management.
- [waystation-ai/mcp](https://github.com/waystation-ai/mcp): WayStation offers a no-code, secure integration hub for connecting MCP hosts with daily productivity tools.
- [athapong/aio-mcp](https://github.com/athapong/aio-mcp): A comprehensive MCP server offering AI-driven search and multi-service integrations for enhanced development workflows.
- [tyankatsu0105/sandbox-ai-coding](https://github.com/tyankatsu0105/sandbox-ai-coding): Facilitates AI agent integration with various platforms using MCP configurations for seamless tool interaction and context management.
- [zym9863/imagen-server](https://github.com/zym9863/imagen-server): A TypeScript-based server for generating high-quality images using SiliconFlow API, seamlessly integrating with Claude Desktop.
- [nod-ai/StabilityAI-client-typescript](https://github.com/nod-ai/StabilityAI-client-typescript): A TypeScript SDK that provides a type-safe client for interacting with the StabilityAI API, also functioning as an MCP server for AI applications.
- [hyperbrowserai/mcp](https://github.com/hyperbrowserai/mcp): Hyperbrowser MCP Server offers tools for web scraping, data extraction, and browser automation with integration for agents like OpenAI's CUA and Anthropic's Claude.
- [Heratiki/locallama-mcp](https://github.com/Heratiki/locallama-mcp): Optimizes coding task costs by dynamically routing between local LLMs and paid APIs, integrating with Roo Code and Cline.Bot.
- [danilop/MCP2Lambda](https://github.com/danilop/MCP2Lambda): MCP2Lambda enables seamless integration of AWS Lambda functions as tools for LLMs, allowing models to execute code and access private resources without code changes.
- [wandb/mcp-server](https://github.com/wandb/mcp-server): Facilitates querying and reporting on Weights & Biases Weave traces using the Model Context Protocol.
- [PaWeRe/CoCo](https://github.com/PaWeRe/CoCo): CoCo serves as a human-AI mediator, facilitating seamless communication between users and language models through FastMCP and FastAPI integrations.
- [dvcrn/mcp-server-siri-shortcuts](https://github.com/dvcrn/mcp-server-siri-shortcuts): Facilitates seamless interaction with Siri Shortcuts via MCP, enabling LLMs to list, open, and execute shortcuts on macOS.
- [junyuan-qi/lark-mcp-server](https://github.com/junyuan-qi/lark-mcp-server): Facilitates AI model interactions with Lark's collaboration tools through MCP, enabling messaging and calendar management.
- [VectorEngineering/oppulence-backend-sdk-typescript](https://github.com/VectorEngineering/oppulence-backend-sdk-typescript): A developer-friendly, type-safe TypeScript SDK that functions as an installable MCP server, exposing various SDK methods as tools for AI applications.
- [smithery-ai/ntropy-mcp](https://github.com/smithery-ai/ntropy-mcp): Enrich banking data using the Ntropy API with this MCP server, featuring tools for creating account holders and enriching transactions.
- [devopsnextgenx/ai-psat-generator](https://github.com/devopsnextgenx/ai-psat-generator): Facilitates the testing and deployment of MCP servers using SSE and stdio transports.
- [GongRzhe/Image-Generation-MCP-Server](https://github.com/GongRzhe/Image-Generation-MCP-Server): Facilitates image generation using the Replicate Flux model through an MCP server interface.
- [jonrad/lsp-mcp](https://github.com/jonrad/lsp-mcp): Empowers AI agents with language-aware context from codebases using LSP capabilities.
- [zenml-io/mcp-zenml](https://github.com/zenml-io/mcp-zenml): Connects MCP clients like Cursor and Claude Desktop with ZenML pipelines for seamless MLOps and LLMOps integration.
- [ajaroyster/emcee](https://github.com/ajaroyster/emcee): Facilitates seamless integration of web applications with OpenAPI specifications into AI models using the Model Context Protocol.
- [its-dart/dart-mcp-server](https://github.com/its-dart/dart-mcp-server): Facilitates AI-driven project management with task and document management capabilities.
- [Lune-AI-Inc/lune-mcp](https://github.com/Lune-AI-Inc/lune-mcp): Facilitates integration with Lunes for assisting agents and LLMs through function calling.
- [yuru-sha/mcp-server-dify](https://github.com/yuru-sha/mcp-server-dify): Facilitates LLM interactions with Dify AI's chat completion API, featuring a restaurant recommendation tool and conversation context support.
- [Chakra-Network/mcp-server](https://github.com/Chakra-Network/mcp-server): Facilitates natural language interactions with databases and data shares through Anthropic's Model Context Protocol.
- [thadius83/mcp-server-openai](https://github.com/thadius83/mcp-server-openai): Facilitates direct querying of OpenAI models using the MCP protocol, with support for o3-mini and gpt-4o-mini models.
- [moyu6027/deepseek-MCP-server](https://github.com/moyu6027/deepseek-MCP-server): Enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced reasoning engine for complex tasks.
- [Garoth/wolframalpha-llm-mcp](https://github.com/Garoth/wolframalpha-llm-mcp): Facilitates interaction with WolframAlpha's LLM API to deliver structured knowledge and solve complex mathematical queries.
- [KYBvWHxW/advanced-nlp-entity-extraction](https://github.com/KYBvWHxW/advanced-nlp-entity-extraction): This repository implements the ReAct framework to enhance language models with reasoning and acting capabilities, integrating external knowledge sources like Wikipedia for tasks such as question answering and fact verification.
- [KYBvWHxW/causal-reasoning-llm](https://github.com/KYBvWHxW/causal-reasoning-llm): Facilitates testing of causal reasoning in large language models across economics, meteorology, and sociology domains.
- [AdamikHQ/adamik-mcp-server](https://github.com/AdamikHQ/adamik-mcp-server): Facilitates seamless multi-chain blockchain interactions through a unified API, supporting transaction management, account insights, and token operations across 60+ networks.
- [quickbooks2018/ai-agents](https://github.com/quickbooks2018/ai-agents): Facilitates browser automation and AI agent deployment using MCP servers with Docker and Playwright integration.
- [faizrazadec/MCPHostWithLLMsAndToolServers](https://github.com/faizrazadec/MCPHostWithLLMsAndToolServers): MCPHost enables LLMs to interact with external tools and system resources via MCP, facilitating tasks like file management and GitHub repository automation.
- [philipp-eisen/modal-mcp-toolbox](https://github.com/philipp-eisen/modal-mcp-toolbox): Enhance your LLMs with tools for sandboxed Python code execution and FLUX image generation, seamlessly integrated with Modal.
- [ZaibyS/Model-Context-Protocol](https://github.com/ZaibyS/Model-Context-Protocol): MCPHost enables LLMs to interact with external tools and system resources, facilitating tasks like file management and GitHub repository automation.
- [WillyBruhn/code-rag-server](https://github.com/WillyBruhn/code-rag-server): Facilitates semantic code search across repositories using Retrieval Augmented Generation, enhancing code discovery with natural language and code-based queries.
- [GLips/Figma-Context-MCP](https://github.com/GLips/Figma-Context-MCP): Facilitates AI coding agents' access to Figma layout data for precise design implementation.
- [ruixingshi/deepseek-thinker-mcp](https://github.com/ruixingshi/deepseek-thinker-mcp): Deepseek Thinker MCP Server provides reasoning content to AI clients, supporting both OpenAI API and local Ollama modes for enhanced thought process capture.
- [rawveg/ollama-mcp](https://github.com/rawveg/ollama-mcp): Facilitates seamless integration between Ollama's local LLM models and MCP-compatible applications, offering features like model listing, pulling, and chat API access.
- [r-huijts/portkey-admin-mcp-server](https://github.com/r-huijts/portkey-admin-mcp-server): Facilitates seamless management of AI configurations, workspaces, and analytics on the Portkey AI platform through a standardized interface.
- [miottid/todoist-mcp](https://github.com/miottid/todoist-mcp): Enhance LLM capabilities by integrating with Todoist through a Model Context Protocol server.
- [matthewhand/mcp-openapi-proxy](https://github.com/matthewhand/mcp-openapi-proxy): Facilitates seamless integration of OpenAPI-described APIs into MCP-based workflows by dynamically exposing REST APIs as MCP tools.
- [kevinwatt/yt-dlp-mcp](https://github.com/kevinwatt/yt-dlp-mcp): Facilitates seamless integration of video and audio content downloads with large language models using yt-dlp.
- [SecretiveShell/MCP-llms-txt](https://github.com/SecretiveShell/MCP-llms-txt): Facilitates the integration of documentation into conversations using MCP resources for the Awesome-llms-txt project.
- [thinkthinking/think-mcp-host](https://github.com/thinkthinking/think-mcp-host): Think MCP Host seamlessly integrates MCP resources, tools, and prompts into conversations, leveraging various LLMs, VLMs, and reasoning models for enhanced interaction.
- [baryhuang/mcp-server-any-openapi](https://github.com/baryhuang/mcp-server-any-openapi): Facilitates scalable OpenAPI endpoint discovery and API requests using in-memory semantic search and FastAPI.
- [shilomagen/rami-levy-mcp](https://github.com/shilomagen/rami-levy-mcp): Facilitates integration of Rami Levy's e-commerce platform with MCP-enabled LLMs for online grocery shopping.
- [mtane0412/perspective-mcp-server](https://github.com/mtane0412/perspective-mcp-server): Facilitates interaction with the Perspective API for text toxicity analysis and multi-language support.
- [smithery-ai/mcp-deepseek-agent](https://github.com/smithery-ai/mcp-deepseek-agent): Integrates Ollama's Deepseek model with MCP protocol for seamless AI interactions.
- [spences10/mcp-sse](https://github.com/spences10/mcp-sse): Facilitates real-time communication for MCP tools using Server-Sent Events, enhancing tool deployment and integration with Coolify.
- [66julienmartin/MCP-server-Deepseek_R1](https://github.com/66julienmartin/MCP-server-Deepseek_R1): Connects Claude Desktop with DeepSeek's language models for advanced text generation and reasoning tasks.
- [vrknetha/aisdk-mcp-bridge](https://github.com/vrknetha/aisdk-mcp-bridge): Facilitates seamless integration and real-time communication between MCP servers and AI SDK tools, supporting multiple server types and configurations.
- [emgeee/mcp-ollama](https://github.com/emgeee/mcp-ollama): Integrate Ollama with Claude Desktop and other MCP clients for seamless model querying and management.
- [tosin2013/mcp-memory-cache-server](https://github.com/tosin2013/mcp-memory-cache-server): Enhances language model interactions by caching data to minimize token usage, compatible with any MCP client.
- [66julienmartin/MCP-server-Qwen_Max](https://github.com/66julienmartin/MCP-server-Qwen_Max): Facilitates text generation and integration with Claude Desktop using the Qwen Max language model.
- [dailydaniel/logseq-mcp](https://github.com/dailydaniel/logseq-mcp): Facilitates seamless interaction between LLMs and Logseq's knowledge base, enabling programmatic management of pages and blocks.
- [ognis1205/mcp-server-unitycatalog](https://github.com/ognis1205/mcp-server-unitycatalog): Facilitates interaction with Unity Catalog by providing a Model Context Protocol server to manage and execute catalog functions.
- [lsd-so/lsd-mcp](https://github.com/lsd-so/lsd-mcp): LSD MCP server enables Claude to connect to the internet and execute LSD SQL for dynamic web data retrieval.
- [tesla0225/alos-server](https://github.com/tesla0225/alos-server): Manage and record interactions within a hierarchical structure of Worlds, Scenes, and ALOs using an in-memory MCP server.
- [AudienseCo/mcp-audiense-insights](https://github.com/AudienseCo/mcp-audiense-insights): Facilitates interaction with Audiense Insights for extracting marketing insights and audience analysis through MCP-compatible clients.
- [coinselor/mcp-zenon](https://github.com/coinselor/mcp-zenon): A TypeScript starter template for building production-ready MCP servers with tools for fast development and automated version management.
- [smithery-ai/verodat-mcp-server](https://github.com/smithery-ai/verodat-mcp-server): Verodat MCP Server facilitates seamless integration of account management, dataset operations, and AI-powered queries within Claude Desktop.
- [Verodat/verodat-mcp-server](https://github.com/Verodat/verodat-mcp-server): Facilitates seamless integration of Verodat's data management with AI systems through a robust MCP server implementation.
- [lamemind/mcp-server-multiverse](https://github.com/lamemind/mcp-server-multiverse): Facilitates the coexistence of multiple isolated MCP server instances with unique configurations and namespaces.
- [hungryrobot1/MCP-PIF](https://github.com/hungryrobot1/MCP-PIF): A TypeScript-based MCP server that embodies the Personal Intelligence Framework, facilitating structured human-AI interaction and development.
- [johnneerdael/netskope-mcp](https://github.com/johnneerdael/netskope-mcp): Manage Netskope Network Private Access infrastructure using LLMs with this MCP server.
- [DappierAI/dappier-mcp](https://github.com/DappierAI/dappier-mcp): Dappier MCP server empowers AI with real-time access to proprietary data, including web search, news, and financial market insights, enhancing AI's expertise across various domains.
- [eastlondoner/swift-mcp-client](https://github.com/eastlondoner/swift-mcp-client): Manage and interact with multiple MCP server instances using a Swift client, featuring automatic tool discovery and robust error handling.
- [vincentf305/mcp-server-deepseek](https://github.com/vincentf305/mcp-server-deepseek): Facilitates Claude Desktop's integration with Deepseek models via Docker.
- [trilogy-group/youtube-summarizer-mcp](https://github.com/trilogy-group/youtube-summarizer-mcp): Facilitates AI integration with YouTube summarization tools via the MCP protocol, supporting local connections for enhanced media content processing.
- [kabir-ti/youtube-summarizer-mcp](https://github.com/kabir-ti/youtube-summarizer-mcp): Facilitates AI applications to integrate with YouTube-Summarizer APIs via MCP protocol for local connections.
- [giovannicocco/mcp-server-postman-tool-generation](https://github.com/giovannicocco/mcp-server-postman-tool-generation): Generates AI agent tools from Postman collections, converting API endpoints into type-safe code compatible with various AI frameworks.
- [HarshJ23/deepseek-claude-MCP-server](https://github.com/HarshJ23/deepseek-claude-MCP-server): Integrates DeepSeek R1's reasoning engine with Claude for enhanced multi-step reasoning tasks.
- [AgentWong/iac-memory-mcp-server-project](https://github.com/AgentWong/iac-memory-mcp-server-project): Enhances Claude AI's capabilities by providing persistent memory storage and version tracking for Infrastructure-as-Code components like Terraform and Ansible.
- [yuiseki/gyazo-mcp-server](https://github.com/yuiseki/gyazo-mcp-server): Facilitates AI interaction with Gyazo images by providing access and metadata through the Model Context Protocol.
- [cyanheads/mentor-mcp-server](https://github.com/cyanheads/mentor-mcp-server): Empower LLM Agents with expert mentorship through AI-driven code reviews, design critiques, and strategic brainstorming using the Deepseek API.
- [newideas99/Deepseek-Thinking-Claude-3.5-Sonnet-CLINE-MCP](https://github.com/newideas99/Deepseek-Thinking-Claude-3.5-Sonnet-CLINE-MCP): Combines DeepSeek's reasoning with Claude's response generation to maintain conversation context and enhance AI interactions.
- [muratkeremozcan/claude-agent-test](https://github.com/muratkeremozcan/claude-agent-test): Facilitates the integration of Claude Desktop with Brave Search and GitHub through MCP for enhanced web browsing and repository management.
- [deus-h/claudeus-plane-mcp](https://github.com/deus-h/claudeus-plane-mcp): Claudeus Plane MCP seamlessly integrates AI capabilities with Plane's project management platform, enhancing team collaboration and automating workflows.
- [descope-sample-apps/descope-mcp-server-stdio](https://github.com/descope-sample-apps/descope-mcp-server-stdio): Facilitates interaction with Descope's Management APIs for project-related data retrieval and user management.
- [stefanskiasan/togetherai-image-mcp-server](https://github.com/stefanskiasan/togetherai-image-mcp-server): Generates high-quality images using Together AI's models with customizable parameters and detailed metadata output.
- [d-kimuson/esa-mcp-server](https://github.com/d-kimuson/esa-mcp-server): Facilitates access to esa.io's API through the Model Context Protocol, enabling article search and retrieval.
- [OpenAgentPlatform/Dive](https://github.com/OpenAgentPlatform/Dive): Dive is a versatile MCP Host Desktop Application that integrates seamlessly with various LLMs, offering cross-platform support and advanced API management.
- [vincentf305/mcp-server-ollama](https://github.com/vincentf305/mcp-server-ollama): Facilitates communication between Claude Desktop and Ollama LLM server using the Model Control Protocol.
- [spences10/mcp-jinaai-grounding](https://github.com/spences10/mcp-jinaai-grounding): Integrates Jina.ai's Grounding API with LLMs for real-time web content grounding and fact-checking.
- [ducthinh993/mcp-server-endoflife](https://github.com/ducthinh993/mcp-server-endoflife): Facilitates AI assistants in verifying software end-of-life dates and security status using the endoflife.date API.
- [mustahidhasan/pj_aiagent](https://github.com/mustahidhasan/pj_aiagent): Facilitates the setup and configuration of Claude desktop server with MCP server integration for running Python scripts.
- [metatool-ai/metatool-app](https://github.com/metatool-ai/metatool-app): MetaMCP is a comprehensive middleware solution that unifies and manages multiple MCP server integrations through a GUI app and local proxy, supporting diverse MCP clients and multi-workspace environments.
- [DMontgomery40/deepseek-mcp-server](https://github.com/DMontgomery40/deepseek-mcp-server): Facilitates seamless integration of DeepSeek's advanced language models with MCP-compatible applications, offering features like multi-turn conversation support and automatic model fallback.
- [lloydhamilton/langchain_mcp_connect](https://github.com/lloydhamilton/langchain_mcp_connect): Facilitates seamless integration of Anthropic's Model Context Protocol with LangChain, enabling LLMs to access a diverse range of pre-built MCP servers.
- [unifai-network/unifai-sdk-js](https://github.com/unifai-network/unifai-sdk-js): Facilitates agent-to-agent communication and dynamic tool usage on the Unifai platform, with MCP server support for seamless integration with MCP clients.
- [tatn/mcp-server-diff-typescript](https://github.com/tatn/mcp-server-diff-typescript): A TypeScript-based server offering unified diff generation for text comparison and analysis.
- [tatn/mcp-server-diff-python](https://github.com/tatn/mcp-server-diff-python): Facilitates text comparison by generating Unified diff format differences between two strings using Python's difflib.
- [StevenROyola/ProtoLink](https://github.com/StevenROyola/ProtoLink): ProtoLinkAI offers a standardized framework for integrating and managing diverse tools using the MCP protocol, enhancing AI interactions with features like Twitter automation and cryptocurrency tracking.
- [davidorex/project-handoffs](https://github.com/davidorex/project-handoffs): Facilitates AI session handoffs and tracks next steps with priority management in project-based workflows.
- [peterparker57/cpp-builder-mcp-server](https://github.com/peterparker57/cpp-builder-mcp-server): Facilitates C++ DLL compilation and export analysis using Visual Studio build tools.
- [StevenStavrakis/mcp-starter-template](https://github.com/StevenStavrakis/mcp-starter-template): A TypeScript-based starter template for building production-ready MCP servers with streamlined development tools.
- [garc33/js-sandbox-mcp-server](https://github.com/garc33/js-sandbox-mcp-server): Provides a secure environment for executing JavaScript code with configurable execution time and memory limits.
- [AI-FE/dify-mcp-server](https://github.com/AI-FE/dify-mcp-server): Integrates Dify AI API to generate Ant Design business component code with text and image input support.
- [jasonjmcghee/claude-debugs-for-you](https://github.com/jasonjmcghee/claude-debugs-for-you): Facilitates interactive debugging across multiple programming languages using Claude or other LLMs via a VS Code extension.
- [MatthewDailey/mcp-starter](https://github.com/MatthewDailey/mcp-starter): A TypeScript template for building AI assistant tools using the ModelContextProtocol, designed for integration with Claude.
- [joeychilson/music-mcp](https://github.com/joeychilson/music-mcp): Facilitates music management with Claude through Spotify integration.
- [unifai-network/unifai-sdk-py](https://github.com/unifai-network/unifai-sdk-py): Facilitates agent-to-agent communication and dynamic tool usage on the Unifai platform through an MCP server.
- [loopwork-ai/emcee](https://github.com/loopwork-ai/emcee): Emcee facilitates seamless integration of web applications with OpenAPI specifications into AI models, enabling dynamic tool and data service connections.
- [pnikonowicz/events-ai](https://github.com/pnikonowicz/events-ai): A recommendation engine that integrates with MCP to provide personalized event suggestions by de-duplicating and ranking events from multiple sources.
- [angrysky56/mcp-logic](https://github.com/angrysky56/mcp-logic): Automated reasoning server for AI systems using Prover9/Mace4, enabling logical theorem proving and model verification through a clean MCP interface.
- [burrsutter/quarkus-mcp-server-basic-tool](https://github.com/burrsutter/quarkus-mcp-server-basic-tool): A basic tool for running MCP servers with CLI execution and OpenAI integration.
- [JAlbertCode/Apollo-mcp](https://github.com/JAlbertCode/Apollo-mcp): Facilitates AI assistants' interaction with Apollo.io's sales intelligence platform via the Model Context Protocol.
- [xraywu/mcp-pdf-extraction-server](https://github.com/xraywu/mcp-pdf-extraction-server): Facilitates content extraction from PDF files using a specialized MCP server with support for OCR and page-specific extraction.
- [pbohannon/notion-api-mcp](https://github.com/pbohannon/notion-api-mcp): Enhances AI model interactions with Notion through advanced task management and real-time database operations.
- [keboola/keboola-mcp-server](https://github.com/keboola/keboola-mcp-server): Facilitates interaction with Keboola Connection by providing tools for data access and management via the Keboola Storage API.
- [ibraheem4/github-mcp](https://github.com/ibraheem4/github-mcp): Enhances GitHub pull request management with structured templates, media support, and seamless Linear integration.
- [gxjansen/Transistor-MCP](https://github.com/gxjansen/Transistor-MCP): Facilitates podcast management and analytics through Transistor.fm API integration.
- [felores/gdrive-mcp-server](https://github.com/felores/gdrive-mcp-server): Facilitates AI-driven file search and retrieval from Google Drive using a robust MCP server.
- [acxelerator/mcp-tenki](https://github.com/acxelerator/mcp-tenki): Provides real-time weather updates for Japan through an MCP server interface.
- [Tsuchijo/sandbox-mcp](https://github.com/Tsuchijo/sandbox-mcp): Facilitates secure and isolated code execution in Docker containers with multi-language support and environment persistence.
- [slimslenderslacks/mcp-hello-world](https://github.com/slimslenderslacks/mcp-hello-world): A simple MCP server designed for practicing MCP server packaging, featuring a basic greeting tool.
- [orhanveli/openapi-client-generator-mcp](https://github.com/orhanveli/openapi-client-generator-mcp): Generates TypeScript API clients from OpenAPI specs using a Model Context Protocol server.
- [gomcpgo/perplexity-mcp-server](https://github.com/gomcpgo/perplexity-mcp-server): Enables LLMs like Claude to perform real-time internet research with source citations using the Perplexity API.
- [arben-adm/mcp-sequential-thinking](https://github.com/arben-adm/mcp-sequential-thinking): Facilitates structured, progressive thinking by breaking down complex problems into sequential thoughts and generating summaries.
- [matthewhand/mcp-flowise](https://github.com/matthewhand/mcp-flowise): A Python package that integrates with the Flowise API to dynamically register tools and manage chatflows using the Model Context Protocol.
- [openSVM/zig-mcp-server](https://github.com/openSVM/zig-mcp-server): Enhances AI capabilities with Zig-specific tooling for code optimization, analysis, and generation.
- [gomcpgo/mcp](https://github.com/gomcpgo/mcp): A Go framework enabling secure tool and data access for LLMs through MCP servers.
- [Ejb503/systemprompt-mcp-core](https://github.com/Ejb503/systemprompt-mcp-core): A specialized server for managing AI agents with advanced prompt and tool configurations, integrating seamlessly with systemprompt.io for enhanced AI interactions.
- [Ejb503/multimodal-mcp-client](https://github.com/Ejb503/multimodal-mcp-client): A modern voice-controlled AI interface powered by Google Gemini and Anthropic MCP, enabling multimodal AI workflows through natural speech.
- [longyi1207/glean-mcp-server](https://github.com/longyi1207/glean-mcp-server): Integrates the Glean API to provide search and chat functionalities via an MCP server.
- [skydeckai/mcp-server-aidd](https://github.com/skydeckai/mcp-server-aidd): Enhances AI-driven development workflows with tools for file operations, code analysis, Git management, and secure code execution.
- [deepfates/mcp-replicate](https://github.com/deepfates/mcp-replicate): Facilitates running and managing Replicate models through a Model Context Protocol server interface.
- [parmarjh/mcp-reasoner](https://github.com/parmarjh/mcp-reasoner): A systematic reasoning server for Claude Desktop, featuring Beam Search and Monte Carlo Tree Search for complex decision-making.
- [mcpagents-ai/mcpagentai](https://github.com/mcpagents-ai/mcpagentai): MCPAgentAI is a Python SDK that streamlines the integration and management of diverse tools using the MCP protocol, offering pre-built solutions for tasks like Twitter management, cryptocurrency tracking, and more.
- [ChristophEnglisch/keycloak-model-context-protocol](https://github.com/ChristophEnglisch/keycloak-model-context-protocol): Facilitates AI-driven management of Keycloak users and realms through seamless integration with Claude Desktop and other MCP clients.
- [xinyi-hou/MCP-server](https://github.com/xinyi-hou/MCP-server): Facilitates seamless integration with Claude Desktop through a robust MCP server implementation.
- [goofansu/mcp-servers](https://github.com/goofansu/mcp-servers): Facilitates the installation and debugging of Model Context Protocol servers on local machines, integrating with Claude Desktop for enhanced tool management.
- [assetCLI/assetCLI-init](https://github.com/assetCLI/assetCLI-init): A comprehensive CLI tool for managing DAOs and multisig operations on Solana, enhanced with natural language interaction through MCP.
- [vetlefo/claude-chunks](https://github.com/vetlefo/claude-chunks): Facilitates intelligent document chunking and progressive summarization for optimal use in Claude context windows.
- [Vic563/Memgpt-MCP-Server](https://github.com/Vic563/Memgpt-MCP-Server): A TypeScript-based MCP server offering persistent memory and multi-model LLM support for seamless interaction with various LLM providers.
- [prasanthmj/primitive-go-mcp-server](https://github.com/prasanthmj/primitive-go-mcp-server): A Go-based MCP server that leverages OpenAI's DALL-E API to generate images from text prompts, designed for integration with Claude Desktop.
- [evisdrenova/axon-server](https://github.com/evisdrenova/axon-server): A Go-based MCP server that registers Open API specs with Claude Desktop for seamless communication.
- [Sheshiyer/deepseek-mcp-with-MoE](https://github.com/Sheshiyer/deepseek-mcp-with-MoE): DeepSeek MCP Server offers advanced code generation and completion with tool chaining and cost optimization features.
- [NightTrek/moondream-mcp](https://github.com/NightTrek/moondream-mcp): Moondream MCP Server enhances applications with advanced image analysis capabilities through seamless integration with AI assistants Claude and Cline.
- [malloryai/mallory-mcp-server](https://github.com/malloryai/mallory-mcp-server): Facilitates cybersecurity intelligence operations using the MCP framework.
- [TimHolden/figma-mcp-server](https://github.com/TimHolden/figma-mcp-server): Integrates Figma's API with Claude and other MCP-compatible clients, offering read-only access to Figma files and projects with potential for advanced design token management.
- [adiom-data/lance-mcp](https://github.com/adiom-data/lance-mcp): Facilitates LLMs to interact with on-disk documents using agentic RAG and hybrid search in LanceDB.
- [blake365/macrostrat-mcp](https://github.com/blake365/macrostrat-mcp): Facilitates access to comprehensive geologic data via the Macrostrat API, enhancing geological understanding through AI applications.
- [emzimmer/server-anthropic](https://github.com/emzimmer/server-anthropic): Facilitates secure and standardized access to Anthropic's AI models via a Model Context Protocol server, enhancing context window management and API integration.
- [misterboe/webtools-mcp-server](https://github.com/misterboe/webtools-mcp-server): A Model Context Protocol server offering advanced web analysis tools, including HTML extraction, markdown conversion, and Lighthouse-powered audits for performance, accessibility, and SEO.
- [Sampathkumarvpatil/aitestverse](https://github.com/Sampathkumarvpatil/aitestverse): AI TestVerse empowers users to write tests in plain English, automating API, web, ETL, and JIRA testing through MCP server configurations.
- [GongRzhe/Gmail-MCP-Server](https://github.com/GongRzhe/Gmail-MCP-Server): Facilitates AI-driven Gmail management through natural language interactions, supporting comprehensive email and label operations with auto authentication.
- [GongRzhe/Calendar-Autoauth-MCP-Server](https://github.com/GongRzhe/Calendar-Autoauth-MCP-Server): Facilitates AI-driven management of Google Calendar events with seamless authentication in Claude Desktop.
- [lyndoncox/token-optimization-mcp](https://github.com/lyndoncox/token-optimization-mcp): A TypeScript-based server that manages and summarizes text notes using Model Context Protocol.
- [mcp2everything/mcp2tcp](https://github.com/mcp2everything/mcp2tcp): Bridge TCP devices with AI models using the MCP protocol for seamless natural language control and real-time parameter adjustments.
- [yogendrahexo/mcp-anthropic](https://github.com/yogendrahexo/mcp-anthropic): Integrates Anthropic's Claude Desktop with a weather service using the Model Context Protocol.
- [heltonteixeira/openrouterai](https://github.com/heltonteixeira/openrouterai): Facilitates seamless integration with OpenRouter.ai's model ecosystem, offering type-safe access, caching, and error handling.
- [supercorp-ai/supergateway](https://github.com/supercorp-ai/supergateway): Supergateway facilitates the conversion of MCP stdio servers into SSE or WebSocket services, enabling seamless integration and remote access.
- [tulong66/mcp-tavily-proxy](https://github.com/tulong66/mcp-tavily-proxy): Enhances Tavily's MCP server with AI-powered web search capabilities and HTTP/HTTPS proxy support for sophisticated LLM-driven queries.
- [tokenizin-agency/mcp-nativewind](https://github.com/tokenizin-agency/mcp-nativewind): Transforms Tailwind components into NativeWind 4 using MCP server capabilities.
- [DataWhisker/x-mcp-server](https://github.com/DataWhisker/x-mcp-server): Facilitates seamless integration with X (Twitter) by enabling timeline reading and tweet engagement through Claude desktop.
- [mamertofabian/elevenlabs-mcp-server](https://github.com/mamertofabian/elevenlabs-mcp-server): Integrates ElevenLabs text-to-speech API for voice generation tasks with a web-based client for managing scripts and audio files.
- [dazeb/markdown-downloader](https://github.com/dazeb/markdown-downloader): Instantly convert any webpage into markdown format for seamless integration into your IDE, powered by Jina.ai.
- [kpsunil97/devrev-mcp-server](https://github.com/kpsunil97/devrev-mcp-server): Facilitates information retrieval and search operations using DevRev APIs through a Model Context Protocol server.
- [ausboss/mcp-ollama-agent](https://github.com/ausboss/mcp-ollama-agent): Showcases integration of Ollama with MCP servers, enabling AI models to interact with filesystem and web research tools via a command-line interface.
- [sarthakkimtani/mcp-image-gen](https://github.com/sarthakkimtani/mcp-image-gen): Facilitates high-quality image generation for LLMs using Together AI, with customizable parameters and seamless integration.
- [Jacck/mcp-reasoner](https://github.com/Jacck/mcp-reasoner): A systematic reasoning server for Claude Desktop utilizing Beam Search and Monte Carlo Tree Search for enhanced problem-solving capabilities.
- [SecretiveShell/MCP-timeserver](https://github.com/SecretiveShell/MCP-timeserver): Exposes datetime information via a simple URI scheme for integration with agentic systems and chat REPLs.
- [alexwohletz/perplexity-server](https://github.com/alexwohletz/perplexity-server): Facilitates AI-powered searches with web citations using Perplexity AI's API.
- [speakeasy-api/mistral-mcp-server-example](https://github.com/speakeasy-api/mistral-mcp-server-example): A TypeScript-based server offering tools for text and image interactions with Mistral via the Model Context Protocol.
- [Text2Go/ai-humanizer-mcp-server](https://github.com/Text2Go/ai-humanizer-mcp-server): Refines AI-generated content to sound more natural and human-like with advanced AI detection and text enhancement capabilities.
- [Sunwood-ai-labs/aira-mcp-server](https://github.com/Sunwood-ai-labs/aira-mcp-server): A TypeScript-based server that facilitates Git operations, including commit message generation and Gitflow management, using the Model Context Protocol.
- [DynamicEndpoints/Automated-BOD-25-01-CISA-Microsoft-Policies-MCP](https://github.com/DynamicEndpoints/Automated-BOD-25-01-CISA-Microsoft-Policies-MCP): Implements CISA BOD 25-01 security controls for Microsoft 365 using the MCP protocol, integrating with Microsoft Graph API for compliance monitoring and reporting.
- [Hatz-AI/hatz-ai-typescript](https://github.com/Hatz-AI/hatz-ai-typescript): Hatz AI API Typescript SDK provides a secure AI platform for MSPs and SMBs, offering an installable MCP server with various SDK methods exposed as tools for AI applications.
- [alexwohletz/language-server-mcp](https://github.com/alexwohletz/language-server-mcp): Enhances code editing with language-specific tools and MCP protocol integration for seamless communication.
- [bsmi021/mcp-filesystem-server](https://github.com/bsmi021/mcp-filesystem-server): Facilitates file system operations and analysis through a standardized MCP interface.
- [punkpeye/mcp-snyk](https://github.com/punkpeye/mcp-snyk): A standalone server for integrating Snyk security scanning with Model Context Protocol, enabling repository and project vulnerability assessments.
- [NightTrek/Ollama-mcp](https://github.com/NightTrek/Ollama-mcp): Seamlessly integrates Ollama's local LLM capabilities into MCP-powered applications, offering full API coverage and OpenAI-compatible chat features.
- [bartwisch/MCPRules](https://github.com/bartwisch/MCPRules): Manages and serves programming guidelines and rules, integrating with development tools to ensure consistent coding standards.
- [JoeBuildsStuff/mcp-jina-ai](https://github.com/JoeBuildsStuff/mcp-jina-ai): Facilitates web content extraction, search, and fact-checking through Jina AI's services, optimized for LLMs.
- [wrale/mcp-server-make](https://github.com/wrale/mcp-server-make): Empowers LLMs to execute make targets from any Makefile, enhancing development workflows with automated assistance and project management capabilities.
- [needle-ai/needle-mcp](https://github.com/needle-ai/needle-mcp): Facilitates document management and search using Needle's integration with Claude's desktop application.
- [Braffolk/mcp-summarization-functions](https://github.com/Braffolk/mcp-summarization-functions): Enhances AI agent performance by providing intelligent summarization to manage context window overflow efficiently.
- [Sunwood-ai-labs/roulette-mcp-server](https://github.com/Sunwood-ai-labs/roulette-mcp-server): Roulette MCP offers a customizable and fast roulette feature with beautiful animations, leveraging the Model Context Protocol.
- [Sunwood-ai-labs/omikuji-mcp-server](https://github.com/Sunwood-ai-labs/omikuji-mcp-server): A fortune-telling server using MCP to provide detailed explanations and advice based on random omikuji results.
- [qpd-v/mcp-delete](https://github.com/qpd-v/mcp-delete): Facilitates secure file deletion for AI assistants with smart path resolution and compatibility with Claude and other MCP-compatible tools.
- [corroleaus/tibber-mcp](https://github.com/corroleaus/tibber-mcp): Facilitates interaction with the Tibber API to access and manage energy data from Tibber-connected homes.
- [laodev1/perplexity-mcp-server](https://github.com/laodev1/perplexity-mcp-server): A Node.js server enabling Claude to interact with Perplexity AI's language models through the Model Context Protocol.
- [nguyenvanduocit/all-in-one-model-context-protocol](https://github.com/nguyenvanduocit/all-in-one-model-context-protocol): A robust MCP server offering AI-enhanced search and multi-service integrations for streamlined development workflows.
- [patruff/ollama-mcp-bridge](https://github.com/patruff/ollama-mcp-bridge): A TypeScript bridge connecting local LLMs with MCP servers, enabling open-source models to utilize advanced tools and capabilities locally.
- [riza-io/riza-mcp](https://github.com/riza-io/riza-mcp): Riza MCP Server provides a secure environment for LLM-generated code execution and tool management via the Riza API.
- [metajar/pokemon-mcp](https://github.com/metajar/pokemon-mcp): Integrates Pokemon API functionality with Claude using MCP, demonstrating seamless external API integration.
- [yusukebe/my-first-mcp-server](https://github.com/yusukebe/my-first-mcp-server): A beginner-friendly MCP server setup using Node.js for game-related applications.
- [Flux159/mcp-server-modal](https://github.com/Flux159/mcp-server-modal): Facilitates the deployment of Python scripts to Modal, enabling seamless integration with Claude desktop applications.
- [robert-at-pretension-io/mcp](https://github.com/robert-at-pretension-io/mcp): A comprehensive suite of tools for Anthropic's Model Context Protocol, enabling secure AI interactions with external systems and data sources.
- [dazzaji/mcp-agent-router](https://github.com/dazzaji/mcp-agent-router): A prototype for a modular multi-agent MCP server that processes and enriches user input through a series of independent servers, demonstrating interoperability and scalability.
- [dazzaji/mcp-hello](https://github.com/dazzaji/mcp-hello): A prototype MCP server that initializes a multi-agent modular system to create and update markdown files based on user input.
- [Tapeless-App/Tapeless-MCP](https://github.com/Tapeless-App/Tapeless-MCP): Facilitates interaction with Tapeless through Claude using Anthropic's Model Context Protocol.
- [harshita-200/mcp-server](https://github.com/harshita-200/mcp-server): Facilitates note storage and summarization with a custom URI scheme and prompt-based summarization tool.
- [non-dirty/mcp-client-and-server](https://github.com/non-dirty/mcp-client-and-server): Facilitates note storage and summarization through a Model Context Protocol server with customizable prompts and tools.
- [brevdev/brev-mcp](https://github.com/brevdev/brev-mcp): A Brev-specific MCP server implementation utilizing the Brev CLI for API access and organization management.
- [Emir-Danisik/polygon-MCP](https://github.com/Emir-Danisik/polygon-MCP): A TypeScript-based MCP server implementing a notes system with resources, tools, and prompts for note management and summarization.
- [mark3labs/mcphost](https://github.com/mark3labs/mcphost): A CLI host application facilitating LLM interactions with external tools via the Model Context Protocol, supporting Claude 3.5 Sonnet and Ollama models.
- [sirmews/mcp-pinecone](https://github.com/sirmews/mcp-pinecone): Facilitates reading and writing operations on a Pinecone index, enabling semantic search and document processing for Claude Desktop.
- [identimoji/mcp-server-emojikey](https://github.com/identimoji/mcp-server-emojikey): Facilitates AI's ability to maintain consistent emotional resonance with users through cryptographically secure emoji-encoded imprints.
- [mzxrai/mcp-openai](https://github.com/mzxrai/mcp-openai): Seamlessly integrates OpenAI's chat models with Claude Desktop for enhanced conversational capabilities.
- [CaesarYangs/prometheus_mcp_server](https://github.com/CaesarYangs/prometheus_mcp_server): Facilitates LLMs in querying and analyzing Prometheus databases through predefined routes for advanced metric data exploration.
- [mzxrai/mcp-webresearch](https://github.com/mzxrai/mcp-webresearch): Facilitates real-time web research for Claude by integrating Google search and webpage content extraction.
- [andybrandt/mcp-simple-openai-assistant](https://github.com/andybrandt/mcp-simple-openai-assistant): Facilitates interaction between Claude and OpenAI's GPT assistants, enabling seamless communication and management of AI assistants.
- [justjoehere/mcp_gradio_client](https://github.com/justjoehere/mcp_gradio_client): This repository demonstrates a Gradio UI implementation for interacting with MCP servers using STDIO and SSE communication methods.
- [khive-ai/khivemcp](https://github.com/khive-ai/khivemcp): Khivemcp facilitates the creation of configuration-driven MCP services in Python, leveraging FastMCP for efficient server operations and protocol communication.
- [Sjotie/JarvisJrMCP](https://github.com/Sjotie/JarvisJrMCP): JarvisJr MCP Server offers task management, calendar operations, and web search capabilities for seamless integration with Claude Desktop.
- [phil65/mcp-server-llmling](https://github.com/phil65/mcp-server-llmling): A YAML-configurable MCP server leveraging LLMLing for dynamic LLM environments with resource, tool, and prompt management.
- [tanigami/mcp-server-perplexity](https://github.com/tanigami/mcp-server-perplexity): Facilitates chat completion with citations using the Perplexity API, integrated with Claude Desktop.
- [michaelnguyen102/AI_Claude_MCP](https://github.com/michaelnguyen102/AI_Claude_MCP): Facilitates grocery ordering via Amazon Fresh through Claude's interaction, leveraging a TypeScript-based MCP server.
- [vidhupv/x-mcp](https://github.com/vidhupv/x-mcp): Facilitates the creation, management, and publication of X/Twitter posts directly through Claude chat.
- [jonpojonpo/comfy-ui-mcp-server](https://github.com/jonpojonpo/comfy-ui-mcp-server): Facilitates note management and summarization through a local comfyUI connection.
- [avijeett007/kno2gether-mcp-servers](https://github.com/avijeett007/kno2gether-mcp-servers): Facilitates calendar management by allowing users to get and set meeting appointments through a custom MCP server.
- [run-llama/mcp-server-llamacloud](https://github.com/run-llama/mcp-server-llamacloud): Connects to multiple managed indexes on LlamaCloud, enabling tool creation for querying specific datasets.
- [adamwattis/mcp-proxy-server](https://github.com/adamwattis/mcp-proxy-server): A central hub that aggregates and serves multiple MCP resource servers through a unified interface, managing resource routing and tool aggregation.
- [ahonn/mcp-server-gsc](https://github.com/ahonn/mcp-server-gsc): Facilitates access to Google Search Console for retrieving and analyzing search analytics data.
- [mikegehard/isolated-commands-mcp-server](https://github.com/mikegehard/isolated-commands-mcp-server): A TypeScript-based MCP server for managing and summarizing text notes in an isolated environment.
- [jchris/fp-mcp](https://github.com/jchris/fp-mcp): A TypeScript-based MCP server implementing a simple notes system with resources, tools, and prompts for note management and summarization.
- [evalstate/mcp-hfspace](https://github.com/evalstate/mcp-hfspace): Facilitates seamless integration with Hugging Face Spaces for Claude Desktop, enabling image generation, vision tasks, and text-to-speech capabilities.
- [ziobudda/mcp_fetch](https://github.com/ziobudda/mcp_fetch): Analyzes web pages through Claude Desktop using a simple MCP server setup.
- [shanejonas/openrpc-mpc-server](https://github.com/shanejonas/openrpc-mpc-server): Facilitates JSON-RPC communication using OpenRPC for enhanced protocol interactions.
- [acrmp/mcp](https://github.com/acrmp/mcp): Facilitates tool exposure to LLMs via the Model Context Protocol, exemplified by computing SHA-256 sums with Claude.
- [AllAboutAI-YT/mcp-servers](https://github.com/AllAboutAI-YT/mcp-servers): Integrates OpenAI's o1 model and Flux capabilities using MCP servers for advanced AI interactions.
- [handfuloflight/convex-mcp-server](https://github.com/handfuloflight/convex-mcp-server): A TypeScript-based MCP server implementing a simple notes system with text note resources and creation tools.
- [TeamDman/mcp-server-hello](https://github.com/TeamDman/mcp-server-hello): A Rust-based template for implementing a Model Context Protocol CLI server, facilitating seamless integration between LLM applications and external data sources.
- [AI-QL/chat-mcp](https://github.com/AI-QL/chat-mcp): A cross-platform desktop chat application that uses MCP to interface with various LLMs, offering a clean codebase for developers and researchers to test and manage multiple servers and clients.
- [strowk/mcp-k8s-go](https://github.com/strowk/mcp-k8s-go): Facilitates seamless interaction with Kubernetes resources through a Golang-based MCP server.
- [martinbechard/mcp-perplexity](https://github.com/martinbechard/mcp-perplexity): Integrates with Perplexity's AI search API to provide AI-enhanced internet search capabilities with source citations.
- [shussey/claude-test](https://github.com/shussey/claude-test): A Model Context Protocol server that enables Claude to access stock market data via the Marketstack API, showcasing AI-assisted development.
- [MindscapeHQ/mcp-server-raygun](https://github.com/MindscapeHQ/mcp-server-raygun): Facilitates interaction with Raygun's API V3 endpoints for crash reporting and real user monitoring through a comprehensive MCP server.
- [XiaomingX/modelcontextprotocol-servers](https://github.com/XiaomingX/modelcontextprotocol-servers): A collection of MCP servers enabling LLMs to securely interact with diverse tools and data sources, enhancing their functionality and integration capabilities.
- [syedazharmbnr1/ClaudeMCPServer](https://github.com/syedazharmbnr1/ClaudeMCPServer): Enhances Claude's desktop application with multiple MCP servers for data analysis, screen capture, and computer control.
- [pierrebrunelle/mcp-server-openai](https://github.com/pierrebrunelle/mcp-server-openai): Facilitates querying OpenAI models from Claude using the MCP protocol.
- [hasura/mcp-vs-promptql](https://github.com/hasura/mcp-vs-promptql): A customized Postgres MCP server supporting multiple databases and SQL tools with enhanced schema descriptions to improve query accuracy.
- [ac3xx/mcp-servers-kagi](https://github.com/ac3xx/mcp-servers-kagi): Integrates Kagi's API for performing web searches and operations using a TypeScript-based MCP server.
- [dongju93/my-mcp-claude](https://github.com/dongju93/my-mcp-claude): Facilitates note storage and summarization with a custom URI scheme and prompt-based summarization tool.
- [michalnaka/mcp-substack](https://github.com/michalnaka/mcp-substack): Facilitates seamless integration of Substack content into Claude AI Desktop by downloading and parsing posts.
- [aidenmi8/aiservers](https://github.com/aidenmi8/aiservers): Showcases diverse MCP server implementations for secure LLM access to tools and data sources.