## ☁️ Cloud Platforms & Services

Servers integrating with major cloud providers or specific cloud services.

- [doma2k/monad-contract-deployment-mcp](https://github.com/doma2k/monad-contract-deployment-mcp): Facilitates the compilation and deployment of smart contracts within the Monad ecosystem, enabling interactions directly from chat prompts or compatible MCP clients.
- [adrianmonad/MonDeployer](https://github.com/adrianmonad/MonDeployer): Facilitates the deployment of Solidity contracts to the Monad testnet using AI and MCP integration.
- [groovyBugify/aws-security-mcp](https://github.com/groovyBugify/aws-security-mcp): Connects AI assistants to AWS security services for autonomous security analysis and threat modeling.
- [joeseesun/qiniu-mcp-joe](https://github.com/joeseesun/qiniu-mcp-joe): Facilitates file uploads to Qiniu Cloud Storage, providing a seamless integration for managing media assets.
- [Tencent/cos-mcp](https://github.com/Tencent/cos-mcp): Facilitates seamless integration of large models with Tencent Cloud Storage (COS) and Data Processing (CI) capabilities without coding.
- [Azure/blue-bridge](https://github.com/Azure/blue-bridge): Facilitates querying and managing Azure resources using MCP server with zero-secret authentication, supporting Azure Managed Grafana, Azure Data Explorer, and more.
- [oliverbenns/digitalocean-mcp](https://github.com/oliverbenns/digitalocean-mcp): Manage and monitor DigitalOcean app platform deployments and alerts using the Model Context Protocol.
- [Ropz3/remote-mcp-server](https://github.com/Ropz3/remote-mcp-server): Deploy and manage a remote MCP server on Cloudflare Workers with OAuth login and integration with Claude Desktop.
- [curious-pm/mcp-google_cloud_billing](https://github.com/curious-pm/mcp-google_cloud_billing): Facilitates integration with Google Cloud Billing API, enabling AI assistants to analyze and manage cloud costs efficiently.
- [curious-pm/mcp-digital_ocean_billing](https://github.com/curious-pm/mcp-digital_ocean_billing): Facilitates seamless integration with Digital Ocean's Billing API, offering tools for viewing account balances, billing history, and invoices.
- [bizflycloud/bizflycloud-mcp-server](https://github.com/bizflycloud/bizflycloud-mcp-server): Connects to Bizfly Cloud for comprehensive cloud resource management, utilizing the mark3labs/mcp-go SDK.
- [JCallico/py-az-mcp](https://github.com/JCallico/py-az-mcp): Facilitates seamless integration with Azure services via Azure CLI commands, enabling a wide range of cloud operations.
- [leeb003/supabase-mcp](https://github.com/leeb003/supabase-mcp): Facilitates CRUD operations on Supabase databases through a FastAPI-based MCP server, ensuring seamless integration with Cursor.
- [noahseger/cf-example-remote-mcp-server](https://github.com/noahseger/cf-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.
- [nhc/cloudflare-remote-mcp-server](https://github.com/nhc/cloudflare-remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [sanxxit/my-aws-cost-explorer](https://github.com/sanxxit/my-aws-cost-explorer): Facilitates AWS spend analysis and visualization through an MCP server, integrating with Anthropic's Claude model for natural language queries.
- [sanxxit/AWS-cost-explorer-with-MCP-server](https://github.com/sanxxit/AWS-cost-explorer-with-MCP-server): Facilitates AWS spend analysis and visualization through an interactive interface using Anthropic's Claude model.
- [Collaborne/mcp-server](https://github.com/Collaborne/mcp-server): Facilitates interaction between Large Language Models and NEXT structured data, enabling operations like retrieving highlights and clusters.
- [trilliwon/lion-mcp-server](https://github.com/trilliwon/lion-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [jhgaylor/me_mcp_server](https://github.com/jhgaylor/me_mcp_server): Facilitates personalized job search and profile management through a Model Context Protocol server.
- [bocchiczennie/aws-monthly-cost-report-mcp-server](https://github.com/bocchiczennie/aws-monthly-cost-report-mcp-server): Facilitates the generation of monthly AWS cost reports through an MCP server, integrating seamlessly with Claude Desktop.
- [roboulos/remote-mcp-server](https://github.com/roboulos/remote-mcp-server): A remote MCP server leveraging Cloudflare Workers and Xano for efficient tool management, session tracking, and OAuth integration.
- [anandkumarpatel/remote-mcp-server](https://github.com/anandkumarpatel/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login, enabling seamless integration with tools like Claude Desktop.
- [Arodoid/FastlyMCP](https://github.com/Arodoid/FastlyMCP): Fastly MCP integrates Fastly's API with AI assistants, enabling seamless management of CDN services, caching, security, and performance monitoring through the Model Context Protocol.
- [tumf/fastmcp-gsuite](https://github.com/tumf/fastmcp-gsuite): Facilitates seamless interaction with Gmail and Google Calendar through a fastmcp-based server, supporting multiple accounts and advanced email and calendar management.
- [atalhens/ntnx-mcp](https://github.com/atalhens/ntnx-mcp): Facilitates Nutanix Virtual Machine Management through a command-line chatbot interface, integrating with Nutanix AI LLM endpoints and supporting dynamic tool integration.
- [aradtamako/DnfApiServer](https://github.com/aradtamako/DnfApiServer): Facilitates interaction with DNF APIs through an MCP server setup, enabling seamless integration with tools like Copilot and Claude.
- [bittush8789/MCP](https://github.com/bittush8789/MCP): Fetches weather data from the National Weather Service API, providing tools for retrieving active alerts and short-term forecasts.
- [antymijaljevic/k8s-doc-mcp](https://github.com/antymijaljevic/k8s-doc-mcp): A Python-based MCP server for managing and summarizing sticky notes using the Model Context Protocol SDK.
- [stephenlacy/mcp-proxy](https://github.com/stephenlacy/mcp-proxy): A fast Rust-based proxy facilitating bidirectional communication between stdio and SSE for MCP servers.
- [Coderad00/mcp-etcd](https://github.com/Coderad00/mcp-etcd): Facilitates AI assistants' interaction with etcd key-value stores through a consistent MCP interface, supporting key-value operations, authentication, and TLS.
- [fjrdomingues/remote-mcp-server](https://github.com/fjrdomingues/remote-mcp-server): Deploy and manage a remote MCP server on Cloudflare Workers with OAuth login and integration with Claude Desktop.
- [msremigio/mcp-server-weather](https://github.com/msremigio/mcp-server-weather): Provides weather data integration through a US weather API using MCP server architecture.
- [YYvanYang/yapi-mcp-server](https://github.com/YYvanYang/yapi-mcp-server): Facilitates LLMs in accessing and retrieving API documentation from YAPI projects.
- [agentdevhub/AWS-MCP](https://github.com/agentdevhub/AWS-MCP): A comprehensive suite of MCP servers designed to enhance AWS capabilities, offering tools for documentation access, cost analysis, and infrastructure management.
- [cappt-team/mcp-server](https://github.com/cappt-team/mcp-server): Facilitates the generation of outlines and presentations using Cappt's Model Context Protocol.
- [ashgw/s3-mcp](https://github.com/ashgw/s3-mcp): Facilitates comprehensive management of AWS S3 resources through a Model Context Protocol server.
- [bilgoun/mcp-gcp-demo](https://github.com/bilgoun/mcp-gcp-demo): Facilitates browser automation through AI agents with dual transport support for SSE and stdio protocols.
- [batprem/set-mcp](https://github.com/batprem/set-mcp): Facilitates AI-driven access to comprehensive financial data from the Securities Exchange of Thailand using Model Context Protocol.
- [IveHD/mcp-gw](https://github.com/IveHD/mcp-gw): Facilitates note-taking in Flomo through a TypeScript-based MCP server.
- [S-H-GAMELINKS/esa-mcp-server](https://github.com/S-H-GAMELINKS/esa-mcp-server): Facilitates interaction with the esa API for managing team and article data through a structured MCP server interface.
- [bhavik1st/mcp-cloud](https://github.com/bhavik1st/mcp-cloud): Facilitates AI models' seamless integration with public cloud resources like AWS and Azure through the Model Context Protocol.
- [Yoshida24/preset-mcpserver-ts-local](https://github.com/Yoshida24/preset-mcpserver-ts-local): A TypeScript-based template for developing MCP servers locally using fastmcp and Deno.
- [CefBoud/kafka-mcp-server](https://github.com/CefBoud/kafka-mcp-server): Integrates Apache Kafka with natural language processing capabilities via the Model Context Protocol, enabling seamless interaction with Kafka clusters.
- [ArchBlizzard/mcp-server](https://github.com/ArchBlizzard/mcp-server): Connects Claude AI with ElevenLabs for seamless voice-enabled conversations.
- [yamanoku/baseline-mcp-server](https://github.com/yamanoku/baseline-mcp-server): Provides the baseline status of Web Platform API features using the Web Platform Dashboard API, facilitating integration with various AI models.
- [StacklokLabs/mkp](https://github.com/StacklokLabs/mkp): Model Kontext Protocol Server for Kubernetes that allows LLM-powered applications to interact with Kubernetes clusters through native Go implementation with direct API integration and comprehensive resource management.
- [kunwu/aliyun-manager-mcp](https://github.com/kunwu/aliyun-manager-mcp): Manage and monitor Alibaba Cloud resources with tools for ECS instance tracking and billing analysis via the MCP interface.
- [Chenastron/remote-mcp-server](https://github.com/Chenastron/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login, enabling seamless integration with Claude Desktop and MCP Inspector.
- [devilMing/yapi-mcp-server](https://github.com/devilMing/yapi-mcp-server): Facilitates access to YAPI interface details through a Model Context Protocol server.
- [brauliomsft/azure-mcp](https://github.com/brauliomsft/azure-mcp): Manage Azure VMs effortlessly using natural language commands through a Python-based MCP server.
- [pagos-ai/pagos-mcp](https://github.com/pagos-ai/pagos-mcp): Facilitates retrieval of BIN data using Pagos API integration.
- [dbsmith7491/aws-amplify-data-mcp](https://github.com/dbsmith7491/aws-amplify-data-mcp): Facilitates natural language interaction with AWS Amplify Gen2 data models using conversational AI assistants.
- [ConardLi/mcp-client-nodejs](https://github.com/ConardLi/mcp-client-nodejs): This repository provides a Node.js client implementation for connecting to various MCP servers, enabling interaction with large language models (LLMs) through a standardized protocol.
- [bnusunny/serverless-web-mcp-server](https://github.com/bnusunny/serverless-web-mcp-server): Facilitates the deployment of web applications to AWS serverless infrastructure using the Model Context Protocol.
- [hostinger/api-mcp-server](https://github.com/hostinger/api-mcp-server): Hostinger's MCP server facilitates API interactions for billing, DNS, and VPS management.
- [Wangsu-Cloud-Storage/wcs-mcp-server](https://github.com/Wangsu-Cloud-Storage/wcs-mcp-server): Facilitates access to Wangsu Cloud Storage and intelligent multimedia services within AI model contexts.
- [nacos-group/nacos-mcp-server](https://github.com/nacos-group/nacos-mcp-server): Facilitates interaction and automation with Nacos clusters, enabling search and retrieval of namespace, service, and configuration data using Large Language Models.
- [vib3ai/monad-mcp-server](https://github.com/vib3ai/monad-mcp-server): Facilitates AI assistants in interacting with the Monad blockchain for balance checks and token transfers.
- [xiquyila/remote-mcp-server](https://github.com/xiquyila/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [NahumOchoa/mcp-remote-lambda](https://github.com/NahumOchoa/mcp-remote-lambda): A proxy that efficiently connects desktop LLM clients with AWS Lambda functions using MCP, optimizing API calls and costs.
- [nearvitamin/kubernetes-mcp-server](https://github.com/nearvitamin/kubernetes-mcp-server): Facilitates Kubernetes and OpenShift container management through a Model Context Protocol server, enabling dynamic configuration and resource operations.
- [mschuchard/vault-mcp-server](https://github.com/mschuchard/vault-mcp-server): A Python-based MCP server designed for interacting with Vault, leveraging the HVAC SDK.
- [iamgauravn/mcp_server](https://github.com/iamgauravn/mcp_server): A C# implementation of a Model Context Protocol server using .NET 9, featuring monkey data fetching and selling record management services.
- [BarDweller/ozzynet-mcp-server](https://github.com/BarDweller/ozzynet-mcp-server): A prototype MCP server that requires GitHub OAuth authentication for tool access, utilizing Quarkus OIDC for upstream authorization.
- [milianks/remote-mcp-server](https://github.com/milianks/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login, enabling seamless integration with tools like Claude Desktop.
- [zheroz00/cf-remote-mcp-server](https://github.com/zheroz00/cf-remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login, enabling seamless integration with Claude Desktop and MCP Inspector.
- [philipp-eisen/cloudflare-images-mcp](https://github.com/philipp-eisen/cloudflare-images-mcp): Facilitates the integration of images into Cloudflare Images using a simple MCP server setup.
- [oezguercelebi/MCP-Server-Simple-Example](https://github.com/oezguercelebi/MCP-Server-Simple-Example): A Node.js and Express-based MCP server offering tools, resources, and prompts for testing and debugging.
- [famadeuser/remote-mcp-server](https://github.com/famadeuser/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [Sofias-ai/mcp-business-central-server](https://github.com/Sofias-ai/mcp-business-central-server): Facilitates seamless integration with Microsoft Dynamics 365 Business Central, allowing MCP clients to interact with various entities through a lightweight server.
- [MichaelYangjson/remote-mcp-server](https://github.com/MichaelYangjson/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [peter-hanzo/remote-mcp-server](https://github.com/peter-hanzo/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login, enabling seamless integration with Claude Desktop and MCP Inspector.
- [savrab/nutanix-mcp](https://github.com/savrab/nutanix-mcp): Facilitates Nutanix Virtual Machine Management through a command-line chatbot interface, integrating with Nutanix APIs and AI endpoints.
- [xfantasyx/lum_mcp](https://github.com/xfantasyx/lum_mcp): Facilitates Claude AI's interaction with Lumverse Engine for creating and manipulating 3D scenes using the Model Context Protocol.
- [Aimozar/my_mcp_server](https://github.com/Aimozar/my_mcp_server): A Python-based MCP server for web search, utilizing FastMCP to provide seamless internet content retrieval.
- [kolipakakondal/remote-mcp-server](https://github.com/kolipakakondal/remote-mcp-server): A remote MCP server deployed on Cloudflare Workers with OAuth login, enabling seamless integration with tools like Claude Desktop.
- [mgomes/kagimcp-go](https://github.com/mgomes/kagimcp-go): A Go-based server enabling LLMs to leverage Kagi's search and summarization APIs for web exploration and content summarization.
- [matthewgoodman13/remote-mcp-server](https://github.com/matthewgoodman13/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool invocation.
- [cloudmcp-dev/connect](https://github.com/cloudmcp-dev/connect): Facilitates connections to MCP SSE servers, enabling proxying to standard input/output with authentication and logging capabilities.
- [diegosanzmartin/mcp-gcp-asset-inventory](https://github.com/diegosanzmartin/mcp-gcp-asset-inventory): Facilitates AI-driven exploration and management of Google Cloud resources by bridging natural language queries with GCP's Asset Inventory via the gcloud CLI.
- [holiy930561/remote-mcp-server](https://github.com/holiy930561/remote-mcp-server): A remote MCP server deployed on Cloudflare Workers, featuring OAuth login and integration with Claude Desktop for seamless tool invocation.
- [warjiang/karmada-mcp-server](https://github.com/warjiang/karmada-mcp-server): Facilitates multi-cluster management by integrating with Karmada.
- [DanWahlin/marvel-mcp-azure-functions](https://github.com/DanWahlin/marvel-mcp-azure-functions): Interact with Marvel's character and comic data through an MCP server hosted on Azure Functions.
- [wertpoiu/remote-mcp-server-2](https://github.com/wertpoiu/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.
- [milk19/mcp-server](https://github.com/milk19/mcp-server): Provides real-time weather data using the OpenWeatherMap API with efficient caching and markdown responses.
- [AlphaRora/remote-mcp-server](https://github.com/AlphaRora/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [Synergy-Shock/apis-mcp](https://github.com/Synergy-Shock/apis-mcp): Facilitates the configuration of MCP servers for APIs Hub, enabling seamless integration with Swagger tools.
- [honeygrid/honeygrid-mcp-demo](https://github.com/honeygrid/honeygrid-mcp-demo): A remote MCP server implementation on Cloudflare Workers with OAuth login, enabling seamless integration with Claude Desktop and MCP Inspector.
- [courtney-sims/remote-mcp-server](https://github.com/courtney-sims/remote-mcp-server): Deploy and manage a remote MCP server on Cloudflare Workers with OAuth login and integration with Claude Desktop.
- [anniandnevi/remote-mcp-serverrrr](https://github.com/anniandnevi/remote-mcp-serverrrr): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [adisuryanathan/modelcontextprotocol-servers](https://github.com/adisuryanathan/modelcontextprotocol-servers): Showcases diverse reference implementations of the Model Context Protocol, enabling secure and controlled access for LLMs to various tools and data sources.
- [rose201107059/remote-mcp-server](https://github.com/rose201107059/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [eitanbar/remote-mcp-server](https://github.com/eitanbar/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [kakahu2015/remote-mcp-server](https://github.com/kakahu2015/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and integration with Claude Desktop.
- [steventsao/remote-mcp-server](https://github.com/steventsao/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [Timandes/mcp-gateway](https://github.com/Timandes/mcp-gateway): Facilitates the translation of MCP tool calls into HTTP requests, enabling seamless integration with existing APIs.
- [bjacobso/remote-mcp-server](https://github.com/bjacobso/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login, enabling seamless integration with tools like Claude Desktop.
- [Codebrahma/remote-mcp-server](https://github.com/Codebrahma/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [MarinX/upcloud-mcp-server](https://github.com/MarinX/upcloud-mcp-server): Facilitates seamless integration with Upcloud APIs for advanced automation and interaction capabilities.
- [aws-samples/sample-cloud-spend-mcp-server](https://github.com/aws-samples/sample-cloud-spend-mcp-server): Facilitates AWS cloud spend analysis by integrating AWS Cost Explorer and CloudWatch logs with Anthropic's Claude model for interactive querying.
- [jtucker/mcp-untappd-server-dotnet](https://github.com/jtucker/mcp-untappd-server-dotnet): Leverage Azure Functions to create an Untappd MCP server with Server Sent Events integration.
- [gravix-db/docketbird-mcp](https://github.com/gravix-db/docketbird-mcp): Access DocketBird's court case data and document management through a dedicated MCP server.
- [configfacets/configfacets_mcp](https://github.com/configfacets/configfacets_mcp): Configfacets MCP Server facilitates the management and deployment of configuration facets using a Python-based server setup.
- [phpmac/fetch_mcp](https://github.com/phpmac/fetch_mcp): Fetch web content in various formats using an MCP server, supporting HTML, JSON, plain text, and Markdown outputs.
- [doitintl/doit-mcp-server](https://github.com/doitintl/doit-mcp-server): Facilitates access to DoiT platform data for troubleshooting and analysis via LLMs like Claude.
- [norikmb/nifcloud-mcp](https://github.com/norikmb/nifcloud-mcp): Facilitates interaction with FJcloud-V's API through a Model Context Protocol server, offering tools to retrieve lists of servers, disks, load balancers, firewalls, routers, and databases.
- [Cumulocity-IoT/cumulocity-mcp-server](https://github.com/Cumulocity-IoT/cumulocity-mcp-server): Facilitates interaction with Cumulocity IoT platform's device management, measurements, and alarm systems via the MCP interface.
- [ohhan777/korea_weather](https://github.com/ohhan777/korea_weather): Provides weather data from the Korea Weather Service via MCP protocol for integration with clients like Claude and Cursor.
- [Lonolf/cursor-firebase-tools](https://github.com/Lonolf/cursor-firebase-tools): Facilitates direct interaction with Firebase through Cursor, enabling document management and user creation via MCP commands.
- [minorun365/mcp-aws-level-checker](https://github.com/minorun365/mcp-aws-level-checker): Analyzes AWS technical blog content to determine its level of complexity using a Model Context Protocol server.
- [RollandMELET/mcp-qdrant-docker](https://github.com/RollandMELET/mcp-qdrant-docker): Facilitates access to a Qdrant vector database via a Docker-deployed MCP server, enabling integration with Claude.
- [Nunocky/MCP_weather_service](https://github.com/Nunocky/MCP_weather_service): Provides weather forecasts using OpenWeather API, accessible via MCP server integration on platforms like Claude Desktop and VSCode.
- [dulltz/mcp-server-hcp-terraform](https://github.com/dulltz/mcp-server-hcp-terraform): Integrates with HashiCorp Terraform Cloud/Enterprise API to search and retrieve module information.
- [gabrieldsguilherme/mcp-server](https://github.com/gabrieldsguilherme/mcp-server): Integrates Claude AI models with a fully functional MCP server for context-aware request processing and streamlined AI interactions.
- [hardware-is-not-software/cloudflare-mcp](https://github.com/hardware-is-not-software/cloudflare-mcp): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [FrankGoortani/remote-mcp-server](https://github.com/FrankGoortani/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [soren-olympus/amadeus-mcp](https://github.com/soren-olympus/amadeus-mcp): Facilitates AI-driven hotel searches and bookings via Amadeus APIs.
- [lucky-aeon/mcp-gateway](https://github.com/lucky-aeon/mcp-gateway): A reverse proxy server that facilitates unified access and management of multiple MCP servers through a single gateway.
- [husamabusafa/hasura_mcp](https://github.com/husamabusafa/hasura_mcp): Facilitates AI agents' interaction with Hasura GraphQL endpoints, enabling dynamic API exploration and data operations through natural language requests.
- [akshaykokane/azurehelp-mcp-server](https://github.com/akshaykokane/azurehelp-mcp-server): Facilitates AI-driven troubleshooting of Azure resources by integrating with Azure's Guided Troubleshooter API.
- [serenichron/procesio-mcp-server](https://github.com/serenichron/procesio-mcp-server): Facilitates interaction with the Procesio automation platform API, enabling management of workflows and instances via MCP protocol.
- [otanl/mGB-MCP](https://github.com/otanl/mGB-MCP): Facilitates MIDI sequencing through a WebSocket server, enabling Claude MCP integration for seamless music creation and control.
- [cloudbarista/mcp-server](https://github.com/cloudbarista/mcp-server): Facilitates advanced automation and interaction with GitHub APIs for developers and tools.
- [h13t0ry/my-mcp-server](https://github.com/h13t0ry/my-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [tlaukkanen/azure-iothub-mcp-server](https://github.com/tlaukkanen/azure-iothub-mcp-server): Facilitates read-only monitoring of Azure IoT Hub using Azure CLI for authentication and device detail retrieval.
- [MalcolmFeatonby/remote-mcp-server](https://github.com/MalcolmFeatonby/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [danXyu/remote-mcp-server](https://github.com/danXyu/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [OpenLinkSoftware/mcp-pyodbc-server](https://github.com/OpenLinkSoftware/mcp-pyodbc-server): A lightweight server utilizing FastAPI and PyODBC to facilitate ODBC connections with Virtuoso and other DBMS backends.
- [pankaj-knit/MCP-SV](https://github.com/pankaj-knit/MCP-SV): Provides weather information from the National Weather Service API for integration with AI assistants like Claude.
- [k4han/remote-mcp-server](https://github.com/k4han/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [kev-hu/mcp-server-zep-cloud](https://github.com/kev-hu/mcp-server-zep-cloud): Facilitates seamless integration between Claude Desktop and Zep Cloud API for efficient memory management in AI assistants.
- [easy-apis/remote-mcp-server](https://github.com/easy-apis/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool invocation.
- [erikhoward/adls-mcp-server](https://github.com/erikhoward/adls-mcp-server): Facilitates file operations on Azure Data Lake Storage Gen2 through a standardized MCP interface.
- [momentohq/mcp-momento](https://github.com/momentohq/mcp-momento): Facilitates caching operations with Momento through a Model Context Protocol server.
- [pulumi/mcp-server](https://github.com/pulumi/mcp-server): Facilitates Pulumi operations via MCP requests, enabling programmatic interaction with Pulumi CLI for tasks like previewing changes and deploying updates.
- [andrewlayer/remote-mcp-server](https://github.com/andrewlayer/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [hardik-id/azure-resource-graph-mcp-server](https://github.com/hardik-id/azure-resource-graph-mcp-server): Facilitates querying Azure resources using Resource Graph queries across subscriptions.
- [kentcdodds/cloudflare-remote-mcp-server](https://github.com/kentcdodds/cloudflare-remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and integration with Claude Desktop.
- [Softeria/ms-365-mcp-server](https://github.com/Softeria/ms-365-mcp-server): Facilitates seamless interaction with Microsoft 365 services via the Graph API, offering robust tools for authentication, file management, Excel operations, calendar scheduling, and email handling.
- [harshithm97/remote-mcp-server](https://github.com/harshithm97/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [DragomirAlin/openstack-mcp-server](https://github.com/DragomirAlin/openstack-mcp-server): Facilitates secure execution of OpenStack CLI commands through AI assistants using the Model Context Protocol.
- [ajot/mcp_servers](https://github.com/ajot/mcp_servers): A versatile collection of MCP servers for managing databases, sending SMS and emails, and deploying functions, all integrated with Cursor IDE for seamless LLM interactions.
- [ductnn/mcp-kubernetes-server](https://github.com/ductnn/mcp-kubernetes-server): A lightweight server enabling natural language processing and API access to Kubernetes clusters, integrating kubectl commands and the Kubernetes Python client.
- [manhvu1997/mcp-gcp](https://github.com/manhvu1997/mcp-gcp): Integrates natural language processing with Google Cloud Platform for seamless cloud resource management.
- [ArchitectRavi/azsap-mcp-typescript](https://github.com/ArchitectRavi/azsap-mcp-typescript): A TypeScript-based MCP server for managing SAP HANA databases and Azure resources, featuring multiple transport options and integration with Claude Desktop.
- [zzerding/remote-mcp-server](https://github.com/zzerding/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [zskycode/docker-mcp](https://github.com/zskycode/docker-mcp): A Docker management tool implementing the MCP protocol, offering comprehensive support for Docker CLI and Docker Compose operations.
- [akash-network/mcp](https://github.com/akash-network/mcp): Facilitates AI-driven interactions with the Akash Network, enabling application deployment and management through a TypeScript-based MCP server.
- [juno/mcp-server-cloudautomator](https://github.com/juno/mcp-server-cloudautomator): Facilitates interaction with Cloud Automator's REST API for managing cloud resources and workflows.
- [thanhvinh199700/MCP-SERVER](https://github.com/thanhvinh199700/MCP-SERVER): A comprehensive collection of reference implementations for the Model Context Protocol, showcasing secure and controlled access to tools and data sources for LLMs.
- [glows/mcp-server-template-](https://github.com/glows/mcp-server-template-): A template for setting up MCP servers with customizable command configurations.
- [mcpflow/bitfactory-mcp](https://github.com/mcpflow/bitfactory-mcp): BitFactory MCP streamlines interactions with BitFactory's blockchain services using a lightweight, type-safe interface built on the Model Context Protocol.
- [aws-samples/remote-swe-agents](https://github.com/aws-samples/remote-swe-agents): A cloud-based autonomous software development agent leveraging AWS serverless services and MCP integration for efficient and scalable operations.
- [ocadaruma/mcp-svstudio](https://github.com/ocadaruma/mcp-svstudio): Facilitates AI-driven vocal track creation and editing in Synthesizer V Studio through MCP server integration.
- [StefH/mcpserver.azuredevops](https://github.com/StefH/mcpserver.azuredevops): A dotnet tool providing a Stdio MCP server interface for seamless interaction with Azure DevOps projects, repositories, and pipelines.
- [taimo3810/fal_api_mcp_server](https://github.com/taimo3810/fal_api_mcp_server): Facilitates image generation using fal.ai's FLUX.1 Pro model through text prompts.
- [takashito/linode-mcp-server](https://github.com/takashito/linode-mcp-server): Facilitates seamless interaction between AI assistants and Linode Cloud services, enabling management of instances, volumes, domains, and more.
- [landpageapp/remote-mcp-server](https://github.com/landpageapp/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool invocation.
- [akki91/ankr-mcp](https://github.com/akki91/ankr-mcp): Facilitates blockchain data retrieval via Ankr API for LLMs using the Model Context Protocol.
- [xiangxinji/mcp-aliyun-driver](https://github.com/xiangxinji/mcp-aliyun-driver): A TypeScript-based MCP server implementing a simple notes system with tools for note creation and summarization.
- [edgee-cloud/mcp-server-edgee](https://github.com/edgee-cloud/mcp-server-edgee): Facilitates organization, project, component, and user management through the Edgee API using the Model Context Protocol.
- [meethuhu/remote-mcp-server](https://github.com/meethuhu/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [campfirein/byterover-mcp](https://github.com/campfirein/byterover-mcp): Facilitates collaborative coding with AI agents by providing shared long-term memory through the Model Context Protocol.
- [nekokuro2nya/remote-mcp-server](https://github.com/nekokuro2nya/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [EnactProtocol/enact-mcp](https://github.com/EnactProtocol/enact-mcp): Facilitates the creation and execution of capabilities across applications using the Enact Protocol.
- [zcking/mcp-server-unifi](https://github.com/zcking/mcp-server-unifi): Facilitates natural language management of UniFi network devices using AI agents by interfacing with the UniFi Network API.
- [hrishabhn/michelin-mcp](https://github.com/hrishabhn/michelin-mcp): Facilitates interaction with the Michelin dataset through structured API calls using the Model Context Protocol.
- [chatmcp/mcp-server-router](https://github.com/chatmcp/mcp-server-router): A proxy server facilitating remote connections to MCP servers, configurable with various clients like Claude Desktop.
- [tenacl/aladin-mcpserver](https://github.com/tenacl/aladin-mcpserver): Facilitates book information retrieval and search using the Aladin API through an MCP server interface.
- [ducduyn31/nr-mcp](https://github.com/ducduyn31/nr-mcp): Facilitates AI-driven incident debugging by querying New Relic data through an MCP server.
- [open-webui/mcpo](https://github.com/open-webui/mcpo): mcpo transforms MCP server commands into OpenAPI-compatible HTTP endpoints, enhancing security and interoperability with AI tools.
- [kenliao94/mcp-server-amq](https://github.com/kenliao94/mcp-server-amq): Facilitates interaction with AWS AmazonMQ APIs through an MCP server setup.
- [stoneskin/MyMCPServer](https://github.com/stoneskin/MyMCPServer): A demo MCP server and client setup showcasing message communication using the MCP protocol.
- [hedon-ai-road/mcp-weather](https://github.com/hedon-ai-road/mcp-weather): Provides weather information for US states via a RESTful API.
- [teodorbucos/remote-mcp-server](https://github.com/teodorbucos/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [palolxx/openroutermcptest4](https://github.com/palolxx/openroutermcptest4): This repository provides an MCP client for accessing multiple AI models via OpenRouter, integrating with Cursor for enhanced model management.
- [ReAPI-com/mcp-openapi](https://github.com/ReAPI-com/mcp-openapi): Facilitates LLM-powered IDE integrations by serving multiple OpenAPI specifications through the MCP protocol.
- [nokamoto/mcp-server-k8s-go](https://github.com/nokamoto/mcp-server-k8s-go): A Go-based MCP server designed for Kubernetes environments, facilitating deployment and interaction through stdio transport.
- [jmorrell-cloudflare/mcp-server-with-client-id-and-api-key](https://github.com/jmorrell-cloudflare/mcp-server-with-client-id-and-api-key): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [jdubois/azure-cli-mcp](https://github.com/jdubois/azure-cli-mcp): Enhance Azure CLI interactions with an MCP server that offers a user-friendly prompt and full command access.
- [hirokita117/qdrant-mcp-local](https://github.com/hirokita117/qdrant-mcp-local): Facilitates the local deployment of Qdrant and MCP-server-qdrant using Docker Compose for seamless integration with vector databases.
- [szypetike/remote-mcp-server](https://github.com/szypetike/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [codewithdpk/aws-mcp-server](https://github.com/codewithdpk/aws-mcp-server): Facilitates the retrieval and listing of AWS EC2 instances using the AWS SDK, integrated with Claude Desktop via MCP.
- [weizhongart/remote-mcp-server](https://github.com/weizhongart/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [Zaid-maker/remote-mcp-server](https://github.com/Zaid-maker/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login, enabling seamless integration with tools like MCP Inspector and Claude Desktop.
- [aaPanel/mcp_btpanel](https://github.com/aaPanel/mcp_btpanel): Facilitates interaction with the Baota panel API using the MCP protocol, enabling management of system information, PHP sites, MySQL databases, and Docker containers.
- [abdullahsayyad/aws-s3-bucket-utility-mcp](https://github.com/abdullahsayyad/aws-s3-bucket-utility-mcp): Facilitates seamless interaction with AWS S3 storage for LLMs, enabling bucket listing, object retrieval, and CSV filtering with async support.
- [minio/mcp-server-aistor](https://github.com/minio/mcp-server-aistor): Facilitates seamless interaction with AIStor object stores through comprehensive read, write, and admin operations, leveraging AI for content description.
- [lallen30/La-server](https://github.com/lallen30/La-server): Provides a tool for generating customizable HTML and CSS files for simple websites.
- [antoinette0x53/remote-mcp-server](https://github.com/antoinette0x53/remote-mcp-server): Deploy and manage a remote MCP server on Cloudflare Workers with OAuth login and integration with Claude Desktop.
- [thruflo/electric_mcp](https://github.com/thruflo/electric_mcp): ElectricSQL MCP server facilitates real-time data synchronization and communication through Model Context Protocol endpoints.
- [jacobcwright/runpod-mcp](https://github.com/jacobcwright/runpod-mcp): Facilitates interaction with the RunPod REST API for managing pods, endpoints, templates, and network volumes via MCP-compatible clients.
- [Rev4nchist/cloudflare-remote-mcp-server](https://github.com/Rev4nchist/cloudflare-remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [fenoh3ry/remote-mcp-server](https://github.com/fenoh3ry/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [aninibread/remote-mcp-server](https://github.com/aninibread/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool integration.
- [growtha/remote-mcp-server](https://github.com/growtha/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login, enabling seamless integration with tools like Claude Desktop.
- [ehiaig/kubernetes-mcp-server](https://github.com/ehiaig/kubernetes-mcp-server): Facilitates natural language debugging and management of Kubernetes configurations and clusters.
- [Geun-Oh/s3-mcp-server](https://github.com/Geun-Oh/s3-mcp-server): Facilitates seamless integration with Amazon S3 for efficient large file handling through MCP.
- [hamishll/remote-mcp-server](https://github.com/hamishll/remote-mcp-server): Deploy a remote MCP server on Cloudflare Workers with OAuth login and connect it to Claude Desktop for seamless tool invocation.
- [databutton/databutton-app-mcp](https://github.com/databutton/databutton-app-mcp): Leverage Databutton app APIs as LLM tools through a secure MCP protocol proxy.
- [tim10002/mcp-azresource](https://github.com/tim10002/mcp-azresource): Efficiently browse and analyze Azure resources and costs directly from any MCP client.
- [AzBuilder/mcp-server-terrakube](https://github.com/AzBuilder/mcp-server-terrakube): Facilitates Terrakube operations with comprehensive API integration for workspace, variable, module, and organization management.
- [caretdev/mcp-server-iris](https://github.com/caretdev/mcp-server-iris): Facilitates seamless interaction and automation with InterSystems IRIS databases using the Model Context Protocol.
- [basebandit/kai](https://github.com/basebandit/kai): Facilitates natural language interaction with Kubernetes resources via LLMs, enhancing cluster management and resource operations.
- [ihatesea69/AWS-MCP](https://github.com/ihatesea69/AWS-MCP): AWS MCP enables AI assistants like Claude to interact with AWS environments using natural language, simplifying resource management without traditional AWS interfaces.
- [coze-dev/coze-mcp-server](https://github.com/coze-dev/coze-mcp-server): Facilitates bot management and interaction through a Model Context Protocol server for coze resources.
- [IcyKallen/aws-cli-mcp-server](https://github.com/IcyKallen/aws-cli-mcp-server): Facilitates AWS CLI command execution and service management through the MCP protocol, integrating seamlessly with Claude.
- [complexdevel/mcp-cloud-pc](https://github.com/complexdevel/mcp-cloud-pc): Manage Azure Cloud PCs via Microsoft Graph API with tools for listing, rebooting, and renaming PCs.
- [gitCarrot/mcp-server-aws-cognito](https://github.com/gitCarrot/mcp-server-aws-cognito): Connects to AWS Cognito for seamless user authentication and management, offering tools for sign-up, sign-in, and password management.
- [rohitg00/kubectl-mcp-server](https://github.com/rohitg00/kubectl-mcp-server): Facilitates natural language interaction with Kubernetes clusters via AI assistants, leveraging the Model Context Protocol.
- [Wan-Hao/mcp-server-k8s](https://github.com/Wan-Hao/mcp-server-k8s): Facilitates AI-driven management and operation of Docker containers and Kubernetes clusters using a unified interface.
- [dictybase-docker/mcphost](https://github.com/dictybase-docker/mcphost): MCPHost is a CLI application that facilitates interactions between Large Language Models and external tools via the Model Context Protocol, supporting models like Claude 3.5 Sonnet and Ollama.
- [walteh/cloudstack-mcp](https://github.com/walteh/cloudstack-mcp): Facilitates AI-driven management of Apache CloudStack resources through MCP protocol integration.
- [neoforge-dev/neoforge-mcp-server](https://github.com/neoforge-dev/neoforge-mcp-server): A robust MCP server enabling terminal command execution and file system management for AI assistants via a RESTful API.
- [psantus/aws-service-authorization-reference](https://github.com/psantus/aws-service-authorization-reference): Facilitates LLMs in accessing AWS IAM actions, resources, and condition keys through a Model Context Protocol server.
- [awslabs/mcp](https://github.com/awslabs/mcp): AWS MCP Servers integrate AWS best practices into development workflows, enhancing cloud-native development and infrastructure management through AI-assisted tools.
- [Nekzus/mcp-server](https://github.com/Nekzus/mcp-server): A versatile MCP server offering development and testing utilities with an extensible architecture for tool integration.
- [54rt1n/mcpgate](https://github.com/54rt1n/mcpgate): MCPGate facilitates seamless communication between local applications and remote MCP servers through a reliable stdio-to-HTTP bridge.
- [madhurprash/AWS_CloudGuardMCP](https://github.com/madhurprash/AWS_CloudGuardMCP): An intelligent AWS monitoring and incident response solution that analyzes CloudWatch logs and metrics, identifies issues, and creates Jira tickets using Anthropic's Model Context Protocol.
- [saptechengineer/mcp](https://github.com/saptechengineer/mcp): Enhance Claude Desktop with locally-hosted MCP servers for real-time weather updates and LinkedIn profile analysis.
- [multiversx/mx-mcp](https://github.com/multiversx/mx-mcp): Facilitates blockchain interactions on MultiversX by managing wallets and transactions.
- [feiskyer/mcp-kubernetes-server](https://github.com/feiskyer/mcp-kubernetes-server): Facilitates Kubernetes cluster management through MCP server integration with kubectl.
- [ucesys/minio-python-mcp](https://github.com/ucesys/minio-python-mcp): Facilitates standardized interactions with MinIO object storage through a Model-Context Protocol server and client, featuring integration with Anthropic's Claude models.
- [aliyun/alibabacloud-hologres-mcp-server](https://github.com/aliyun/alibabacloud-hologres-mcp-server): Facilitates seamless interaction between AI Agents and Hologres databases, enabling metadata retrieval and SQL execution.
- [crewAIInc/enterprise-mcp-server](https://github.com/crewAIInc/enterprise-mcp-server): Facilitates the initiation and monitoring of CrewAI workflow deployments.
- [alexei-led/aws-mcp-server](https://github.com/alexei-led/aws-mcp-server): Facilitates AI assistants in executing AWS CLI commands securely via MCP for enhanced cloud management.
- [okto-hq/okto-mcp-server](https://github.com/okto-hq/okto-mcp-server): Facilitates AI-driven management of Web3 transactions and portfolios with seamless authentication and multi-chain support.
- [petrbroz/aps-mcp-server](https://github.com/petrbroz/aps-mcp-server): Provides secure access to Autodesk Platform Services API with fine-grained control using Secure Service Accounts.
- [francisoliverlee/rocketmq-mcp](https://github.com/francisoliverlee/rocketmq-mcp): Facilitates message queuing and streaming with RocketMQ through a robust MCP server interface.
- [gnuhpc/rtc-mcp-server](https://github.com/gnuhpc/rtc-mcp-server): Facilitates the management of Alibaba Cloud Realtime Compute for Apache Flink resources through a standardized interface.
- [alsonwangkhem/github-mcp-2](https://github.com/alsonwangkhem/github-mcp-2): Facilitates interaction between MCP-compatible LLMs and the GitHub API, enabling tasks like issue creation and repository information retrieval.
- [hymnk/cline-mcp-server-sample](https://github.com/hymnk/cline-mcp-server-sample): A sample MCP server setup using Bun for integration with Cline in VSCode.
- [rishipradeep-think41/drive-mcp](https://github.com/rishipradeep-think41/drive-mcp): Facilitates seamless integration with Google Drive for file management and Google Sheets operations.
- [mtwn105/mcp-server-spring-java](https://github.com/mtwn105/mcp-server-spring-java): A Spring Boot Java-based MCP server offering user management tools for AI assistants with synchronous communication and SSE support.
- [bananaumai/mcp-fib](https://github.com/bananaumai/mcp-fib): Node.js server utilizing MCP to generate Fibonacci sequences for integration with Claude Desktop.
- [misbiheyv/testing-mcp-server](https://github.com/misbiheyv/testing-mcp-server): A testing server for MCP implementations, featuring build and inspection tools for Node.js environments.
- [lucasmontano/mcp-montano-server](https://github.com/lucasmontano/mcp-montano-server): A TypeScript-based server project designed for seamless integration with Cursor IDE, facilitating MCP server operations.
- [StudyForZX/tls-mcp-server](https://github.com/StudyForZX/tls-mcp-server): Facilitates data retrieval from VolcEngine TLS APIs using a Model Context Protocol server.
- [kaichen/mcp-local-router](https://github.com/kaichen/mcp-local-router): A local router that aggregates multiple MCP servers into a unified interface for streamlined client access.
- [wenhuwang/mcp-k8s-eye](https://github.com/wenhuwang/mcp-k8s-eye): Facilitates Kubernetes cluster management and workload analysis through MCP server capabilities.
- [webflow/mcp-server](https://github.com/webflow/mcp-server): Facilitates AI client interactions with Webflow APIs using the Model Context Protocol.
- [mingzilla/pi-api-mcp-server](https://github.com/mingzilla/pi-api-mcp-server): Facilitates secure interaction and management of PI Dashboard resources through standardized tools for MCP-compatible AI assistants.
- [Shiv1909/MCPServer](https://github.com/Shiv1909/MCPServer): An educational MCP server implementation demonstrating integration with various LLM clients.
- [isdaniel/mcp_weather_server](https://github.com/isdaniel/mcp_weather_server): Provides real-time weather updates using the Open-Meteo API via a Model Context Protocol server.
- [bytefer/mcp-flux-schnell](https://github.com/bytefer/mcp-flux-schnell): A TypeScript-based server that leverages Cloudflare's Flux Schnell API for text-to-image generation.
- [MCERQUA/netlify-mcp](https://github.com/MCERQUA/netlify-mcp): Manage and deploy Netlify sites directly from an MCP-enabled environment with seamless API integration.
- [gu-dsan6725/georgetown-university-dsan6725-applied-genai-for-ai-developers-spring-2025-lab-extra-credit-aws-cost](https://github.com/gu-dsan6725/georgetown-university-dsan6725-applied-genai-for-ai-developers-spring-2025-lab-extra-credit-aws-cost): Facilitates natural language interaction with AWS Cost Explorer data using Anthropic's Claude model.
- [kanapuli/mcp-kafka](https://github.com/kanapuli/mcp-kafka): Facilitates AI assistants in managing Kafka client operations through the Model Context Protocol.
- [zoomeye-ai/mcp_zoomeye](https://github.com/zoomeye-ai/mcp_zoomeye): Facilitates AI-driven network asset discovery and analysis through ZoomEye queries, enhancing LLM capabilities in identifying internet-connected devices and vulnerabilities.
- [samuraikun/aws-s3-mcp](https://github.com/samuraikun/aws-s3-mcp): Facilitates seamless interaction between AWS S3 storage and Large Language Models, enabling operations like listing buckets and retrieving object contents.
- [alxspiker/mcp-server-ftp](https://github.com/alxspiker/mcp-server-ftp): Facilitates FTP operations such as listing, downloading, uploading, and managing directories through a Model Context Protocol server.
- [yoda-digital/mcp-ansc-server](https://github.com/yoda-digital/mcp-ansc-server): Facilitates AI-driven analysis and search of Moldova's public procurement appeals and decisions through an MCP server integrated with the MTender system.
- [anton-107/mcp-server-dabs](https://github.com/anton-107/mcp-server-dabs): Facilitates the execution of Databricks Assets Bundle commands locally via an MCP server.
- [Jktfe/serveMyAPI](https://github.com/Jktfe/serveMyAPI): ServeMyAPI securely manages API keys using the macOS Keychain, providing a consistent MCP interface for cross-project access and LLM integration.
- [jorgedlcruz/modelcontextprotocol_veeam](https://github.com/jorgedlcruz/modelcontextprotocol_veeam): Empower AI assistants to seamlessly interact with Veeam's data protection ecosystem through a collection of MCP servers, enabling advanced data management and automation capabilities.
- [Hzzy2O/flux-cloudfare-mcp](https://github.com/Hzzy2O/flux-cloudfare-mcp): Empower AI assistants to generate high-quality images using the Flux model via a Cloudflare Worker API.
- [turinhub/cf-mcp-server](https://github.com/turinhub/cf-mcp-server): A Cloudflare Workers-based image generation service leveraging the Model Context Protocol for standardized service interfaces and edge computing optimization.
- [JohnKennedyOSS/mcp-demo](https://github.com/JohnKennedyOSS/mcp-demo): Facilitates the deployment and management of MCP servers on Aiven using Docker, with tools for project and service management.
- [abshkbh/arrakis-mcp-server](https://github.com/abshkbh/arrakis-mcp-server): Facilitates LLM interaction with Arrakis VM sandboxes through a Model Context Protocol server.
- [cheqd/mcp-toolkit](https://github.com/cheqd/mcp-toolkit): A modular framework for AI-driven identity systems, enabling secure management of decentralized identities and verifiable credentials.
- [Aiven-Open/mcp-aiven](https://github.com/Aiven-Open/mcp-aiven): Facilitates seamless integration with Aiven's ecosystem, enabling LLMs to build comprehensive solutions using PostgreSQL, Kafka, ClickHouse, Valkey, and OpenSearch services.
- [sammcj/mcp-aws-kb](https://github.com/sammcj/mcp-aws-kb): Facilitates retrieval of information from AWS Knowledge Base using Bedrock Agent Runtime with support for RAG and multiple result retrieval.
- [suvarchal/docker-mcp](https://github.com/suvarchal/docker-mcp): Facilitates Docker operations via MCP protocol, enabling AI assistants like Claude to manage containers and images.
- [Malnati/platform-management](https://github.com/Malnati/platform-management): Facilitates platform management with SQLite MCP server integration for seamless database interactions via AI Claude.
- [MxIris-Reverse-Engineering/ida-mcp-server](https://github.com/MxIris-Reverse-Engineering/ida-mcp-server): Facilitates interaction and automation with IDA databases using Large Language Models.
- [dinghuazhou/sample-mcp-server-tos](https://github.com/dinghuazhou/sample-mcp-server-tos): Facilitates data retrieval from TOS using MCP server protocols, supporting PDF documents and various object management tools.
- [hubgetter/HelloMCP](https://github.com/hubgetter/HelloMCP): Showcases various MCP server and client examples, including a BMI Calculator service for health assessments.
- [kunjanshah0811/MCP-Terminal-Server](https://github.com/kunjanshah0811/MCP-Terminal-Server): Facilitates shell command execution within a defined workspace using an MCP-compatible terminal server for seamless integration with Claude-AI.
- [Fewsats/fewsats-mcp](https://github.com/Fewsats/fewsats-mcp): Facilitates secure AI-driven purchases through Fewsats integration, offering tools for balance checks, payment methods, and transaction processing.
- [MitchyBAwesome/sar-mcp](https://github.com/MitchyBAwesome/sar-mcp): Facilitates interaction with AWS Programmatic Service Reference by listing services, API actions, condition keys, and resource types.
- [Niell007/supabase-mcp-server](https://github.com/Niell007/supabase-mcp-server): A feature-rich server enabling MCP clients to safely interact with Supabase databases, offering tools for SQL query execution, database management, and API access with robust safety controls.
- [Lullabot/tugboat-mcp](https://github.com/Lullabot/tugboat-mcp): Facilitates AI assistants' interaction with Tugboat resources via a standardized protocol.
- [PinataCloud/pinata-mcp](https://github.com/PinataCloud/pinata-mcp): Facilitates Claude's interaction with Pinata for managing files and groups on IPFS through a Model Context Protocol server.
- [saurrx/spheron-mcp-plugin](https://github.com/saurrx/spheron-mcp-plugin): Integrates Spheron Protocol SDK for compute deployment and management via natural language to YAML conversion.
- [dheerajoruganty/aws-bedrock-logs-mcp-server](https://github.com/dheerajoruganty/aws-bedrock-logs-mcp-server): Analyze AWS Bedrock usage and logs through a command-line interface and API using Anthropic's Claude model.
- [uncle-light/alioss-mcp](https://github.com/uncle-light/alioss-mcp): Facilitates direct interaction with Alibaba Cloud OSS for AI coding tools, enabling seamless file management without manual intervention.
- [springwq/jampp-mcp](https://github.com/springwq/jampp-mcp): Connects LLMs to Jampp's advertising platform for querying and analyzing ad data via natural language.
- [ServiceStack/servicestack-mcp](https://github.com/ServiceStack/servicestack-mcp): A TypeScript-based MCP server for exploring and invoking ServiceStack APIs with a simple notes system.
- [sionic-ai/serverless-rag-mcp-server](https://github.com/sionic-ai/serverless-rag-mcp-server): Facilitates seamless integration between LLM applications and RAG data sources using the Storm MCP protocol, enabling powerful embedding models and vectorDB connections.
- [satellaite/sat-mcp-server](https://github.com/satellaite/sat-mcp-server): Facilitates model interactions via the Satellaite API using the Model Context Protocol.
- [arunsanna/aws-sage](https://github.com/arunsanna/aws-sage): Facilitates natural language interaction with AWS services through an MCP server, enhancing AI assistant capabilities for AWS resource management.
- [aarora79/aws-cost-explorer-mcp-server](https://github.com/aarora79/aws-cost-explorer-mcp-server): Facilitates AWS spend analysis through an interactive interface using Anthropic's Claude model, leveraging AWS Cost Explorer and Amazon Bedrock data.
- [OpenWorkspace-o1/aws-ow-s3-mcp](https://github.com/OpenWorkspace-o1/aws-ow-s3-mcp): Facilitates secure AWS S3 operations through pre-signed URLs, enabling efficient object management.
- [enesbol/gcp-mcp](https://github.com/enesbol/gcp-mcp): A comprehensive MCP server for managing and interacting with Google Cloud Platform services through a standardized interface.
- [wadewegner/mcp-servers](https://github.com/wadewegner/mcp-servers): A versatile collection of MCP servers for accessing weather data and managing DigitalOcean deployments, complete with templates for creating new servers.
- [krzko/google-cloud-mcp](https://github.com/krzko/google-cloud-mcp): Facilitates seamless interaction with Google Cloud services through a Model Context Protocol server, enabling efficient logging, monitoring, and database management.
- [kohei25/mcp-servers-pouch](https://github.com/kohei25/mcp-servers-pouch): Facilitates the setup and execution of MCP servers for managing and running tasks like Arxiv data processing.
- [stakpak/mcp](https://github.com/stakpak/mcp): Connects to the Stakpak API, providing tools for infrastructure code generation and IDE integration.
- [mektigboy/server-hyperliquid](https://github.com/mektigboy/server-hyperliquid): Integrates the Hyperliquid SDK to provide real-time and historical cryptocurrency data via an MCP server.
- [eniayomi/gcp-mcp](https://github.com/eniayomi/gcp-mcp): Facilitates natural language interaction with Google Cloud Platform resources through AI assistants like Claude.
- [landicefu/mcp-client-configuration-server](https://github.com/landicefu/mcp-client-configuration-server): Facilitates seamless management of MCP client configurations across multiple AI-powered applications, ensuring consistent server settings and automated deployment.
- [qiangge2008/weather-mcp-server](https://github.com/qiangge2008/weather-mcp-server): A weather server utilizing MCP to provide real-time weather data from multiple APIs with failover support.
- [singlestore-labs/mcp-server-singlestore](https://github.com/singlestore-labs/mcp-server-singlestore): Facilitates seamless interaction with SingleStore's Management API using natural language through MCP protocol.
- [fernandezpablo85/mcpiol](https://github.com/fernandezpablo85/mcpiol): Facilitates interaction with the Invertir Online API via Claude Desktop using the Model Context Protocol.
- [osomai/servicenow-mcp](https://github.com/osomai/servicenow-mcp): Facilitates seamless interaction between Claude and ServiceNow instances, enabling data retrieval and action execution via the ServiceNow API.
- [orvice/kube-mcp](https://github.com/orvice/kube-mcp): Kube-mcp offers a suite of tools for seamless management and interaction with Kubernetes clusters.
- [yanmxa/multicluster-mcp-server](https://github.com/yanmxa/multicluster-mcp-server): Facilitates GenAI systems' interaction with multiple Kubernetes clusters for comprehensive operations and observability through MCP.
- [yestarz/mcp-server-weather](https://github.com/yestarz/mcp-server-weather): Provides real-time weather updates using the HeWeather API, implemented in Java.
- [manusa/podman-mcp-server](https://github.com/manusa/podman-mcp-server): Facilitates container runtime management for Podman and Docker through a versatile MCP server.
- [Tiberriver256/mcp-server-azure-devops](https://github.com/Tiberriver256/mcp-server-azure-devops): Facilitates AI-driven interactions with Azure DevOps through a standardized protocol, enabling seamless management of projects, repositories, and workflows.
- [weikio/mcp-server](https://github.com/weikio/mcp-server): Facilitates intelligent integration lifecycle management on the Weik.io platform, leveraging Apache Camel for seamless automation and deployment.
- [netboxlabs/netbox-mcp-server](https://github.com/netboxlabs/netbox-mcp-server): Facilitates read-only interaction with NetBox data through LLMs using the Model Context Protocol.
- [dcSpark/mcp-server-helius](https://github.com/dcSpark/mcp-server-helius): Provides Claude with seamless access to Solana blockchain data and operations via the Helius API.
- [krishh-amilineni/mcp-azuredevops-bridge](https://github.com/krishh-amilineni/mcp-azuredevops-bridge): Facilitates seamless integration with Azure DevOps for managing work items, wiki documentation, sprint planning, and attachments.
- [appwrite/mcp](https://github.com/appwrite/mcp): Facilitates seamless interaction with Appwrite's API, enabling efficient management of databases, users, functions, and more within your Appwrite project.
- [lishenxydlgzs/aws-athena-mcp](https://github.com/lishenxydlgzs/aws-athena-mcp): Facilitates AI-driven execution of SQL queries on AWS Athena databases, enabling seamless data retrieval and management.
- [zueai/vercel-api-mcp](https://github.com/zueai/vercel-api-mcp): Facilitates seamless interaction with the Vercel API, offering tools for managing deployments, DNS, domains, projects, and environment variables.
- [yiGmMk/mcp-server](https://github.com/yiGmMk/mcp-server): A repository for learning and creating MCP servers with installation and configuration guidance using Smithery and uv package manager.
- [tatsuiman/docker-mcp-servers](https://github.com/tatsuiman/docker-mcp-servers): Dockerized MCP servers for seamless integration with Slack, Notion, and GitHub.
- [box-community/mcp-server-box](https://github.com/box-community/mcp-server-box): Integrates with the Box API to enable AI-driven file management and data extraction.
- [rmasters/mcp-openapi](https://github.com/rmasters/mcp-openapi): Facilitates HTTP method exposure from OpenAPI specs as tools via a Model Context Protocol server.
- [sofianhamiti/mcp-server-s3](https://github.com/sofianhamiti/mcp-server-s3): Facilitates direct interaction with AWS S3 buckets using the Model Context Protocol.
- [Streen9/azure-mcp](https://github.com/Streen9/azure-mcp): Enables Claude Desktop to manage Azure resources through natural language interactions.
- [DynamicEndpoints/Netlify-MCP-Server](https://github.com/DynamicEndpoints/Netlify-MCP-Server): Facilitates comprehensive management of Netlify deployments, DNS settings, serverless functions, and more through a Model Context Protocol server.
- [mrchi/caiyun-weather-mcp-server](https://github.com/mrchi/caiyun-weather-mcp-server): Provides seamless access to the Caiyun Weather API through an MCP server.
- [canvrno/ProxmoxMCP](https://github.com/canvrno/ProxmoxMCP): A Python-based MCP server for seamless management of Proxmox hypervisors, offering tools for node, VM, and container administration with secure token-based authentication.
- [r3-yamauchi/cdata-connect-cloud-mcp-server](https://github.com/r3-yamauchi/cdata-connect-cloud-mcp-server): Facilitates integration with CData Connect Cloud through a customizable MCP server setup.
- [Quegenx/supabase-mcp-server](https://github.com/Quegenx/supabase-mcp-server): Empower your Supabase PostgreSQL database management with natural language commands via Cursor's Composer and Codeium's Cascade.
- [yangkyeongmo/mcp-server-apache-airflow](https://github.com/yangkyeongmo/mcp-server-apache-airflow): Facilitates seamless interaction with Apache Airflow through a standardized MCP interface, leveraging the official client library for robust DAG and task management.
- [aws-samples/demo_mcp_on_amazon_bedrock](https://github.com/aws-samples/demo_mcp_on_amazon_bedrock): A demo showcasing the integration of MCP with Amazon Bedrock to enhance ChatBot capabilities, supporting seamless interaction with local filesystems, databases, and development tools.
- [mashriram/azure_mcp_server](https://github.com/mashriram/azure_mcp_server): Facilitates seamless interaction with Azure services like Blob Storage and Cosmos DB, with automatic operation logging.
- [manusa/kubernetes-mcp-server](https://github.com/manusa/kubernetes-mcp-server): A robust Kubernetes and OpenShift MCP server enabling seamless management and operations on Kubernetes resources without external dependencies.
- [abhishekbhakat/airflow-mcp-server](https://github.com/abhishekbhakat/airflow-mcp-server): Facilitates control over Apache Airflow through a Model Context Protocol server, offering both safe and unsafe operation modes for API interactions.
- [tembo-io/mcp-server-tembo](https://github.com/tembo-io/mcp-server-tembo): Facilitates integration with Tembo Cloud's platform API, enabling seamless connectivity and operations.
- [KBB99/mcp-registry-server](https://github.com/KBB99/mcp-registry-server): Facilitates semantic search and retrieval of MCP servers, enhancing integration with Claude Desktop.
- [QuantGeekDev/mcp-add-sse](https://github.com/QuantGeekDev/mcp-add-sse): Demonstrates the integration of SSE and authentication capabilities within an MCP server using the mcp-framework.
- [komer3/linode-mcp](https://github.com/komer3/linode-mcp): Facilitates LLMs in managing Linode cloud resources through a standardized MCP interface.
- [beamlit/mcp-gateway](https://github.com/beamlit/mcp-gateway): Facilitates seamless interaction between Beamlit CLI and AI models through a robust MCP server implementation.
- [aaronsb/google-workspace-mcp](https://github.com/aaronsb/google-workspace-mcp): Provides authenticated access to Google Workspace APIs, integrating Gmail, Calendar, and Drive functionalities for streamlined management and automation.
- [stefanskiasan/azure-devops-mcp-server](https://github.com/stefanskiasan/azure-devops-mcp-server): Facilitates seamless integration with Azure DevOps for Cline users, enabling efficient management of work items, pipelines, pull requests, and wikis.
- [Gregspillane/mcp-cloudindex](https://github.com/Gregspillane/mcp-cloudindex): A platform offering semantic search capabilities via the CloudIndex API, integrated with Claude Desktop for enhanced document retrieval.
- [cpage-pivotal/cloud-foundry-mcp](https://github.com/cpage-pivotal/cloud-foundry-mcp): Facilitates interaction with Cloud Foundry foundations through an LLM interface using the Spring AI MCP framework.
- [GRID-is/claude-mcp](https://github.com/GRID-is/claude-mcp): Facilitates direct interaction with the GRID API from Claude for Desktop, enabling spreadsheet data manipulation via MCP.
- [oxylabs/oxylabs-mcp](https://github.com/oxylabs/oxylabs-mcp): Facilitates seamless web data access for AI assistants using Oxylabs' advanced web scraping technology.
- [confluentinc/mcp-confluent](https://github.com/confluentinc/mcp-confluent): Facilitates seamless interaction with Confluent Kafka and Confluent Cloud REST APIs through an MCP server.
- [baryhuang/mcp-server-aws-resources-python](https://github.com/baryhuang/mcp-server-aws-resources-python): Facilitates querying AWS resources using Python and boto3, offering a containerized MCP server solution for AWS management operations.
- [aldrin-labs/metal-mcp-server](https://github.com/aldrin-labs/metal-mcp-server): Facilitates natural language search and code generation for Metal Framework documentation and tasks.
- [raju-deriv/mcp-deriv-api-server](https://github.com/raju-deriv/mcp-deriv-api-server): Facilitates interaction with the Deriv API through a Model Context Protocol server, offering features like active symbols retrieval and account balance checks.
- [CalvinMagezi/mts-mcp](https://github.com/CalvinMagezi/mts-mcp): A suite of MCP servers and AI agents enhancing Claude's capabilities with integrations like package management, knowledge graphs, and advanced search.
- [gerred/mcp-server-replicate](https://github.com/gerred/mcp-server-replicate): A FastMCP server implementation for the Replicate API, focusing on resource-based AI model inference for image generation.
- [cloud-apim/otoroshi-mcp-proxy](https://github.com/cloud-apim/otoroshi-mcp-proxy): A local proxy facilitating MCP communication through an Otoroshi endpoint, supporting various transport protocols.
- [tengfone/supabase-nextjs-mcp-server](https://github.com/tengfone/supabase-nextjs-mcp-server): A TypeScript-based MCP server for NextJS that implements a simple notes system with features for creating and summarizing text notes.
- [JeromyJSmith/cognee-mcp-server](https://github.com/JeromyJSmith/cognee-mcp-server): Cognee MCP server integrates seamlessly with Claude Desktop, providing a robust environment for managing and executing server commands with enhanced local development capabilities.
- [knmurphy/glide-api-mcp-server](https://github.com/knmurphy/glide-api-mcp-server): Facilitates seamless interaction with Glide API versions 1 and 2 through a secure and type-safe MCP server implementation.
- [DynamicEndpoints/cloudflare-github-backup-mcp](https://github.com/DynamicEndpoints/cloudflare-github-backup-mcp): Facilitates automated backups of Cloudflare projects to GitHub repositories using MCP server capabilities.
- [aws-samples/sample-mcp-server-s3](https://github.com/aws-samples/sample-mcp-server-s3): Facilitates the retrieval of PDF documents from AWS S3 into an LLM's context using the Model Context Protocol.
- [supabase-community/supabase-mcp](https://github.com/supabase-community/supabase-mcp): Facilitates seamless integration of Supabase projects with AI assistants for efficient project management and database operations.
- [DynamicEndpoints/supabase-mcp](https://github.com/DynamicEndpoints/supabase-mcp): Facilitates seamless interaction with Supabase databases, storage, and edge functions through a Model Context Protocol server.
- [dkmaker/mcp-azure-tablestorage](https://github.com/dkmaker/mcp-azure-tablestorage): Facilitates querying and managing Azure Table Storage data for local development using a TypeScript-based MCP server.
- [RafalWilinski/aws-mcp](https://github.com/RafalWilinski/aws-mcp): Facilitates natural language interaction with AWS resources through Claude, offering a seamless alternative to Amazon Q.
- [cloudflare/workers-mcp](https://github.com/cloudflare/workers-mcp): Facilitates communication between Claude Desktop and Cloudflare Workers, enabling custom MCP server functionality for remote method execution.
- [aliargun/mcp-server-gemini](https://github.com/aliargun/mcp-server-gemini): Facilitates interaction between Claude Desktop and Google's Gemini AI models through a robust MCP server implementation.
- [elitau/mcp-server-make-dot-com](https://github.com/elitau/mcp-server-make-dot-com): Integrates Make.com API to provide access to scenario blueprints and other resources via an MCP server.
- [opensupplyhub/os-hub-mcp](https://github.com/opensupplyhub/os-hub-mcp): Facilitates interaction with Claude and OS Hub API through note management and summarization capabilities.
- [ckreiling/mcp-server-docker](https://github.com/ckreiling/mcp-server-docker): Facilitates Docker management through natural language commands, enabling container composition, introspection, and data management.
- [funwarioisii/cosense-mcp-server](https://github.com/funwarioisii/cosense-mcp-server): Facilitates integration with Claude Desktop by providing a customizable MCP server for the cosense platform.
- [AI-FOR-DEVS/mcp-server](https://github.com/AI-FOR-DEVS/mcp-server): A server that manages note storage and summarization with customizable prompts and tools for adding new notes.
- [lightconetech/mcp-gateway](https://github.com/lightconetech/mcp-gateway): A gateway service enabling Claude Desktop to communicate with HTTP/SSE-based MCP servers by translating stdio protocol requests and responses.
- [adamj-vc/validation-cloud-mcp](https://github.com/adamj-vc/validation-cloud-mcp): Facilitates interaction with Validation Cloud's Ethereum Node API, converting hex values to decimal for enhanced readability.
- [rishikavikondala/mcp-server-aws](https://github.com/rishikavikondala/mcp-server-aws): Facilitates AWS resource operations through a Model Context Protocol server, supporting S3 and DynamoDB services with automatic logging.
- [geelen/workers-mcp-server](https://github.com/geelen/workers-mcp-server): Extend Claude Desktop by invoking functions through a Cloudflare Worker using the Model Context Protocol.
- [rgarcia/mcp-server-server](https://github.com/rgarcia/mcp-server-server): A proof of concept MCP server that wraps existing stdio MCP servers to expose them over websockets, simplifying process management and improving performance.
- [SmallCloudCo/smallcloud-mcp-server](https://github.com/SmallCloudCo/smallcloud-mcp-server): Demonstrates an Anthropic MCP server using the Model Context Protocol SDK, designed for integration with Claude Desktop and other MCP Hosts.
- [darinkishore/ts_mcp](https://github.com/darinkishore/ts_mcp): A TypeScript-based MCP server implementing a notes system with resources, tools, and prompts for note management and summarization.
- [boilingdata/mcp-server-and-gw](https://github.com/boilingdata/mcp-server-and-gw): Facilitates communication between stdio and HTTP SSE endpoints, enabling seamless integration with Claude Desktop.
- [EyevinnOSC/mcp-server](https://github.com/EyevinnOSC/mcp-server): Facilitates the creation of open web services using Eyevinn Open Source Cloud API, offering database, storage, and VOD pipeline setups.
- [vercel/sdk](https://github.com/vercel/sdk): A type-safe TypeScript SDK for accessing the Vercel REST API, also deployable as an MCP server for AI applications.