# Awesome MCP Servers [![Awesome](https://awesome.re/badge.svg)](https://awesome.re) [![English](https://img.shields.io/badge/English-Click-yellow)](README.md) [![Franรงais](https://img.shields.io/badge/Franรงais-Cliquez-blue)](README.fr.md) [![GitHub stars](https://img.shields.io/github/stars/lobstercare/mcp-hub?style=social)](https://github.com/lobstercare/mcp-hub) A curated list of awesome Model Context Protocol (MCP) servers. * [What is MCP?](#what-is-mcp) * [Clients](#clients) * [Tutorials](#tutorials) * [Server Implementations](#server-implementations) * [Frameworks](#frameworks) * [Utilities](#utilities) * [Community](#community) ## What is MCP? [MCP](https://modelcontextprotocol.io/) is an open protocol that enables AI models to securely interact with local and remote resources through standardized server implementations. This list focuses on production-ready and experimental MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services. ## Clients * [Claude Desktop](https://claude.ai/desktop) - Official Claude desktop app with MCP support * [Cursor](https://cursor.sh/) - AI-native code editor with MCP support * [Cline](https://github.com/cfortuner/cline) - Terminal-based Claude client with MCP support * [Windsurf](https://www.windsurf.ai/) - AI-native IDE with MCP support * [LibreChat](https://www.librechat.ai/) - Open-source AI Web UI supporting multiple providers including MCP * [mcphub.nvim](https://github.com/ravitemer/mcphub.nvim) - A Neovim plugin for MCP server interaction * [WhatsMCP](http://wassist.app/mcp) - A WhatsApp based client for your remote MCP servers ## Tutorials * [Model Context Protocol (MCP) Quickstart](https://modelcontextprotocol.io/docs/quickstart) * [Building Your First MCP Server](https://modelcontextprotocol.io/docs/tutorials/first-server) * [MCP Server Development Guide](https://modelcontextprotocol.io/docs/server-development) ## MCP Server Legend ### Implementation Status | Symbol | Meaning | |--------|---------| | โญ | Official reference implementation by the MCP team | ### Programming Languages | Symbol | Language | |--------|----------| | | Python | | | TypeScript/JavaScript | | | Go | | | Rust | | | C# | | | Java | ### Deployment Model | Symbol | Type | Description | |--------|------|-------------| | ๐Ÿ  | Local | Runs on user's machine, interacts with local software | | โ˜๏ธ | Cloud | Connects to remote APIs and services | ### Platform Compatibility | Symbol | Platform | |--------|----------| | | macOS | | | Windows | | | Linux | ### Server Categories | Symbol | Category | |--------|----------| | ๐Ÿ“‚ | [File Systems](#file-systems) | | ๐Ÿ—„๏ธ | [Databases](#databases) | | ๐ŸŒ | [Web & Search](#web--search) | | ๐Ÿ”„ | [Version Control](#version-control) | | ๐Ÿ’ฌ | [Communication](#communication) | | ๐Ÿ–ฅ๏ธ | [Developer Tools](#developer-tools) | | ๐Ÿ“Š | [Monitoring](#monitoring) | | ๐Ÿง  | [Knowledge & Memory](#knowledge--memory) | | ๐Ÿ—บ๏ธ | [Location Services](#location-services) | | ๐ŸŽฎ | [Gaming](#gaming) | | ๐Ÿ’ฐ | [Finance](#finance) | | ๐Ÿ› ๏ธ | [Utilities](#utilities) | ## Server Implementations * ๐Ÿ“‚ - [File Systems](#file-systems) * ๐Ÿ—„๏ธ - [Databases](#databases) * ๐ŸŒ - [Web & Search](#web--search) * ๐Ÿ”„ - [Version Control](#version-control) * ๐Ÿ’ฌ - [Communication](#communication) * ๐Ÿ–ฅ๏ธ - [Developer Tools](#developer-tools) * ๐Ÿ“Š - [Monitoring](#monitoring) * ๐Ÿง  - [Knowledge & Memory](#knowledge--memory) * ๐Ÿ—บ๏ธ - [Location Services](#location-services) * ๐ŸŽฎ - [Gaming](#gaming) * ๐Ÿ’ฐ - [Finance](#finance) * ๐Ÿ› ๏ธ - [Utilities](#utilities) ### ๐Ÿ“‚ File Systems - [modelcontextprotocol/server-filesystem](https://github.com/modelcontextprotocol/server-filesystem) โญ ๐Ÿ  - Direct local file system access with configurable permissions - [modelcontextprotocol/server-google-drive](https://github.com/modelcontextprotocol/server-google-drive) โญ โ˜๏ธ - Google Drive integration for listing, reading, and searching files - [mark3labs/mcp-filesystem-server](https://github.com/mark3labs/mcp-filesystem-server) ๐Ÿ  - Golang implementation for local file system access - [hmk/box-mcp-server](https://github.com/hmk/box-mcp-server) โ˜๏ธ - Box integration for listing, reading and searching files - [mamertofabian/mcp-everything-search](https://github.com/mamertofabian/mcp-everything-search) ๐Ÿ  - Fast Windows file search using Everything SDK - [cyberchitta/llm-context.py](https://github.com/cyberchitta/llm-context.py) ๐Ÿ  - Share code context with LLMs via MCP or clipboard - [quarkiverse/quarkus-mcp-servers/filesystem](https://github.com/quarkiverse/quarkus-mcp-servers/filesystem) ๐Ÿ  - A filesystem allowing for browsing and editing files implemented in Java using Quarkus - [Xuanwo/mcp-server-opendal](https://github.com/Xuanwo/mcp-server-opendal) ๐Ÿ  โ˜๏ธ - Access any storage with Apache OpenDAL ### ๐Ÿ—„๏ธ Databases - [modelcontextprotocol/server-postgres](https://github.com/modelcontextprotocol/server-postgres) โญ ๐Ÿ  - PostgreSQL database integration with schema inspection and query capabilities - [modelcontextprotocol/server-sqlite](https://github.com/modelcontextprotocol/server-sqlite) โญ ๐Ÿ  - SQLite database operations with built-in analysis features - [aliyun/alibabacloud-tablestore-mcp-server](https://github.com/aliyun/alibabacloud-tablestore-mcp-server) โ˜๏ธ - MCP service for Tablestore with vector search capabilities - [cr7258/elasticsearch-mcp-server](https://github.com/cr7258/elasticsearch-mcp-server) ๐Ÿ  - MCP Server for Elasticsearch interaction - [domdomegg/airtable-mcp-server](https://github.com/domdomegg/airtable-mcp-server) โ˜๏ธ - Airtable database integration with schema inspection and CRUD capabilities - [LucasHild/mcp-server-bigquery](https://github.com/LucasHild/mcp-server-bigquery) โ˜๏ธ - BigQuery database integration with schema inspection and query capabilities - [ergut/mcp-bigquery-server](https://github.com/ergut/mcp-bigquery-server) โ˜๏ธ - Second (But with JS) BigQuery database integration with schema inspection and query capabilities - [c4pt0r/mcp-server-tidb](https://github.com/c4pt0r/mcp-server-tidb) โ˜๏ธ - TiDB database integration with schema inspection and query capabilities - [ClickHouse/mcp-clickhouse](https://github.com/ClickHouse/mcp-clickhouse) โ˜๏ธ - ClickHouse database integration with schema inspection and query capabilities - [get-convex/convex-backend](https://stack.convex.dev/convex-mcp-server) โ˜๏ธ - Convex database integration for table introspection and queries - [FreePeak/db-mcp-server](https://github.com/FreePeak/db-mcp-server) ๐Ÿ  - Multi-database MCP server supporting MySQL & PostgreSQL - [furey/mongodb-lens](https://github.com/furey/mongodb-lens) ๐Ÿ  - Full featured MCP Server for MongoDB Databases - [QuantGeekDev/mongo-mcp](https://github.com/QuantGeekDev/mongo-mcp) ๐Ÿ  - MongoDB integration for LLM database interaction - [neo4j-contrib/mcp-neo4j](https://github.com/neo4j-contrib/mcp-neo4j) ๐Ÿ  - Model Context Protocol with Neo4j - [niledatabase/nile-mcp-server](https://github.com/niledatabase/nile-mcp-server) โ˜๏ธ - MCP server for Nile's Postgres platform - [isaacwasserman/mcp-snowflake-server](https://github.com/isaacwasserman/mcp-snowflake-server) โ˜๏ธ - Snowflake integration with read/write operations - [sirmews/mcp-pinecone](https://github.com/sirmews/mcp-pinecone) โ˜๏ธ - Pinecone integration with vector search capabilities - [bytebase/dbhub](https://github.com/bytebase/dbhub) ๐Ÿ  - Universal database MCP server supporting mainstream databases - [xing5/mcp-google-sheets](https://github.com/xing5/mcp-google-sheets) โ˜๏ธ - Google Sheets integration for spreadsheet management - [rashidazarang/airtable-mcp](https://github.com/rashidazarang/airtable-mcp) - Connects AI tools directly to Airtable, allowing natural language queries, record creation, updates, deletions, and data migration. - [tradercjz/dolphindb-mcp-server](https://github.com/tradercjz/dolphindb-mcp-server) - DolphinDB database integration with schema inspection and query capabilities. - [felores/airtable-mcp](https://github.com/felores/airtable-mcp) โ˜๏ธ - Another Airtable MCP implementation - [ravenwits/mcp-server-arangodb](https://github.com/ravenwits/mcp-server-arangodb) โ˜๏ธ - MCP Server for ArangoDB database - [calvernaz/alphavantage](https://github.com/calvernaz/alphavantage) โ˜๏ธ - AlphaVantage stock market data API - [edwinbernadus/nocodb-mcp-server](https://github.com/edwinbernadus/nocodb-mcp-server) โ˜๏ธ - MCP Server for NocoDB database ### ๐ŸŒ Web & Search - [modelcontextprotocol/server-brave-search](https://github.com/modelcontextprotocol/server-brave-search) โญ โ˜๏ธ - Web search capabilities using Brave's Search API - [modelcontextprotocol/server-fetch](https://github.com/modelcontextprotocol/server-fetch) โญ โ˜๏ธ - Efficient web content fetching and processing - [modelcontextprotocol/server-puppeteer](https://github.com/modelcontextprotocol/server-puppeteer) โญ ๐Ÿ  - Browser automation for web scraping and interaction - [ac3xx/mcp-servers-kagi](https://github.com/ac3xx/mcp-servers-kagi) โ˜๏ธ - Kagi search API integration - [exa-labs/exa-mcp-server](https://github.com/exa-labs/exa-mcp-server) โญ โ˜๏ธ - Exa AI Search API integration - [executeautomation/mcp-playwright](https://github.com/executeautomation/mcp-playwright) ๐Ÿ  - Browser automation and webscraping with Playwright - [pskill9/web-search](https://github.com/pskill9/web-search) ๐Ÿ  - Free web searching using Google search results - [nickclyde/duckduckgo-mcp-server](https://github.com/nickclyde/duckduckgo-mcp-server) โ˜๏ธ - Web search using DuckDuckGo - [vectorize-io/vectorize-mcp-server](https://github.com/vectorize-io/vectorize-mcp-server/) โ˜๏ธ - Advanced retrieval and Private Deep Research - [apify/mcp-server-rag-web-browser](https://github.com/apify/mcp-server-rag-web-browser) โ˜๏ธ - Web searches, URL scraping, and Markdown content return - [openbnb-org/mcp-server-airbnb](https://github.com/openbnb-org/mcp-server-airbnb) โ˜๏ธ - Search Airbnb and get listing details - [pyroprompts/any-chat-completions-mcp](https://github.com/pyroprompts/any-chat-completions-mcp) โ˜๏ธ - Interact with any OpenAI SDK Compatible Chat Completions API - [quickchart/quickchart-mcp-server](https://github.com/quickchart/quickchart-mcp-server) โ˜๏ธ - QuickChart API integration for generating images of charts - [mcp/aws-kb-retrieval-server](https://hub.docker.com/r/mcp/aws-kb-retrieval-server) โญ โ˜๏ธ - MCP server for retrieving information from the AWS Knowledge Base using the Bedrock Agent Runtime ### ๐Ÿ”„ Version Control - [modelcontextprotocol/server-github](https://github.com/modelcontextprotocol/server-github) โญ โ˜๏ธ - Repository management, file operations, and GitHub API integration - [modelcontextprotocol/server-gitlab](https://github.com/modelcontextprotocol/server-gitlab) โญ โ˜๏ธ - GitLab API, enabling project management - [modelcontextprotocol/server-git](https://github.com/modelcontextprotocol/server-git) โญ ๐Ÿ  - Tools to read, search, and manipulate Git repositories ### ๐Ÿ’ฌ Communication - [lharries/whatsapp-mcp](https://github.com/lharries/whatsapp-mcp) ๐Ÿ  - WhatsApp integration for searching messages, contacts, and sending messages via WhatsApp Web API - [modelcontextprotocol/server-slack](https://github.com/modelcontextprotocol/server-slack) โญ โ˜๏ธ - Slack workspace integration for channel management and messaging - [hannesrudolph/imessage-query-fastmcp-mcp-server](https://github.com/hannesrudolph/imessage-query-fastmcp-mcp-server) ๐Ÿ  - Safe access to iMessage database - [carterlasalle/mac_messages_mcp](https://github.com/carterlasalle/mac_messages_mcp) ๐Ÿ  - iMessage interface with sending/receiving capabilities - [MarkusPfundstein/mcp-gsuite](https://github.com/MarkusPfundstein/mcp-gsuite) โ˜๏ธ - Integration with Gmail and Google Calendar - [adhikasp/mcp-twikit](https://github.com/adhikasp/mcp-twikit) โ˜๏ธ - Interact with Twitter search and timeline - [elie222/inbox-zero](https://github.com/elie222/inbox-zero/tree/main/apps/mcp-server) โ˜๏ธ - Email management with follow-up detection - [AbdelStark/nostr-mcp](https://github.com/AbdelStark/nostr-mcp) โ˜๏ธ - Nostr protocol integration for posting notes ### ๐Ÿ–ฅ๏ธ Developer Tools - [GLips/Figma-Context-MCP](https://github.com/GLips/Figma-Context-MCP) ๐Ÿ  - Figma data access for design implementation - [rohitg00/kubectl-mcp-server](https://github.com/rohitg00/kubectl-mcp-server) ๐Ÿ  - Kubernetes management and operations - [QuantGeekDev/docker-mcp](https://github.com/QuantGeekDev/docker-mcp) ๐Ÿ  - Docker container management and operations - [r-huijts/xcode-mcp-server](https://github.com/r-huijts/xcode-mcp-server) ๐Ÿ  - Xcode integration for project management - [snaggle-ai/openapi-mcp-server](https://github.com/snaggle-ai/openapi-mcp-server) ๐Ÿ  - Connect any HTTP/REST API using OpenAPI specs - [jetbrains/mcpProxy](https://github.com/JetBrains/mcpProxy) โญ ๐Ÿ  - Connect to JetBrains IDE - [tumf/mcp-text-editor](https://github.com/tumf/mcp-text-editor) ๐Ÿ  - Line-oriented text file editor optimized for LLMs - [ferrislucas/iterm-mcp](https://github.com/ferrislucas/iterm-mcp) ๐Ÿ  - iTerm terminal access and command execution - [g0t4/mcp-server-commands](https://github.com/g0t4/mcp-server-commands) ๐Ÿ  - Run any command with secure execution - [jasonjmcghee/claude-debugs-for-you](https://github.com/jasonjmcghee/claude-debugs-for-you) ๐Ÿ  - Automatic debugging via breakpoints - [sooperset/mcp-atlassian](https://github.com/sooperset/mcp-atlassian) โ˜๏ธ - Interact with Atlassian Cloud products (Confluence and Jira) - [rishikavikondala/mcp-server-aws](https://github.com/rishikavikondala/mcp-server-aws) โ˜๏ธ - Perform operations on AWS resources - [Vortiago/mcp-azure-devops](https://github.com/Vortiago/mcp-azure-devops) โ˜๏ธ - Bridge to Azure DevOps services - [TencentEdgeOne/edgeone-pages-mcp](https://github.com/TencentEdgeOne/edgeone-pages-mcp) ๐Ÿ  - An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL. ### ๐Ÿ“Š Monitoring - [modelcontextprotocol/server-sentry](https://github.com/modelcontextprotocol/server-sentry) โญ โ˜๏ธ - Sentry.io integration for error tracking - [MindscapeHQ/mcp-server-raygun](https://github.com/MindscapeHQ/mcp-server-raygun) โ˜๏ธ - Raygun API integration for crash reporting - [grafana/mcp-grafana](https://github.com/grafana/mcp-grafana) โญ โ˜๏ธ - Search dashboards and query datasources in Grafana - [pydantic/logfire-mcp](https://github.com/pydantic/logfire-mcp) โญ โ˜๏ธ - Access to OpenTelemetry traces and metrics - [seekrays/mcp-monitor](https://github.com/seekrays/mcp-monitor) ๐Ÿ  - System monitoring for CPU, memory, disk, and network ### ๐Ÿง  Knowledge & Memory - [modelcontextprotocol/server-memory](https://github.com/modelcontextprotocol/server-memory) โญ ๐Ÿ  - Knowledge graph-based persistent memory system - [CheMiguel23/MemoryMesh](https://github.com/CheMiguel23/MemoryMesh) ๐Ÿ  - Enhanced graph-based memory for AI role-play - [topoteretes/cognee](https://github.com/topoteretes/cognee/tree/dev/cognee-mcp) ๐Ÿ  - Memory manager with various graph and vector stores - [hannesrudolph/mcp-ragdocs](https://github.com/hannesrudolph/mcp-ragdocs) ๐Ÿ  - Documentation retrieval through vector search - [kaliaboi/mcp-zotero](https://github.com/kaliaboi/mcp-zotero) โ˜๏ธ - Zotero Cloud integration for research collections - [graphlit/graphlit-mcp-server](https://github.com/graphlit/graphlit-mcp-server) โ˜๏ธ - Knowledge retrieval from Slack, Discord, and more - [calclavia/mcp-obsidian](https://github.com/calclavia/mcp-obsidian) ๐Ÿ  - Read and search through your Obsidian vault or any directory containing Markdown notes - [vivekVells/mcp-pandoc](https://github.com/vivekVells/mcp-pandoc) ๐Ÿ  - Seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX, CSV and more ### ๐Ÿ—บ๏ธ Location Services - [modelcontextprotocol/server-google-maps](https://github.com/modelcontextprotocol/server-google-maps) โญ โ˜๏ธ - Google Maps integration for location services - [SecretiveShell/MCP-timeserver](https://github.com/SecretiveShell/MCP-timeserver) ๐Ÿ  - Access time in any timezone - [webcoderz/MCP-Geo](https://github.com/webcoderz/MCP-Geo) ๐Ÿ  - Geocoding server for nominatim, ArcGIS, Bing - [briandconnelly/mcp-server-ipinfo](https://github.com/briandconnelly/mcp-server-ipinfo) โ˜๏ธ - IP geolocation and network information - [jjsantos01/qgis_mcp](https://github.com/jjsantos01/qgis_mcp) ๐Ÿ  - QGIS Desktop integration for geospatial analysis - [sunsetcoder/flightradar24-mcp-server](https://github.com/sunsetcoder/flightradar24-mcp-server) โ˜๏ธ - Track flights in real-time, get arrival/departure times, view airport flight statuses, and monitor emergency flights - [ProgramComputer/NASA-MCP-server](https://github.com/ProgramComputer/NASA-MCP-server) โ˜๏ธ - Access to a unified gateway of NASA's data sources including APOD, NEO, EPIC, GIBS - [KyrieTangSheng/mcp-server-nationalparks](https://github.com/KyrieTangSheng/mcp-server-nationalparks) โ˜๏ธ - Up-to-date information on U.S. National Parks details, alerts, visitor centers, campgrounds, hiking trails, and events - [r-huijts/ns-mcp-server](https://github.com/r-huijts/ns-mcp-server) โ˜๏ธ - Access to Dutch Railways (NS) real-time travel information and disruptions via the official NS API - [r-huijts/rijksmuseum-mcp](https://github.com/r-huijts/rijksmuseum-mcp) โ˜๏ธ - Interface with the Rijksmuseum API to search artworks, retrieve details, access image tiles, and explore collections ### ๐ŸŽฎ Gaming - [Coding-Solo/godot-mcp](https://github.com/Coding-Solo/godot-mcp) ๐Ÿ  - Godot game engine interaction - [rishijatia/fantasy-pl-mcp](https://github.com/rishijatia/fantasy-pl-mcp/) โ˜๏ธ - Fantasy Premier League data and analysis - [CoderGamester/mcp-unity](https://github.com/CoderGamester/mcp-unity) ๐Ÿ  - Unity3D Game Engine integration - [sawa-zen/vrchat-mcp](https://github.com/sawa-zen/vrchat-mcp) ๐Ÿ  - VRChat API interaction for friends, worlds, and avatars - [varunneal/spotify-mcp](https://github.com/varunneal/spotify-mcp) โ˜๏ธ - Allows an LLM to control and use Spotify ### ๐Ÿ’ฐ Finance - [base/base-mcp](https://github.com/base/base-mcp) โญ โ˜๏ธ - Base Network and Coinbase API integration - [QuantGeekDev/coincap-mcp](https://github.com/QuantGeekDev/coincap-mcp) โ˜๏ธ - Cryptocurrency market data via CoinCap - [anjor/coinmarket-mcp-server](https://github.com/anjor/coinmarket-mcp-server) โ˜๏ธ - Coinmarket API for crypto listings - [berlinbra/alpha-vantage-mcp](https://github.com/berlinbra/alpha-vantage-mcp) โ˜๏ธ - Alpha Vantage API for stock and crypto data - [mcpdotdirect/evm-mcp-server](https://github.com/mcpdotdirect/evm-mcp-server) โ˜๏ธ - Blockchain services for 30+ EVM networks - [bankless/onchain-mcp](https://github.com/Bankless/onchain-mcp/) โ˜๏ธ - Bankless Onchain API for smart contracts - [GoPlausible/algorand-mcp](https://github.com/GoPlausible/algorand-mcp) โ˜๏ธ - Comprehensive tools for interacting with Algorand blockchain ### ๐Ÿ› ๏ธ Utilities - [githejie/mcp-server-calculator](https://github.com/githejie/mcp-server-calculator) ๐Ÿ  - Calculator for precise numerical calculations - [isaacwasserman/mcp-vegalite-server](https://github.com/isaacwasserman/mcp-vegalite-server) ๐Ÿ  - Generate visualizations from data - [anaisbetts/mcp-youtube](https://github.com/anaisbetts/mcp-youtube) โ˜๏ธ - Fetch YouTube subtitles - [Seym0n/tiktok-mcp](https://github.com/Seym0n/tiktok-mcp) โ˜๏ธ - TikTok integration for post details and subtitles - [vivekVells/mcp-pandoc](https://github.com/vivekVells/mcp-pandoc) ๐Ÿ  - Document format conversion using Pandoc - [PV-Bhat/vibe-check-mcp-server](https://github.com/PV-Bhat/vibe-check-mcp-server) ๐Ÿ  - Prevents cascading errors with "Vibe-check" agent - [mrexodia/user-feedback-mcp](https://github.com/mrexodia/user-feedback-mcp) ๐Ÿ  - Human-in-the-loop workflow for AI tools - [gotoolkits/mcp-difyworkflow-server](https://github.com/gotoolkits/mcp-difyworkflow-server) โ˜๏ธ - Query and execute Dify workflows - [Omar-v2/mcp-ical](https://github.com/Omar-v2/mcp-ical) ๐Ÿ  - Interact with MacOS Calendar through natural language - [scorzeth/anki-mcp-server](https://github.com/scorzeth/anki-mcp-server) ๐Ÿ  - Interact with Anki decks and cards - [Simon-Kansara/ableton-live-mcp-server](https://github.com/Simon-Kansara/ableton-live-mcp-server) ๐Ÿ  - Control Ableton Live - [nickbaumann98/everart-forge-mcp](https://github.com/nickbaumann98/everart-forge-mcp) โ˜๏ธ - AI image generation using various models - [21st-dev/magic-mcp](https://github.com/21st-dev/magic-mcp) ๐Ÿ  - Create beautiful, modern UI components instantly through natural language descriptions - [kw510/strava-mcp](https://github.com/kw510/strava-mcp) โ˜๏ธ - Strava API integration for activity tracking and analysis ## Frameworks - [hannesrudolph/fastmcp](https://github.com/hannesrudolph/fastmcp) - Python framework for building MCP servers with FastAPI - [microsoft/mcp.net](https://github.com/microsoft/mcp.net) - .NET library for building MCP servers - [modelcontextprotocol/mcpjs](https://github.com/modelcontextprotocol/mcpjs) - JavaScript/TypeScript framework for building MCP servers - [quarkiverse/quarkus-mcp-servers](https://github.com/quarkiverse/quarkus-mcp-servers) - Java framework for building MCP servers with Quarkus - [modelcontextprotocol/mcpy](https://github.com/modelcontextprotocol/mcpy) - Python library for building MCP servers ## Utilities - [modelcontextprotocol/mcp-cli](https://github.com/modelcontextprotocol/mcp-cli) โญ - Command-line tool for testing MCP servers - [modelcontextprotocol/mcp-proxy](https://github.com/modelcontextprotocol/mcp-proxy) โญ - Proxy for debugging MCP server interactions - [modelcontextprotocol/mcp-playground](https://github.com/modelcontextprotocol/mcp-playground) โญ - Web-based playground for testing MCP servers ## Contributing Please read [CONTRIBUTING.md](CONTRIBUTING.md) for details on how to add or update MCP servers in this list. ## License [![CC0](https://mirrors.creativecommons.org/presskit/buttons/88x31/svg/cc-zero.svg)](https://creativecommons.org/publicdomain/zero/1.0/)