Awesome MCP Servers

A curated list of awesome Model Context Protocol (MCP) servers.

• What is MCP?
• Clients
• Server Implementations
• Tutorials
• Community

What is MCP?

MCP 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

Explore applications that support MCP integrations:

• Claude Desktop App - Full support for all MCP features
• Continue - Open-source AI code assistant with MCP support
• Cursor - AI code editor with tool support
• And many more at modelcontextprotocol.io/clients

Server Implementations

Note

Browse our web-based directory for an interactive experience.

Legend

• 🎖️ – official implementation
• Programming language
  • 🐍 – Python codebase
  • 📇 – TypeScript codebase
  • 🏎️ – Go codebase
  • 🦀 – Rust codebase
  • #️⃣ - C# Codebase
  • ☕ - Java codebase
• Scope
  • ☁️ - Cloud Service
  • 🏠 - Local Service
• Operating system
  • 🍎 – For macOS
  • 🪟 – For Windows
  • 🐧 - For Linux

Browser Automation

Web content access and automation capabilities. Enables searching, scraping, and processing web content in AI-friendly formats.

• @modelcontextprotocol/server-puppeteer 📇 🏠 - Browser automation for web scraping and interaction
• @kimtaeyoon83/mcp-server-youtube-transcript 📇 ☁️ - Fetch YouTube subtitles and transcripts for AI analysis

Art & Culture

Access and explore art collections, cultural heritage, and museum databases. Enables AI models to search and analyze artistic and cultural content.

• r-huijts/rijksmuseum-mcp 📇 ☁️ - Rijksmuseum API integration for artwork search, details, and collections

Cloud Platforms

Cloud platform service integration. Enables management and interaction with cloud infrastructure and services.

• Cloudflare MCP Server 🎖️ 📇 ☁️ - Integration with Cloudflare services including Workers, KV, R2, and D1
• Kubernetes MCP Server 🏎️ ☁️/🏠 - Kubernetes cluster operations through MCP

Command Line

Run commands, capture output and otherwise interact with shells and command line tools.

• g0t4/mcp-server-commands 📇 🏠 - Run any command with run_command and run_script tools

Communication

Integration with communication platforms for message management and channel operations. Enables AI models to interact with team communication tools.

• @modelcontextprotocol/server-slack 📇 ☁️ - Slack workspace integration for channel management and messaging

Databases

Secure database access with schema inspection capabilities. Enables querying and analyzing data with configurable security controls including read-only access.

• SQLite database integration 🐍 🏠 - SQLite database access for local data storage and querying
• PostgreSQL with pgvector 🏎️ ☁️ - PostgreSQL with pgvector extension for vector embeddings and similarity search

Tutorials

• Model Context Protocol (MCP) Quickstart
• Claude MCP Installation Guide

Development

Maintenance Scripts

The project includes scripts to help maintain server data quality:

• GitHub Stats Update: Fetches stars, forks, and update times from GitHub repositories

  node scripts/update-github-stats.js

• Category Count Update: Updates category counts based on server distribution

  node scripts/update-category-counts.js

• To run both scripts in sequence:

  node scripts/update-github-stats.js && node scripts/update-category-counts.js

Note: GitHub API requests are rate-limited. For higher limits, set a GitHub token:

export GITHUB_TOKEN=your_github_token_here
node scripts/update-github-stats.js

Community

• Official MCP Website
• Discord Server