Model Context Protocol servers

This repository is a collection of reference implementations for the Model Context Protocol (MCP), as well as references to community built servers and additional resources.

The servers in this repository showcase the versatility and extensibility of MCP, demonstrating how it can be used to give Large Language Models (LLMs) secure, controlled access to tools and data sources. Each MCP server is implemented with either the Typescript MCP SDK or Python MCP SDK.

🌟 Reference Servers

These servers aim to demonstrate MCP features and the Typescript and Python SDK.

AWS KB Retrieval - Retrieval from AWS Knowledge Base using Bedrock Agent Runtime
Brave Search - Web and local search using Brave's Search API
EverArt - AI image generation using various models
Fetch - Web content fetching and conversion for efficient LLM usage
Filesystem - Secure file operations with configurable access controls
Git - Tools to read, search, and manipulate Git repositories
GitHub - Repository management, file operations, and GitHub API integration
GitLab - GitLab API, enabling project management
Google Drive - File access and search capabilities for Google Drive
Google Maps - Location services, directions, and place details
Memory - Knowledge graph-based persistent memory system
PostgreSQL - Read-only database access with schema inspection
Puppeteer - Browser automation and web scraping
Sentry - Retrieving and analyzing issues from Sentry.io
Sequential Thinking - Dynamic and reflective problem-solving through thought sequences
Slack - Channel management and messaging capabilities
Sqlite - Database interaction and business intelligence capabilities

🤝 Third-Party Servers

🎖️ Official Integrations

Official integrations are maintained by companies building production ready MCP servers for their platforms.

Cloudflare - Deploy, configure & interrogate your resources on the Cloudflare developer platform (e.g. Workers/KV/R2/D1)
Raygun - Interact with your crash reporting and real using monitoring data on your Raygun account
E2B - Run code in secure sandboxes hosted by E2B
Neon - Interact with the Neon serverless Postgres platform
Tinybird - Interact with Tinybird serverless ClickHouse platform
Search1API - One API for Search, Crawling, and Sitemaps
Qdrant - Implement semantic memory layer on top of the Qdrant vector search engine

🌎 Community Servers

A growing set of community-developed and maintained servers demonstrates various applications of MCP across different domains.

Note: Community servers are untested and should be used at your own risk. They are not affiliated with or endorsed by Anthropic.

MCP Installer - This server is a server that installs other MCP servers for you.
Spotify MCP - This MCP allows an LLM to play and use Spotify.
Inoyu - Interact with an Apache Unomi CDP customer data platform to retrieve and update customer profiles
MySQL - MySQL database integration with configurable access controls and schema inspection
BigQuery (by LucasHild) - This server enables LLMs to inspect database schemas and execute queries on BigQuery.
BigQuery (by ergut) - Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities
Todoist - Interact with Todoist to manage your tasks.
Tavily search - An MCP server for Tavily's search & news API, with explicit site inclusions/exclusions
Linear - Allows LLM to interact with Linear's API for project management, including searching, creating, and updating issues.
Playwright MCP - This MCP Server will help you run browser automation and webscraping using Playwright
AWS - Perform operations on your AWS resources using an LLM
LlamaCloud (by marcusschiesser) - Integrate the data stored in a managed index on LlamaCloud
Any Chat Completions - Interact with any OpenAI SDK Compatible Chat Completions API like OpenAI, Perplexity, Groq, xAI and many more.
Windows CLI - MCP server for secure command-line interactions on Windows systems, enabling controlled access to PowerShell, CMD, and Git Bash shells.
OpenRPC - Interact with and discover JSON-RPC APIs via OpenRPC.

📚 Resources

Additional resources on MCP.

Awesome MCP Servers by punkpeye - A curated list of MCP servers by Frank Fiegel
Awesome MCP Servers by wong2 - A curated list of MCP servers by wong2
Awesome MCP Servers by appcypher - A curated list of MCP servers by Stephen Akinyemi
mcp-get - Command line tool for installing and managing MCP servers by Michael Latman
mcp-cli - A CLI inspector for the Model Context Protocol by wong2

🚀 Getting Started

Using MCP Servers in this Repository

Typescript-based servers in this repository can be used directly with npx.

For example, this will start the Memory server:

npx -y @modelcontextprotocol/server-memory

Python-based servers in this repository can be used directly with uvx or pip. uvx is recommended for ease of use and setup.

For example, this will start the Git server:

# With uvx
uvx mcp-server-git

# With pip
pip install mcp-server-git
python -m mcp_server_git

Follow these instructions to install uv / uvx and these to install pip.

Using an MCP Client

However, running a server on its own isn't very useful, and should instead be configured into an MCP client. For example, here's the Claude Desktop configuration to use the above server:

{
  "mcpServers": {
    "memory": {
      "command": "npx",
      "args": ["-y", "@modelcontextprotocol/server-memory"]
    }
  }
}

Additional examples of using the Claude Desktop as an MCP client might look like:

{
  "mcpServers": {
    "filesystem": {
      "command": "npx",
      "args": ["-y", "@modelcontextprotocol/server-filesystem", "/path/to/allowed/files"]
    },
    "git": {
      "command": "uvx",
      "args": ["mcp-server-git", "--repository", "path/to/git/repo"]
    },
    "github": {
      "command": "npx",
      "args": ["-y", "@modelcontextprotocol/server-github"],
      "env": {
        "GITHUB_PERSONAL_ACCESS_TOKEN": "<YOUR_TOKEN>"
      }
    },
    "postgres": {
      "command": "npx",
      "args": ["-y", "@modelcontextprotocol/server-postgres", "postgresql://localhost/mydb"]
    }
  }
}

🛠️ Creating Your Own Server

Interested in creating your own MCP server? Visit the official documentation at modelcontextprotocol.io for comprehensive guides, best practices, and technical details on implementing MCP servers.

🤝 Contributing

See CONTRIBUTING.md for information about contributing to this repository.

🔒 Security

See SECURITY.md for reporting security vulnerabilities.

📜 License

This project is licensed under the MIT License - see the LICENSE file for details.

💬 Community

GitHub Discussions

⭐ Support

If you find MCP servers useful, please consider starring the repository and contributing new servers or improvements!

Managed by Anthropic, but built together with the community. The Model Context Protocol is open source and we encourage everyone to contribute their own servers and improvements!

dancomanlive/servers