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Model Context Protocol Directory

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The Model Context Protocol (MCP) is an open standard for AI model communication.
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MCP Servers

Browse and discover Model Context Protocol compatible servers

Documentation

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AI servers

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  • rust-docs-mcp-server

    270

    🦀 Prevents outdated Rust code suggestions from AI assistants. This MCP server fetches current crate docs, uses embeddings/LLMs, and provides accurate context via a tool call.

    Rust

  • osp_marketing_tools

    264

    This repository offers marketing tools for LLMs, based on Open Strategy Partners' methodologies and the Model Context Protocol, to create value maps, taglines, position statements, and more for effective product communication.

    Python

  • Observal

    250

    Observal is an observability platform and local registry for MCPs, hooks, skills, graphRAGs and more!

    Python

  • mcp-telegram

    244

    MCP Server for Telegram

    Python

  • PIXRA

    239

    Pixelize the real world on-chain

    Java

  • Google-Search-MCP-Server

    237

    MCP Server built for use with VS Code / Cline / Anthropic - enable google search and ability to follow links and research websites

    TypeScript

  • xiyan_mcp_server

    232

    XiYan MCP Server is a Model Context Protocol server enabling natural language queries to databases, powered by XiYan-SQL, a state-of-the-art text-to-SQL system on open benchmarks. It offers various resources, including

    Python

  • wikipedia-mcp

    231

    A Model Context Protocol (MCP) server that retrieves information from Wikipedia to provide context to LLMs.

    Python

  • mcp-compass

    229

    MCP Compass is a discovery and recommendation service that helps AI assistants find and understand Model Context Protocol servers using natural language queries. It simplifies discovering the right tools for specific tasks.

    JavaScript

  • human-in-the-loop

    223

    An MCP (Model Context Protocol) server that allows AI assistants to ask questions to humans via Discord.

    Rust

  • uber-eats-mcp-server

    217

    This repository provides a proof-of-concept MCP server built on top of Uber Eats, enabling seamless integration between LLM applications and external tools using the Model Context Protocol. This repository provides

    Python

  • mcp_code_executor

    214

    The MCP Code Executor is an MCP server that enables LLMs to execute Python code within a specified Conda environment, allowing them to leverage libraries and dependencies for enhanced functionality.

    JavaScript

  • mcp-server-rag-web-browser

    204

    This repository implements an MCP server for the RAG Web Browser Actor, enabling fast web interaction for AI agents by sending search queries and receiving extracted web content.

    JavaScript

  • facebook-ads-library-mcp

    203

    MCP Server for Facebook ADs Library - Get instant answers from FB's ad library

    Python

  • mcp-server-wazuh

    196

    MCP Server for Wazuh SIEM

    Rust
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