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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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  • 12306-mcp

    926

    This is a 12306 ticket search server based on the Model Context Protocol (MCP).

    JavaScript

  • mcp-knowledge-graph

    864

    This repository provides a knowledge graph memory server, a fork of the original Memory Server, that allows Claude to remember user information across chats using local, persistent storage with customizable memory paths.

    JavaScript

  • heurist-agent-framework

    817

    The Heurist Agent Framework is a modular AI agent platform enabling interaction across multiple platforms like Telegram, Discord, and REST API, with features including image generation, voice processing, and access

    Python

  • bytechef

    772

    Open-source, low-code, extendable API integration & workflow automation platform. Integrate your organization or your SaaS product with any third party API

    Java

  • mcp

    768

    The Hyperbrowser MCP Server provides tools for web scraping, data extraction, and crawling, offering access to browser agents like OpenAI's CUA and Anthropic's Claude Computer Use. It supports the Model Context Protocol.

    TypeScript

  • llm-functions

    756

    This repository enables building LLM tools and agents using Bash, JavaScript, and Python, leveraging function calling to connect LLMs to custom code for tasks like system commands and API interactions.

    Shell

  • awesome-mcp-servers

    737

    A comprehensive collection of Model Context Protocol (MCP) servers

  • just-prompt

    733

    just-prompt is an MCP server that provides a unified interface to top LLM providers (OpenAI, Anthropic, Google Gemini, Groq, DeepSeek, and Ollama)

    Python

  • mcp-nixos

    671

    MCP-NixOS - Model Context Protocol Server for NixOS resources

    HTML

  • wren-engine

    660

    Wren Engine is a semantic engine designed for MCP clients and AI agents, enabling accurate data understanding and retrieval within complex enterprise environments, including trusted calculations and reporting.

    Java

  • evo-ai

    598

    Evo AI is an open-source platform for creating and managing AI agents, enabling integration with different AI models and services.

    TypeScript

  • line-bot-mcp-server

    598

    MCP server that integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account.

    TypeScript

  • mcp-server-data-exploration

    542

    MCP Server is a tool for interactive data exploration, acting as a personal data scientist assistant. It turns datasets into actionable insights, allowing users to explore data with specified topics

    Python

  • mcp-youtube

    527

    This repository uses yt-dlp to download YouTube subtitles and connects them to claude.ai via the Model Context Protocol, allowing Claude to summarize YouTube videos when prompted with the video URL.

    JavaScript

  • docfork-mcp

    487

    @latest docs for 9000+ libraries in your AI code editor, with a single MCP.

    JavaScript
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