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

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  • mcp-server-data-exploration

    545

    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

    540

    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

    488

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

    JavaScript
  • mcpadapt

    423

    MCPAdapt unlocks access to 650+ Model Context Protocol (MCP) servers for agentic frameworks, enabling seamless integration of diverse data and tools into workflows. It supports frameworks like Langchain, CrewAI, and Smolagents.

    Python
  • mcp-reddit

    419

    This repository hosts an MCP server designed to fetch and analyze Reddit content, including hot threads and detailed post information from various subreddits. This repository hosts an MCP server designed

    Python
  • mcp-graphql

    407

    The mcp-graphql repository provides a Model Context Protocol server that enables LLMs to interact with GraphQL APIs by offering schema introspection and query execution capabilities, facilitating dynamic API usage.

    TypeScript
  • mcp-server

    393

    This repository hosts the E2B MCP server, enabling code interpreting capabilities for the Claude Desktop app through the E2B Sandbox, available in JavaScript and Python editions. This repository hosts the

    JavaScript
  • mcp-hfspace

    388

    This repository provides an MCP server that connects Claude Desktop to Hugging Face Spaces, enabling functionalities like image generation with minimal setup by specifying desired spaces and a working directory.

    TypeScript
  • hermes-mcp

    370

    Elixir Model Context Protocol (MCP) SDK

    Elixir
  • MemoryMesh

    350

    MemoryMesh is a knowledge graph server for AI models, ideal for text-based RPGs and interactive storytelling, helping AI maintain consistent, structured memory across conversations for richer interactions. MemoryMesh is a

    TypeScript
  • deepseek-mcp-server

    349

    The DeepSeek MCP Server enables anonymous use of the DeepSeek API with MCP-compatible applications like Claude Desktop, acting as a proxy and integrating seamlessly with a simple configuration.

    JavaScript
  • mcp-server-apple-shortcuts

    342

    This repository provides an MCP server enabling AI assistants like Claude to control Apple Shortcuts on macOS, allowing them to list and run shortcuts for safe and controlled automation.

    JavaScript
  • mcp

    336

    Catalog of official Microsoft MCP (Model Context Protocol) server implementations for AI-powered data access and tool integration

  • mcp-llm-bridge

    333

    This repository provides a bridge connecting Model Context Protocol (MCP) servers to OpenAI-compatible LLMs, enabling the use of MCP-compliant tools with models like GPT-4o through a standardized interface.

    Python
  • hass-mcp

    316

    Hass-MCP is a Model Context Protocol server that integrates Home Assistant with AI assistants like Claude, enabling them to query, control, and summarize smart home devices and automations.

    Python
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