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Open-Source MCP servers

Production-ready MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services.

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6,032 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • MCP Server Example

    alejandro-ao
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    An educational implementation of a Model Context Protocol server that demonstrates how to build a functional MCP server for integrating with various LLM clients like Claude Desktop.
    Last updated -
    1
    88
    Python
    MIT License
    • Apple
    • Linux

  • MCP AI Chat LangChain

    badrinathvm
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    A basic Model Context Protocol server implementation that demonstrates core functionality including tools and resources for AI chat applications.
    Last updated -
    Python

  • Documentation MCP Server

    sagacious-satadru
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    A server that enables Claude to search and access documentation from popular libraries like LangChain, LlamaIndex, and OpenAI directly within conversations.
    Last updated -
    1
    Python

  • MPC Docs Server

    joaowinderfeldbussolotto
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    A simple Model Context Protocol server that enables searching and retrieving relevant documentation snippets from Langchain, Llama Index, and OpenAI official documentation.
    Last updated -
    Python
    • Apple
    • Linux

  • Hippycampus MCP Server

    cromwellian
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    A LangChain-based server that supports dynamic loading of OpenAPI specifications and enables natural language interaction with web services through Server-Sent Events (SSE) transport.
    Last updated -
    13
    Python
    MIT License

  • Documentation Retrieval MCP Server (DOCRET)

    Sreedeep-SS
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    An MCP server that enables AI assistants to access up-to-date documentation for Python libraries like LangChain, LlamaIndex, and OpenAI through dynamic fetching from official sources.
    Last updated -
    1
    Python
    MIT License

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  • Model Context Protocol Server

    arkeodev
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    Provides a standardized protocol for tool invocation, enabling an AI system to search the web, retrieve information, and provide relevant answers through integration with LangChain, RAG, and Ollama.
    Last updated -
    Python
    MIT License

  • Library Docs MCP Server

    vikramdse
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    An MCP server that fetches real-time documentation for popular libraries like Langchain, Llama-Index, MCP, and OpenAI, allowing LLMs to access updated library information beyond their knowledge cut-off dates.
    Last updated -
    Python

  • mcp-server-ollama-deep-researcher

    Cam10001110101
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    This is a Model Context Protocol (MCP) server adaptation of LangChain Ollama Deep Researcher. It provides the deep research capabilities as MCP tools that can be used within the model context protocol ecosystem, allowing AI assistants to perform in-depth research on topics (locally) via Ollama
    Last updated -
    3
    13
    Python
    MIT License
    • Apple
    • Linux

  • Stock Market Research Assistant

    kvssankar
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    So I tried out this cool tool I saw in a LinkedIn post https://openapitools.com All you need is your API schema (OpenAPI/Swagger), and it automatically generates an MCP schema for you. You can then drop it straight into Claude Desktop (or Cursor, LangChain, etc.) and instantly start chatting with
    Last updated -
    1
    Python

  • MCP LLMS-TXT Documentation Server

    langchain-ai
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    An MCP server that provides tools to load and fetch documentation from any llms.txt source, giving users full control over context retrieval for LLMs in IDE agents and applications.
    Last updated -
    177
    Python
    MIT License
    • Apple

  • Model Context Protocol (MCP) Server

    hideya
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    This server facilitates the invocation of AI models from providers like Anthropic, OpenAI, and Groq, enabling users to manage and configure large language model interactions seamlessly.
    Last updated -
    9
    Python
    MIT License

  • Math Expression MCP Server

    eriktilio
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    A tool server that processes mathematical expressions via Multi-Chain Protocol (MCP), allowing LLMs to solve math problems through tool integration.
    Last updated -
    Python
    MIT License