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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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9,482 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Word of the Day MCP Server

    Traves-Theberge
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    Provides comprehensive word definitions, pronunciations, meanings, and examples for any English word using the Free Dictionary API. Includes a random word-of-the-day feature with difficulty levels for vocabulary building.
    Last updated -
    2
    MIT License

  • Prompt-Optimizer-MCP-for-LLMs

    Mahad-007
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    A Model Context Protocol (MCP) server that provides intelligent tools for optimizing and scoring LLM prompts using deterministic heuristics.
    Last updated -
    MIT License

  • In Memoria

    pi22by7
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    Persistent memory and pattern learning for AI coding assistants via MCP.
    Last updated -
    341
    62
    MIT License
    • Apple
    • Linux

  • llms-txt-mcp

    tenequm
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    Enables fast, token-efficient access to large documentation files in llms.txt format through semantic search. Solves token limit issues by searching first and retrieving only relevant sections instead of dumping entire documentation.
    Last updated -
    1
    MIT License

  • Word MCP Server

    cuongpham2107
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    A Python application that allows creating and editing Microsoft Word (.docx) documents through an API, built with FastMCP for interacting with Word documents.
    Last updated -
    1

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  • MCP-llms-txt

    SecretiveShell
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    MCP server for SecretiveShell/Awesome-llms-txt. Add documentation directly into your conversation via MCP resources.
    Last updated -
    25
    MIT License

  • 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
    3

  • MCP Office Word Server

    LuiccianDev
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    A Python server implementing Model Context Protocol for advanced Microsoft Word document manipulation, enabling programmatic automation of complex document processing tasks.
    Last updated -

  • MCP Qdrant Codebase Embeddings

    steiner385
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    A Model Context Protocol server that provides semantic understanding of codebases using Qdrant vector database, enabling AI assistants to search files by purpose, discover relationships between files, analyze architecture, and identify refactoring opportunities.
    Last updated -

  • Office Word MCP Server

    franlealp1
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    Enables AI assistants to create, read, and manipulate Microsoft Word documents with comprehensive formatting, table creation, content management, and document protection capabilities. Supports advanced operations like merging documents, PDF conversion, and rich text formatting through a standardized interface.
    Last updated -
    32
    MIT License
    • Apple

  • libraries-io-mcp-server

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    A comprehensive Model Context Protocol (MCP) server that provides AI assistants with seamless access to Libraries.io's vast database of 9.96M+ open source packages across 33+ package managers including NPM, PyPI, Maven, Go, NuGet, and more.

  • Documentation Search MCP Server

    anton-prosterity
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    A Model Context Protocol server that enables intelligent searching across documentation for 30+ programming libraries and frameworks, fetching relevant information from official sources.
    Last updated -
    22
    6
    MIT License
    • Apple

  • 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 -
    706
    MIT License
    • Apple

  • Office Word MCP Server

    GongRzhe
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    A Model Context Protocol server that enables AI assistants to create, read, edit, and format Microsoft Word documents through standardized tools and resources.
    Last updated -
    54
    752
    MIT License
    • Apple

  • Embeddings Searcher

    thypon
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    Enables semantic search through markdown documentation in code repositories using AI embeddings. Provides intelligent document chunking and similarity-based search to help users find relevant documentation based on meaning rather than just keywords.
    Last updated -

  • MCP Documentation Server

    mahawi1992
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    A smart documentation server that provides AI-assisted code improvement and documentation management through Claude Desktop integration.
    Last updated -
    10

  • All-in-One Dev

    nguyenvanduocit
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    security
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    All In One Model Context Protocol: qdrant, google suite (gmail, calendar, ...), jira, gitlab, CLI, ...
    Last updated -
    87

  • Atom-of-thoughts

    kbsooo
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    AoT MCP server enables AI models to solve complex reasoning problems by decomposing them into independent, reusable atomic units of thought, featuring a powerful decomposition-contraction mechanism that allows for deep exploration of problem spaces while maintaining high confidence in conclusions.
    Last updated -
    3
    45
    MIT License
    • Apple
    • Linux

  • MCP LLMS.txt Explorer

    thedaviddias
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    A server that helps discover and analyze websites implementing the llms.txt standard, allowing users to check if websites have llms.txt files and list known compliant websites.
    Last updated -
    2
    13
    68
    • Apple

  • MCP LLMS-TXT Documentation Server

    teddylee777
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    An open-source MCP server that provides applications like Cursor, Windsurf, and Claude with access to llms.txt documentation files, allowing users to control and audit context retrieval.
    Last updated -
    8
    MIT License
    • Apple
    • Linux

  • MCP Office Interop Word Server

    mario-andreschak
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    An MCP server that enables programmatic interaction with Microsoft Word documents on Windows via COM Interop, allowing operations like document creation, text manipulation, formatting, and table management.
    Last updated -
    13
    MIT License

  • OpenTelemetry Documentation MCP Server

    ryu1maniwa
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    Enables access to OpenTelemetry documentation by fetching and converting pages to markdown format and searching content using Google Custom Search. Provides comprehensive documentation lookup and search capabilities for OpenTelemetry concepts, instrumentation, and configuration.
    Last updated -
    2
    3
    Apache 2.0

  • Qdrant Retrieve MCP Server

    gergelyszerovay
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    Enables semantic search across multiple Qdrant vector database collections, supporting multi-query capability and providing semantically relevant document retrieval with configurable result counts.
    Last updated -
    46
    MIT License

  • AWS Documentation MCP Server

    daniel-levesque
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    Provides tools to access AWS documentation, search for content, and get recommendations for both global and China AWS regions.
    Last updated -
    3
    Apache 2.0

  • Dynamic Form MCP

    backsoul
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    A server that implements the Model Context Protocol for managing dynamic forms, allowing users to create, retrieve, and handle responses for web forms via the @dynamicfrm/js library.
    Last updated -
    4

  • MoEngage Documentation MCP Server

    poojitha-rachuri
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    Provides comprehensive access to MoEngage documentation from developers, help, and partners portals with full-text search, automatic updates, and intelligent filtering by platform, category, and source.
    Last updated -

  • Chain of Draft Thinking

    bsmi021
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    Chain of Draft Server is a powerful AI-driven tool that helps developers make better decisions through systematic, iterative refinement of thoughts and designs. It integrates seamlessly with popular AI agents and provides a structured approach to reasoning, API design, architecture decisions, code r
    Last updated -
    1
    25
    24
    MIT License

  • Chain of Draft (CoD) MCP Server

    stat-guy
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    Implements the Chain of Draft reasoning approach to generate minimalistic intermediate reasoning outputs while solving tasks, significantly reducing token usage while maintaining accuracy.
    Last updated -
    7
    13
    • Apple

  • Chain of Thought MCP Server

    beverm2391
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    security
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    An MCP server that uses Groq's API to expose raw chain-of-thought tokens from Qwen's qwq model, enabling LLMs to think step-by-step before responding.
    Last updated -
    11

  • mc-server-clash-of-clans

    Saunved
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    security
    F
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    MCP server for the Clash of Clans API. Can get player, clan information, analyze ongoing wars, as well as war logs (provided they are public).
    Last updated -
    3