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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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12,062 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • MedAdapt Content Server

    ryoureddy
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    A specialized Model Context Protocol server that enhances AI-assisted medical learning by connecting Claude Desktop to PubMed, NCBI Bookshelf, and user documents for searching, retrieving, and analyzing medical education content.
    Last updated -
    6
    MIT License
    • Apple

  • content-core

    lfnovo
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    security
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    Extract content from URLs, documents, videos, and audio files using intelligent auto-engine selection. Supports web pages, PDFs, Word docs, YouTube transcripts, and more with structured JSON responses.
    Last updated -
    1
    87
    MIT License
    • Apple

  • Langflow Document Q&A Server

    GongRzhe
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    security
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    license
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    quality
    Enables querying documents through a Langflow backend using natural language questions, providing an interface to interact with Langflow document Q\&A flows.
    Last updated -
    1
    15
    MIT License
    • Apple

  • Content Manager MCP Server

    Talljack
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    security
    F
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    quality
    Enables comprehensive content management through Markdown processing, HTML rendering, intelligent fuzzy search, and document analysis. Supports frontmatter parsing, tag-based filtering, table of contents generation, and directory statistics for efficient content organization and discovery.
    Last updated -
    4
    1

  • FastMCP Document Analyzer

    Tathagat017
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    security
    F
    license
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    quality
    A comprehensive document analysis server that performs sentiment analysis, keyword extraction, readability scoring, and text statistics while providing document management capabilities including storage, search, and organization.
    Last updated -
    • Apple
    • Linux

  • Document QA MCP Server

    parikshith49
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    security
    F
    license
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    quality
    An MCP server that enables users to query documents from Google Drive using AI assistance, providing tools for searching vector databases and generating answers based on document content.
    Last updated -

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