Skip to main content
Glama

Open-Source MCP servers

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

X
12,146 servers. Last updated 2025-12-04 16:07

Matching MCP tools:

Matching MCP servers:

  • Documentation Retrieval & Web Scraping

    AIwithhassan
    A
    security
    F
    license
    A
    quality
    Enables retrieval and cleaning of official documentation content for popular AI/Python libraries (uv, langchain, openai, llama-index) through web scraping and LLM-powered content extraction. Uses Serper API for search and Groq API to clean HTML into readable text with source attribution.
    Last updated 2 months ago
    1
    1

  • PDF Extraction MCP Server

    xraywu
    A
    security
    F
    license
    A
    quality
    An MCP server that provides a tool to extract text content from local PDF files, supporting both standard PDF reading and OCR capabilities with optional page selection.
    Last updated 6 months ago
    1
    26
    • Apple

  • content-core

    lfnovo
    A
    security
    A
    license
    A
    quality
    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 9 days ago
    1
    87
    MIT License
    • Apple

  • MedAdapt Content Server

    ryoureddy
    -
    security
    A
    license
    -
    quality
    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 8 months ago
    6
    MIT License
    • Apple

  • MCP Video Extraction Plus

    takereshui
    -
    security
    F
    license
    -
    quality
    Enables video text extraction using multiple speech recognition providers including local Whisper, JianYing/CapCut, and Bilibili Cut services. Supports video downloading, audio extraction, and automatic speech-to-text transcription with configurable providers.
    Last updated 12 days ago
    2

  • Web Content MCP Server

    amotivv
    A
    security
    A
    license
    A
    quality
    A server that leverages Cloudflare Browser Rendering to extract and process web content for use as context in LLMs, offering tools for fetching pages, searching documentation, extracting structured content, and summarizing content.
    Last updated 9 months ago
    4
    9
    MIT License
    • Apple

Interested in MCP?

Join the MCP community for support and updates.

RedditDiscord