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 16:19

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

  • 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

  • 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

  • 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 Fetcher MCP

    EbonyLouis
    A
    security
    F
    license
    A
    quality
    Fetches and tracks content from YouTube channels, RSS feeds, and GitHub releases with persistence to identify new items across sessions.
    Last updated 14 days ago
    6
    1

  • 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

Interested in MCP?

Join the MCP community for support and updates.

RedditDiscord