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
12,148 servers. Last updated 2025-12-04 18:59

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

  • 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

  • MCP Server for Cirro Data

    NorahZager
    -
    security
    -
    license
    -
    quality
    This server enables multi-agent conversations for interacting with Cirro's biological data platform through its OpenAPI interface, auto-generated using AG2's MCP builder.
    Last updated 6 months ago

  • MCP Video & Audio Text Extraction Server

    SealinGp
    -
    security
    F
    license
    -
    quality
    An MCP server that downloads videos/extracts audio from various platforms like YouTube, Bilibili, and TikTok, then transcribes them to text using OpenAI's Whisper model.
    Last updated 6 months ago
    6
    • Linux
    • Apple

  • A Share MCP

    24mlight
    A
    security
    A
    license
    A
    quality
    A Model Context Protocol server providing tools for querying A-share stock market data, including historical prices, financial reports, market indices, and macroeconomic indicators.
    Last updated 3 months ago
    27
    463
    MIT License

Interested in MCP?

Join the MCP community for support and updates.

RedditDiscord