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.

9,479 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol (MCP) server for the Open Library API that enables AI assistants to search for book information.
    Last updated -
    6
    4
    38
    MIT License
  • -
    security
    F
    license
    -
    quality
    A smart documentation server that provides AI-assisted code improvement and documentation management through Claude Desktop integration.
    Last updated -
    10
  • -
    security
    A
    license
    -
    quality
    Enables searching and analyzing Facebook's public ads library to see what companies are currently running, including ad images/text, video links, and campaign insights.
    Last updated -
    123
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    This MCP server lets you search Facebook's Ad Library, retrieve brand ads, and analyze ad images/videos using AI - all with intelligent caching and batch processing for efficiency.
    Last updated -
    139
    MIT License
  • -
    security
    A
    license
    -
    quality
    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
  • -
    security
    F
    license
    -
    quality
    Enables access to LDS Gospel Library content and scriptures through the Model Context Protocol. Provides tools for searching and retrieving religious texts and study materials from the Church of Jesus Christ of Latter-day Saints.
    Last updated -

Interested in MCP?

Join the MCP community for support and updates.

RedditDiscord
  • A
    security
    F
    license
    A
    quality
    An MCP server that fetches real-time documentation for popular libraries like Langchain, Llama-Index, MCP, and OpenAI, allowing LLMs to access updated library information beyond their knowledge cut-off dates.
    Last updated -
    1
    2
  • A
    security
    A
    license
    A
    quality
    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
  • A
    security
    F
    license
    A
    quality
    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
  • A
    security
    A
    license
    A
    quality
    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
  • -
    security
    F
    license
    -
    quality
    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 -
  • A
    security
    A
    license
    A
    quality
    Enables Large Language Models to retrieve Jewish texts and commentaries from the Sefaria library through a standardized interface.
    Last updated -
    2
    MIT License
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    Provides programmatic access to GameMaker Language (GML) documentation through MCP tools for function lookup, documentation search, and comprehensive coding guidance. Includes built-in GameMaker documentation with no additional setup required.
    Last updated -
  • A
    security
    F
    license
    A
    quality
    AI code generation service for KPC component library that solves hallucination problems by providing accurate component APIs, validation rules, and usage examples.
    Last updated -
    6
    0
    • Apple
  • A
    security
    A
    license
    A
    quality
    Enables users to access, search, and get recommendations from AWS documentation through natural language queries. Supports both global AWS documentation and AWS China documentation with tools to fetch pages, search content, and discover related resources.
    Last updated -
    3
    Apache 2.0
  • -
    security
    A
    license
    -
    quality
    Provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context.
    Last updated -
    35
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    Provides offline access to SAP documentation and real-time SAP Community content, integrating official documentation with community-driven solutions for comprehensive developer support.
    Last updated -
    5
    67
    Apache 2.0
  • -
    security
    A
    license
    -
    quality
    A server that provides access to Mathematica documentation through FastMCP, enabling users to retrieve function documentation and list package symbols from Wolfram Mathematica.
    Last updated -
    8
    MIT License
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    Enables AI assistants to enhance their responses with relevant documentation through a semantic vector search, offering tools for managing and processing documentation efficiently.
    Last updated -
    35
    42
  • -
    security
    F
    license
    -
    quality
    Provides semantic search capabilities over PyTorch documentation, enabling users to find relevant documentation, APIs, code examples, and error messages through Claude Code integration.
    Last updated -
    2
  • -
    security
    F
    license
    -
    quality
    A customized MCP server that enables integration between LLM applications and documentation sources, providing AI-assisted access to LangGraph and Model Context Protocol documentation.
    Last updated -
    1
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    Toolset that crawls websites, generates Markdown documentation, and makes that documentation searchable via a Model Context Protocol (MCP) server for integration with tools like Cursor.
    Last updated -
    25
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    Enables AI agents to intelligently search and retrieve Roblox documentation through semantic search and vector embeddings, providing natural language access to complete Roblox Creator Documentation.
    Last updated -
    MIT License
  • -
    security
    F
    license
    -
    quality
    An Agent Framework Documentation server that enables AI agents to efficiently retrieve information from documentation databases using hybrid semantic and keyword search for seamless agent integration.
    Last updated -
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol implementation that enables AI assistants to interact with markdown documentation files, providing capabilities for document management, metadata handling, search, and documentation health analysis.
    Last updated -
    14
    58
    42
    MIT License
    • Apple
    • Linux
  • -
    security
    F
    license
    -
    quality
    Provides access to date-fns documentation and utilities through MCP. Enables users to query and interact with the comprehensive date manipulation library's documentation and functions.
    Last updated -
    1
    • Apple
  • A
    security
    A
    license
    A
    quality
    Provides access to Jewish texts from the Sefaria library. This server enables Large Language Models to retrieve and reference Jewish texts through a standardized interface.
    Last updated -
    4
    27
    MIT License
  • -
    security
    F
    license
    -
    quality
    Provides AI tools with access to ProudNet documentation through search, page retrieval, and section listing capabilities. Enables users to query ProudNet networking library documentation using natural language.
    Last updated -
    3
    2
    • Apple
  • -
    security
    A
    license
    -
    quality
    Provides real-time access to up-to-date library documentation and code examples for any programming library. Helps AI coding assistants deliver accurate, current information instead of relying on outdated training data.
    Last updated -
    2
    4
    MIT License
  • -
    security
    A
    license
    -
    quality
    Provides access to Backbone.js documentation chapters as readable resources and enables full-text search across all chapters. Users can browse documentation content and search for specific topics within the Backbone.js framework materials.
    Last updated -
    1
    MIT License
  • -
    security
    A
    license
    -
    quality
    Enables access to agent instruction files and prompts for AI development workflows. Provides tools to retrieve and list development rules, security checks, and common prompts from an agents library through MCP protocol.
    Last updated -
    Apache 2.0
  • A
    security
    F
    license
    A
    quality
    Provides AI systems with access to Onyx programming language documentation through web crawling and intelligent search capabilities.
    Last updated -
    10