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.

6,853 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • A
    security
    F
    license
    A
    quality
    Provides tools for mapping and analyzing GitHub repositories. It allows users to set a GitHub Personal Access Token and retrieve detailed information about a specified repository, including its structure and summary statistics.
    Last updated -
    2
    17
    TypeScript
  • A
    security
    A
    license
    A
    quality
    A MCP server that provides access to GitHub trending repositories and developers data through a simple API interface.
    Last updated -
    2
    1
    Python
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    Provides comprehensive tools for managing GitHub projects, milestones, tasks, and sprints. This server integrates deeply with GitHub Projects V2, offering features like automated kanban workflows, sprint planning, and custom field management.
    Last updated -
    46
    37
    37
    TypeScript
    MIT License
  • A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that enables integration with GitHub Actions, allowing users to fetch available actions, get detailed information about specific actions, trigger workflow dispatch events, and fetch repository releases.
    Last updated -
    4
    92
    1
    JavaScript
    • Apple
  • A
    security
    A
    license
    A
    quality
    Enables users to interact with GitHub's Projects v2 API through natural language for Agile project management, supporting repository details, issue tracking, and project board management operations.
    Last updated -
    31
    19
    TypeScript
    GPL 2.0
  • A
    security
    F
    license
    A
    quality
    MCP Server for the GitHub API, providing features for file operations, repository management, and advanced search, with automatic branch creation and comprehensive error handling.
    Last updated -
    18
    4
    3
    TypeScript
    • Linux
    • Apple

Interested in MCP?

Join the MCP community for support and updates.

RedditDiscord
  • A
    security
    A
    license
    A
    quality
    Enables LLMs to interact with GitHub issues by providing details as tasks, allowing for seamless integration and task management through GitHub's platform.
    Last updated -
    1
    19
    9
    JavaScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that connects GitHub code to Claude.ai. This server utilizes the Pera1 service to extract code from GitHub repositories and provide better context to Claude.
    Last updated -
    1
    31
    1
    JavaScript
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    An MCP server that enables analyzing and querying GitHub repositories through the GitHub Chat API, allowing users to index repositories and ask questions about their code, architecture and tech stack.
    Last updated -
    2
    13
    Python
    MIT License
    • Linux
    • Apple
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that connects AI assistants to GitHub repositories containing Obsidian vaults, enabling them to read, search, and analyze notes and documentation stored on GitHub.
    Last updated -
    4
    2
    TypeScript
    MIT License
  • -
    security
    F
    license
    -
    quality
    Enables interaction with GitHub through the GitHub API, supporting file operations, repository management, advanced search, and issue tracking with comprehensive error handling and automatic branch creation.
    Last updated -
    9
    1
    TypeScript
  • A
    security
    A
    license
    A
    quality
    Helps support engineers find similar GitHub issues to speed up troubleshooting by searching repositories and calculating similarity scores based on issue descriptions.
    Last updated -
    1
    TypeScript
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    A MCP server that bridges LLMs with GitHub repository management, enabling automated analysis of pull requests, issue management, tag creation, and release management through natural language.
    Last updated -
    9
    5
    Python
    Apache 2.0
  • A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that enables AI models to interact with GitHub's API, allowing for repository creation and management with descriptions, topics, and website URLs through natural language commands.
    Last updated -
    1
    JavaScript
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that provides tools for searching private GitHub repositories, enabling access to repository files, commit history, and issues with automatic handling of rate limiting and error handling.
    Last updated -
    4
    45
    2
    TypeScript
    MIT License
  • A
    security
    F
    license
    A
    quality
    GitHub Actions Model Context Protocol Server that allows you to create, manage, monitor, and interact with workflows.
    Last updated -
    10
    TypeScript
  • A
    security
    A
    license
    A
    quality
    Enables AI models to access GitHub repository contents as context, with features to fetch entire repositories, specific file contents, and repository structures for use in AI interactions.
    Last updated -
    3
    2
    JavaScript
    MIT License
    • Linux
    • Apple
  • A
    security
    F
    license
    A
    quality
    An MCP server that enables AI assistants to manage GitHub Actions workflows by providing tools for listing, viewing, triggering, canceling, and rerunning workflows through the GitHub API.
    Last updated -
    9
    16
    37
    TypeScript
    • Linux
    • Apple
  • A
    security
    A
    license
    A
    quality
    Implementation of an MCP server for the RAG Web Browser Actor. This Actor serves as a web browser for large language models (LLMs) and RAG pipelines, similar to a web search in ChatGPT.
    Last updated -
    1
    330
    77
    JavaScript
    Apache 2.0
    • Apple
  • -
    security
    A
    license
    -
    quality
    "primitive" RAG-like web search model context protocol server that runs locally. ✨ no APIs ✨
    Last updated -
    43
    Python
    MIT License
    • Linux
    • Apple
  • -
    security
    -
    license
    -
    quality
    Implements a RAG workflow that integrates with any custom knowledge base and can be triggered directly from the Cursor IDE.
    Last updated -
    Python
  • -
    security
    A
    license
    -
    quality
    Helps AI read GitHub repository structure and important files. Want to quickly understand what a repo is about? Prompt it with "read https://github.com/adhikasp/mcp-git-ingest and determine how the code technically works".
    Last updated -
    2
    60
    Python
    MIT License
  • A
    security
    A
    license
    A
    quality
    Enables AI assistants to interact with GitHub through the PyGithub library, providing tools for managing issues, repositories, pull requests, and other GitHub operations with intelligent parameter handling and error management.
    Last updated -
    19
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    An MCP server that enables RAG (Retrieval-Augmented Generation) on markdown documents by converting them to embedding vectors and performing vector search using DuckDB.
    Last updated -
    Python
    Apache 2.0
    • Apple
  • -
    security
    A
    license
    -
    quality
    A server that integrates Retrieval-Augmented Generation (RAG) with the Model Control Protocol (MCP) to provide web search capabilities and document analysis for AI assistants.
    Last updated -
    Python
    Apache 2.0
  • -
    security
    F
    license
    -
    quality
    An advanced MCP server providing RAG-enabled memory through a knowledge graph with vector search capabilities, enabling intelligent information storage, semantic retrieval, and document processing.
    Last updated -
    289
    1
    TypeScript
    • Apple
    • Linux
  • -
    security
    F
    license
    -
    quality
    A TypeScript MCP server that allows querying documents using LLMs with context from locally stored repositories and text files through a RAG (Retrieval-Augmented Generation) system.
    Last updated -
    1
    JavaScript
    • Apple
    • Linux
  • -
    security
    F
    license
    -
    quality
    Implements Retrieval-Augmented Generation (RAG) using GroundX and OpenAI, allowing users to ingest documents and perform semantic searches with advanced context handling through Modern Context Processing (MCP).
    Last updated -
    1
    Python
    • Linux
    • Apple
  • A
    security
    F
    license
    A
    quality
    Brings the PocketFlow tutorial generation methodology to AI assistants, automatically creating comprehensive, beginner-friendly tutorials from any GitHub repository through advanced codebase analysis.
    Last updated -
    2
    TypeScript
  • A
    security
    A
    license
    A
    quality
    This TypeScript-based MCP server enables users to manage a simple notes system with capabilities to create and summarize notes through structured prompts and resources.
    Last updated -
    5
    0
    TypeScript
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    Web crawling and RAG implementation that enables AI agents to scrape websites and perform semantic search over the crawled content, storing everything in Supabase for persistent knowledge retrieval.
    Last updated -
    917
    Python
    MIT License
    • Linux
    • Apple