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76,925 servers. Updated
20 Best GitHub MCP Servers — compared and ranked, August 2026Ranked from 1,620 matching servers on stars, growth, downloads and maintenance. Updated .

Matching MCP tools:

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"A FastAPI server for interacting with the GitHub API for file operations and repository management" matching MCP servers:

  • browser-for-ai

    icueth
    A
    license
    Not graded
    quality
    B
    maintenance
    A CDP-native MCP server that lets AI agents drive a real Chrome browser with deep network/console inspection, robust page interaction, and the ability to reverse-engineer a site's API flow into runnable code with dependency chaining and replay verification.
    1
    MIT

  • Post For Me MCP Server

    DayMoonDevelopment
    A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI assistants to interact with the Post For Me API, allowing them to explore endpoints, make test requests, and use documentation to help integrate this SDK into your application.
    703
    1
    Apache 2.0

  • FastAPI-MCP

    nguyendinhsinh361
    A
    license
    Not graded
    quality
    D
    maintenance
    A zero-configuration tool that automatically converts FastAPI endpoints into Model Context Protocol (MCP) tools, enabling AI systems to interact with your API through natural language.
    1
    MIT

  • FastAPI MCP Server

    Nabeelshar
    A
    license
    Not graded
    quality
    D
    maintenance
    A Model Context Protocol server that provides tools for introspecting and analyzing FastAPI applications, including route discovery, model schema extraction, and source code viewing. It enables users to explore API structures, generate documentation, and debug dependency injection hierarchies through natural language.
    MIT

  • MCP Server with Authentication

    ahmad-act
    A
    license
    C
    quality
    D
    maintenance
    Implements a secure MCP server with API Key and JWT authentication, providing tools like echo, login, secure_action, and admin_action. Includes MCP Inspector integration for testing and debugging.
    1
    3
    MIT

  • FastAPI MCP OpenAPI

    alamkanak
    A
    license
    Not graded
    quality
    C
    maintenance
    A FastAPI library that provides Model Context Protocol tools for endpoint introspection and OpenAPI documentation, allowing AI agents to discover and understand API endpoints.
    5
    MIT

  • fastapi-mcp-server

    vkmech999
    F
    license
    Not graded
    quality
    C
    maintenance
    Instantly converts any running FastAPI application into an MCP server by parsing its OpenAPI spec, enabling Claude to call all endpoints via natural language without manual tool writing.

  • FastAPI MCP Template

    joonheeu
    F
    license
    Not graded
    quality
    D
    maintenance
    Production-ready API server template integrating FastAPI with Model Context Protocol (MCP) for LLM integration, structured logging, and comprehensive testing.
    2

  • With-MCP

    janwilmake
    A
    license
    Not graded
    quality
    D
    maintenance
    Middleware that converts a serverless handler with OpenAPI spec into an MCP endpoint following stateless MCP principles.
    31
    34
    MIT

  • ALECS - MCP server for Akamai

    henrikaslund
    -
    license
    B
    quality
    Not graded
    maintenance
    MCP server for Akamai APIs. 198 tools covering Property Manager, Edge DNS, CPS, WAF, and reporting. Built with TypeScript, featuring modular architecture, comprehensive testing, and multi-account support. Make Akamai accessible to AI assistants.
    1
    9
    10

  • FastAPI-MCP

    tadata-org
    A
    license
    Not graded
    quality
    D
    maintenance
    A zero-configuration tool that automatically exposes FastAPI endpoints as Model Context Protocol (MCP) tools, allowing LLM systems like Claude to interact with your API without additional coding.
    11,980
    MIT

  • Magic-API MCP Server

    Dwsy
    A
    license
    Not graded
    quality
    C
    maintenance
    Provides comprehensive development tools for Magic-API including documentation lookup, API testing, resource management, debugging with breakpoints, backup operations, and code search capabilities. Enables developers to efficiently build, test, and maintain Magic-API projects through natural language interactions.
    29
    MIT
  • cod-api MCP Server by cod-api

    cod-api MCP Serverofficial

    cod-api
    F
    license
    Not graded
    quality
    D
    maintenance
    Exposes REST API endpoints defined in an OpenAPI Specification as MCP tools, allowing AI models to call them via the ModelContext Protocol.

  • FastAPI-MCP

    nludd25
    A
    license
    Not graded
    quality
    D
    maintenance
    Exposes FastAPI endpoints as Model Context Protocol (MCP) tools while preserving existing authentication, schemas, and documentation. It enables seamless integration of FastAPI services into MCP ecosystems using a native ASGI transport layer.
    MIT