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AI-powered GitHub repository analyzer using Model Context Protocol (MCP) for structured repository insights and analysis

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GitHub Repository Analyzer MCP Server

A Model Context Protocol (MCP) server that enables AI assistants to analyze GitHub repositories. This server provides structured access to GitHub repository data, allowing AI models to perform detailed analysis of software projects.

Live Demo

🚀 Try it out: GitBridge Live Demo

The live demo allows you to:

  • Explore GitHub repository data through the MCP interface
  • Test repository analysis capabilities
  • Try different query parameters

Features

  • Repository Analysis: Fetch detailed information about any public GitHub repository
  • Search Capabilities: Search across GitHub repositories
  • README Access: Retrieve repository README content
  • AI Integration: Ready for integration with AI assistants via MCP

Architecture

┌─────────────┐      ┌───────────────┐      ┌─────────────┐
│             │      │               │      │             │
│   AI Model  │◄────►│   MCP Server  │◄────►│  GitHub API │
│             │      │               │      │             │
└─────────────┘      └───────────────┘      └─────────────┘

Prerequisites

  • Node.js (v14 or higher)
  • npm (Node Package Manager)
  • GitHub Personal Access Token

Installation

  1. Clone the repository:

    git clone https://github.com/saksham-jain177/GitBridge.git
  2. Install dependencies:

    npm install
  3. Create a .env file in the root directory:

    GITHUB_TOKEN=your_github_personal_access_token
    PORT=10000

Usage

  1. Start the MCP server:

    npm start
  2. For development with auto-restart on file changes:

    npm run dev
  3. The server will be running at http://localhost:10000

Available Endpoints

  • GET /mcp: Get server metadata and available tools
  • POST /mcp: Execute tools with parameters

Available Tools

  1. search_repositories

    • Search GitHub repositories
    • Parameters: query, sort, order
  2. get_repository

    • Get detailed repository information
    • Parameters: owner, repo
  3. get_readme

    • Get repository README content
    • Parameters: owner, repo

Integration with AI Assistants

This MCP server is designed to work with AI assistants through the Model Context Protocol. When integrated with Claude, Cursor IDE, or similar AI assistants, it enables:

  1. Dynamic repository analysis based on user input
  2. Real-time data fetching from GitHub
  3. Structured response generation

Cursor IDE Integration

To integrate GitBridge with Cursor IDE:

  1. Open Cursor IDE settings
  2. Navigate to the AI settings section
  3. Add a new MCP provider with the following configuration:
{
  "name": "GitBridge",
  "endpoint": "https://gitbridge-mib3.onrender.com/mcp"
}
  1. Save the settings and restart Cursor IDE
  2. You can now ask Cursor about GitHub repositories

Claude Desktop Integration

To integrate GitBridge with Claude Desktop:

  1. Create a file named gitbridge-mcp.json with the following content:
{
  "mcp": {
    "endpoint": "https://gitbridge-mib3.onrender.com/mcp"
  }
}
  1. Import this configuration in Claude Desktop
  2. You can now ask Claude about GitHub repositories

Example Interaction

User: Tell me about the microsoft/vscode repository
Assistant: The microsoft/vscode repository is the official repository for Visual Studio Code, a popular open-source code editor developed by Microsoft.

Repository details:
- Description: Visual Studio Code
- Stars: 150K+
- Language: TypeScript
- Created: September 2015
- Last updated: [recent date]

JSON-RPC 2.0 Implementation

This server implements the JSON-RPC 2.0 specification for all communications:

Request Format

{
  "jsonrpc": "2.0",
  "id": "request_id",
  "method": "get_repository",
  "params": {
    "owner": "microsoft",
    "repo": "vscode"
  }
}

Response Format

{
  "jsonrpc": "2.0",
  "id": "request_id",
  "result": {
    "content": [
      {
        "type": "text",
        "text": "Repository data in JSON format"
      }
    ]
  }
}

Development

To modify or extend the server:

  1. Add new tools in routes/mcp.js
  2. Implement corresponding services in services/github.js
  3. Update the metadata schema as needed

Contributing

  1. Fork the repository
  2. Create your feature branch
  3. Commit your changes
  4. Push to the branch
  5. Create a Pull Request

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AI-powered GitHub repository analyzer using Model Context Protocol (MCP) for structured repository insights and analysis

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