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GitHub-Gemini MCP Server

by Uttam-Mahata
GitHub
Python
MIT License
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GitHub-Gemini MCP Server

An advanced Model Context Protocol (MCP) server that integrates GitHub with Google Gemini API for intelligent code assistance and repository management.

Features

  • Intelligent Code Analysis: Leverages Gemini's advanced reasoning capabilities to analyze code patterns and suggest improvements

  • Context-Aware Assistance: Uses GitHub repository context to provide better code suggestions and documentation

  • Function Calling: Intelligent tool selection for GitHub operations (issues, PRs, code search, etc.)

  • Structured Output: JSON responses for integration with other tools

  • Code Execution: Dynamic code analysis and execution for testing suggestions

  • Thinking Mode: Deep reasoning for complex coding problems

  • Context Caching: Efficient handling of large repositories with automatic caching

Installation

pip install -r requirements.txt

Configuration

Create a .env file with your API keys:

GEMINI_API_KEY=your_gemini_api_key GITHUB_TOKEN=your_github_personal_access_token

Usage

Run the MCP server:

python -m github_gemini_mcp

Tools Available

GitHub Integration

  • Repository analysis and navigation

  • Issue management and automation

  • Pull request operations

  • Code search and discovery

  • Branch and commit operations

Gemini AI Features

  • Intelligent code suggestions

  • Automated documentation generation

  • Code review assistance

  • Bug detection and fixing

  • Architecture recommendations

Architecture

The server combines:

  • GitHub API integration for repository operations

  • Gemini 2.5 models for advanced reasoning

  • Function calling for intelligent tool selection

  • Context caching for performance optimization

  • Structured output for reliable integration

License

MIT License

This server cannot be installed

-
security - not tested
A
license - permissive license
-
quality - not tested

How are these scores calculated?

remote-capable server

The server can be hosted and run remotely because it primarily relies on remote services or has no dependency on the local environment.

An advanced Model Context Protocol server that integrates GitHub repositories with Google Gemini AI to provide intelligent code assistance, analysis, and repository management operations.

  1. Features
    1. Installation
      1. Configuration
        1. Usage
          1. Tools Available
            1. GitHub Integration
            2. Gemini AI Features
          2. Architecture
            1. License

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