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

Related MCP server: GitHub MCP Server

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