mcp_starter

MCP Starter Agent with Nebius

A GitHub repository analysis tool powered by Nebius AI and the Model Context Protocol (MCP). This tool helps analyze GitHub repositories by providing detailed insights about issues and commits using AI-powered analysis.

Features

• Analyzes GitHub repositories using AI
• Retrieves and analyzes recent issues
• Examines latest commits
• Powered by Meta-Llama-3.1-8B-Instruct model via Nebius AI

Prerequisites

• Python 3.x
• GitHub Personal Access Token
• Nebius API Key

Environment Setup

Create a .env file in the project root with the following variables:

GITHUB_PERSONAL_ACCESS_TOKEN=your_github_token
NEBIUS_API_KEY=your_nebius_api_key

Installation

1. Clone the repository
2. Install dependencies:

pip install -r requirements.txt

Usage

Run the main script:

python main.py

When prompted, enter a GitHub repository URL in the format: owner/repo

The tool will:

1. Analyze the most recent issue in the repository
2. Analyze the most recent commit

How It Works

The tool uses the Model Context Protocol (MCP) to interact with GitHub's API and Nebius AI for analysis. It:

1. Connects to GitHub using your personal access token
2. Uses Nebius AI's Meta-Llama-3.1-8B-Instruct model for intelligent analysis
3. Retrieves and analyzes repository data
4. Provides detailed insights about issues and commits