GitMind-MCP

GitMind-MCP(Model Context Protocol) Server 🧠 📊

Overview

GitMind-MCP is an AI-powered middleware that connects an Ollama-based LLM with the GitHub API. It enables intelligent interaction with GitHub repositories by leveraging natural language understanding and automated API calls.

How It Works

Client (Ollama LLM)

1. Processes user queries and generates structured responses.

2. Sends requests to the MCP server for GitHub-related actions.

Server (MCP Layer)

1. Receives queries from the LLM client.

2. Determines the necessary GitHub API calls.

3. Fetches and processes GitHub data.

4. Returns results to the client.

How to Use

Pre-requisites

• Python
• GitHub account with a personal-access-token
• Ollama

1. Clone the repository:

   git clone https://github.com/AdityaNarayan001/GitMind-MCP.git
   

2. Install the requirements.txt:

   pip install -r requirements.txt
   

Server Side

The server directory contains the server-side implementation of the MCP layer. To run the server, follow these steps:

1. Move to server directory:

   cd GitMind-MCP/server
   

2. Start the server:

   python3 server.py
   

   or

   python server.py
   

Client Side

The client directory contains the client-side implementation. To run the client, follow these steps:

1. Move to server directory:

   cd GitMind-MCP/client
   

2. Start the server:

   python3 client.py
   

   or

   python client.py