mcp-llama-github-integration

mcp-llama-github-integration

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ai_chatbotdeveloper_tools

The project integrates a Model Context Protocol server with a local Llama model and GitHub capabilities, allowing users to forward queries and list repository files. It is built using FastAPI and includes a Python client for demonstration.

Overview

This project is a Model Context Protocol (MCP) server that integrates a locally running Llama model with GitHub repository file listing capabilities. It consists of:

  • MCP Server: A FastAPI-based server that implements the Model Context Protocol, forwards queries to a local Llama model, and lists files from GitHub repositories.
  • Python Client: A sample client application to interact with the MCP server.

Prerequisites

  • Python 3.7 or higher
  • A running Llama model server at http://localhost:11434/
  • Internet connection for GitHub API access
  • Git and GitHub account

Features

  • Context queries via local Llama model
  • GitHub repository file listings
  • Customizable Llama model settings

Running the MCP Server

Start the server to run on http://localhost:8000 and use the client application to interact with it.