MCP Python Example

This example shows how to implement a Model Context Protocol (MCP) in Python and integrate with different LLM backends:

• OpenAI via SDK v1.x (OpenAI(api_key).chat.completions.create())
• Local LLaMA via llama-cpp-python

Setup

1. Create a virtual environment and activate:

   python3 -m venv venv
   source venv/bin/activate    # Linux/Mac
   venv\\Scripts\\activate   # Windows
   

2. Install lib

   pip install -r requirements.txt

3. Run server

   uvicorn server:app --reload

4. Run client

   python client.py