MCP Client API

A simple API that connects to an Ollama model and MCP server for agent interactions.

Setup

1. Install requirements:

   pip install -r requirements.txt
   

2. Ensure Ollama is running (default: http://localhost:11434)

   • Set custom Ollama host with environment variable: OLLAMA_HOST=http://your-ollama-host:11434

3. Run the API server:

   python mcp_client.py
   

Usage

Send a POST request to /message endpoint with a JSON body:

curl -X POST http://localhost:8000/message \
  -H "Content-Type: application/json" \
  -d '{"message": "What is the weather in Paris?"}'

The response will be JSON with the agent's response:

{
  "response": "..."
}

Debugging

If you're experiencing issues with the FastAPI version, you can use the simpler single-shot client for testing:

python singleshot_client.py

This will prompt you to enter a message and will process it directly without using FastAPI.