Customized MCP Project

This project leverages the mcp library with CLI support and integrates with OpenAI’s API.

Requirements

Make sure to install the required dependencies before running the project:

pip install -r requirements.txt

Usage

1. Configure your OpenAI API key as an environment variable:

   export OPENAI_API_KEY="your-api-key"
   

2. Start the MCP server:

   python server.py
   

3. Use the client to interact with the server:

   python client.py
   

4. Alternatively, use the orchestrator to query the LLM and tools:

   python main.py
   

Example

Querying the Weather Tool

Run the client and call the get_weather tool:

python client.py

Example interaction:

You: List tools
Assistant: {
  "tools": [
    {
      "name": "get_weather",
      "description": "Get weather for a city",
      "parameters": {
        "city": {
          "type": "string",
          "description": "Name of the city"
        }
      }
    }
  ]
}

You: Call get_weather with {"city": "Beijing"}
Assistant: 北京的天气是晴天

Dependencies

• openai==1.70.0
• mcp[cli]==1.6.0

License

This project is licensed under the MIT License.