Customized MCP Server

Customized MCP Server

A server that integrates the MCP library with OpenAI's API, allowing users to interact with various tools, such as the weather tool, through natural language queries.

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README

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.

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