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
-
Configure your OpenAI API key as an environment variable:
export OPENAI_API_KEY="your-api-key" -
Start the MCP server:
python server.py -
Use the client to interact with the server:
python client.py -
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==1.70.0mcp[cli]==1.6.0
License
This project is licensed under the MIT License.