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Python client for interacting with MCP servers and LLMs

Project description

MCP Python Client

A reusable Python client for interacting with MCP (Machine Conversation Protocol) servers and LLMs.

Features

  • Connect to and interact with multiple MCP servers
  • Call tools provided by MCP servers
  • Process user queries using various LLM models via LiteLLM
  • Support for synchronous and asynchronous operations
  • Streaming response support

Installation

pip install mcp-python-client

Quick Start

import asyncio
from mcp_python_client import MCPClient

async def main():
    # Create a client with your preferred LLM settings
    client = MCPClient(
        model="anthropic/claude-3-sonnet-20240229",
        api_key="your_api_key_here"  # Or set via env var
    )
    
    # Connect to MCP servers defined in your config
    await client.connect_to_all_servers()
    
    # Process a query
    query = "What is the current weather in New York?"
    
    # Stream response
    async for chunk in client.aprocess_query(query):
        print(chunk, end="", flush=True)
    
    # Clean up
    await client.cleanup()

# Run the example
asyncio.run(main())

Configuration

The client looks for a configuration file in the following locations:

  1. Path specified when creating the client
  2. ~/.config/mcp-client/config.json
  3. ~/.mcp-client.json
  4. ./mcp-client.json
  5. ./config.json

Example configuration file:

{
  "mcpServers": {
    "shell-server": {
      "command": "mcp-shell-server",
      "args": ["--use_cache"],
      "env": {
        "SHELL_SERVER_CACHE_DIR": "/tmp/shell-server-cache"
      }
    },
    "python-server": {
      "command": "mcp-python-server",
      "args": []
    }
  }
}

Advanced Usage

See the documentation for more advanced usage examples and API details.

License

MIT

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