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This Python MCP client implementation enables interaction with multiple MCP servers using Docker containers. It supports SQLite, PostgreSQL, and a fetch tool, allowing users to leverage these services through a conversational interface powered by the OpenAI API. The client dynamically loads available tools from the servers and integrates them into an agent loop for natural language interactions.