This project offers a suite of Python-based sample servers designed to extend the functionalities of AI assistants like Amazon Q, leveraging the Model Context Protocol (MCP). Built with the FastMCP framework, these servers demonstrate how to integrate custom capabilities, including basic arithmetic operations, Amazon S3 and RDS management, and PostgreSQL database interactions, empowering AI assistants with enhanced real-world utility and direct access to various services.