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Model Context Protocol (MCP) provides a Python framework for easily creating and deploying servers that expose custom tools and functions to AI assistants. It leverages streamable HTTP for efficient communication and supports mounting multiple distinct MCP servers within a single FastAPI application, enabling modular and scalable integration of external capabilities into AI-driven workflows.