Awesome MCP FastAPI is a production-ready implementation of the Model Context Protocol (MCP) integrated with the robust FastAPI ecosystem to enhance and extend standard MCP functionalities. This project provides an improved tool registry system that facilitates the creation, management, and documentation of AI tools for large language models (LLMs).