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Combine FastAPI and MCP server initialization using nested async context managers for clean startup and shutdown sequences. This guide demonstrates the composite lifespan pattern to coordinate multiple asynchronous services while maintaining proper dependency ordering. #FastAPI #FastMCP #Python #Async #Lifespan #MCP #Backend #ServerIntegration Source: https://gofastmcp.com/integrations/fastapi