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Full Video: https://www.youtube.com/watch?v=6JK8OUabpc0 FastMCP app initialization with tool registration and Python execution patterns. #FastMCP #Python #MCP The code initializes a `FastMCPApp` instance (named "Contacts") and registers tools before calling `app.run()`, which starts the application. This mirrors the zen koan's imagery of "fireflies flickering before the first run," as the tools are prepared and registered (like fireflies appearing) before the application begins execution. The pattern emphasizes setup and readiness before action.