Great practical walkthrough. Message inspection is underrated for debugging agent tool flows. One thing examining raw MCP messages reveals: the tool call/result round-trip is a natural extension point for authorization, payment verification, or credential resolution middleware without modifying either the client or the tool itself. Thats where MCP as a protocol layer adds value beyond simple function calling it makes agent infrastructure observable and extensible.