The emergence of MCP (Model Context Protocol) marks a major milestone for the AI ecosystem. For the first time, the industry is converging around a shared interface for tool interaction—standardizing how models discover tools, invoke capabilities, exchange context, and communicate with external systems.

But MCP also reveals a larger architectural...