Agree once

A shared agreement changes the shape of the work.

Each AI application learns how to speak MCP. Each outside system gets an MCP server that speaks the same language.

The calendar server does not need a private dialect for every AI application. The AI application does not need a new calendar dialect for every provider.

The work moves closer to one connection per participant, not one connection per pairing.