Promote workbooks, audit permissions, archive offboarded users — all from a chat box. Same idea as Antoine's extension workshop: context, structure, verification — but pointed at site administration instead of viz code.
The MCP server gives the agent the exact site, the live state of projects, users, groups, ownership. No guessing the REST API.
16 typed tools, not raw HTTP calls. Each one is narrow, named, documented. The agent picks the right one for the right job.
Every tool returns a structured envelope: what changed, what failed, what the agent should tell you. Tight loop, every prompt.