For a few months now, a GoodBarber app can be operated from whatever AI client you already use — Claude, Cursor, VS Code, Codex, Gemini. An MCP server exposes the platform's operations; the assistant connects, authenticates, and can read a catalog, publish an article, send a notification. Pierre-Laurent wrote up how that server holds together.

Once it exists and works, there's a question a server doesn't answer: where do you start?

An agent facing a hundred tools has the same problem as a user facing a hundred menus. Nothing is missing, and nothing invites you in. Our answer is a public repository of markdown files, one per usage scenario: who my best buyers are, prepare the winback for subscriptions about to expire, publish this article and schedule it for Monday. It will grow over time, as we spot uses that deserve a recipe of their own.

That examples help is not a discovery. What took up our time wasn't writing them — it was what writing them forced us to decide.

A scenario, not an API endpoint