Cleanroom — data cleaning your agent can do, but only you can approve

Data

Open CSV

Agent Console

0 tools are registered on this page. This console calls the same tool objects a WebMCP host calls — it is an inspector, not a simulation. Use it to see exactly what ChatGPT sees.

Tool

Arguments (JSON)

Result

Pick a tool and run it.

Registered tool catalogue

Read tools carry readOnlyHint: true and run immediately. Every tool that would change your data is human-gated: it stages a diff and stops. undo is deliberately not exposed to the agent — walking a change back belongs to you.

Drop a CSV to load it — it stays on your machine