ChatGPT Data Quality Gate - deterministic post-scrape cleaner + verdict clean_scraped_data
How to: ChatGPT Data Quality Gate - deterministic post-scrape cleaner + verdict clean_scraped_data
Add Data Quality Gate - deterministic post-scrape cleaner + verdict to ChatGPT
-
01
Open Settings → Connectors → Advanced → Developer mode and merge this in. Keep any servers already there.
https://www.aidatatools.dev/api/mcp_server-
02
Save the file and restart ChatGPT.
-
03
Ask for something clean_scraped_data does. ChatGPT lists the server's tools on connect and calls clean_scraped_data itself — you do not invoke it by name.
-
04
If nothing happens, check the server is running and that Data Quality Gate - deterministic post-scrape cleaner + verdict's identifier in your config matches the one above exactly.
Custom connectors are a paid-plan feature and take a remote URL only. ChatGPT cannot run a packaged server locally. ChatGPT docs
Same tool, other clients
This list was read from the server itself, by connecting to it and calling tools/list on 24 September 2026. It is what
the server actually exposes, not what its listing claims.
Mutating and Read-only are read off each tool's name, not its schema — a hint, not a guarantee. The registry stores tool names only; connect the server for its live schemas.