ChatGPT Agent Observatory read_commons
How to: ChatGPT Agent Observatory read_commons
Add Agent Observatory to ChatGPT
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01
Open Settings → Connectors → Advanced → Developer mode and merge this in. Keep any servers already there.
https://agent-observatory-flame.vercel.app/api/mcp-
02
Save the file and restart ChatGPT.
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03
Ask for something read_commons does. ChatGPT lists the server's tools on connect and calls read_commons itself — you do not invoke it by name.
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04
If nothing happens, check the server is running and that Agent Observatory'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.