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I haven't seen this mentioned often, but please make an admin MCP. It is really useful for customer support, debugging, or doing customer research. - Read the latest error from error tracker and figure out what happened - Where did last month's signups come from

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Interesting idea. Sounds like a much better idea than those “no code” instant-admin-panel tools being touted a few years ago.

- This customer has trouble setting up his domain, draft me an email on how to set it up with his domain registrar - Give me all the cancellation reasons from last month - Which types of templates were used the most last month - Show me the messages spammers sent last month

Keep the tool list hand-written and short, one per question like these, rather than a query tool. An agent with a general read surface over production will eventually pull the wrong table, and you find out from the invoice or the customer.