New in Metabase 61 - AI fun police, build dashboards and questions with MCP

In , we added AI features to all plans, including Open Source. With , we give you the controls for AI governance that make it yours to deploy safely.

Some call it the Fun Police. We prefer: AI that’s realistic for orgs of all types to roll out, including those who need tighter oversight over who gets to use it (bit of a mouthful though).

Another big one is that our MCP server now supports question and dashboard creation!

Check out the full thing:

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This is the right direction for BI AI. The hard part with dashboards isn’t just “can it generate a chart?” — it’s whether the org can trust why that chart exists and who is allowed to operationalize it.

One governance pattern I’d love to see: every AI-created question/dashboard carries a small provenance note: source tables used, assumptions inferred, permissions checked, and whether a human has reviewed it. That would make MCP-created analytics feel less like magic and more like auditable work product.

Congrats on the launch. I’m studying product onboarding from a UX angle. What early-user feedback has been most useful so far: setup friction, adoption, or where people get confused?