AI agent for Looker
Connect Looker to your AI agent through the WorkAist MCP server.
The WorkAist Looker connector is a production-grade Model Context Protocol (MCP) server. AI agents can read and write Looker data — analytics — through one consistent interface. Open-source under AGPL-3.0, self-hosted, with reversible PII redaction at the LLM boundary.
Authentication & setup
The Looker connector authenticates via OAuth 2.0.
WorkAist redirects you to the provider, you authorize, and the access token is encrypted and stored. No keys to copy.
Frequently paired with Looker
FAQ
Can a WorkAist AI agent really automate Looker end-to-end?▼
Yes. The connector exposes read and write tools through Model Context Protocol. AI agents call them through plain-language instructions in a CLAUDE.md file — no glue code.
How does this differ from using the Looker API directly?▼
The connector adds permission isolation, audit logging, cost tracking per agent, and reversible PII redaction at the LLM boundary. It also presents Looker as part of a unified Knowledge Graph alongside your other tools.
What does it cost?▼
WorkAist is open-source under AGPL-3.0 and self-hosted, so the connector itself is free. You pay only for Looker's own API costs (if any) and the LLM tokens your agent consumes.
Is my Looker data sent to a third party?▼
No. WorkAist runs in your own infrastructure. Data flows from Looker → your WorkAist instance → the LLM you choose. Sensitive fields can be tokenized before reaching the LLM.
What if Looker changes its API?▼
The connector is versioned and published openly. When Looker ships breaking changes, we bump the connector version and the marketplace UI surfaces the upgrade as a one-click apply.