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Google Looker MCP vs Google Looker API for AI Agents (2026)

This story is from 2026-10-06. It is preserved in the archive; the latest stories are on the live feed.

TL;DR Google offers two MCP routes into Looker, and neither is GA with an SLA. The Looker-managed MCP server is in Preview. The open-source MCP Toolbox for Databases is provided as-is. Every path, including community servers and Scalekit, calls the same Looker API 4.0 and shares the instance's API…

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  1. 2026-10-06 02:55 · DEV Community — AI
    Google Looker MCP vs Google Looker API for AI Agents (2026)

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