Does Looker have an MCP server?

Yes Official

Looker maintains an official MCP server.

Checked by hand against the vendor's docs on 2026-09-29
Access
Built into the product
Endpoint
<looker-instance>/mcp — per-instance endpoint
Maintainer
Google APIs
License
Apache-2.0
Language
Go
Stars
17k
Last commit
yesterday

What it does

MCP Toolbox for Databases is an open source MCP server for databases.
How googleapis/mcp-toolbox describes itself

Project site: mcp-toolbox.dev

The receipts

Built into the product <looker-instance>/mcp — per-instance endpoint

Ships inside Looker's own product rather than as a standalone server. Documented at docs.cloud.google.com.

Official repository googleapis/mcp-toolbox

MCP Toolbox for Databases is an open source MCP server for databases.

17k stars last push 2026-10-07 Apache-2.0 Active

Connect it

Ships inside the vendor's own app or CLI rather than as a standalone download.

Add it from the terminal, then restart your session:

terminal
claude mcp add looker -- npx -y <package-from-readme>

Swap in the exact package and flags from the repo README — most servers need an API key passed as an environment variable.

Add --scope user to make it available in every project.

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Questions

Does Looker have an official MCP server?

Yes. Looker maintains an official MCP server. The source lives at googleapis/mcp-toolbox on GitHub.

How do I connect Looker to Claude?

Run the server locally and register it in Claude's MCP config. In Claude Code that's a single "claude mcp add" command; in Claude Desktop you add it to claude_desktop_config.json.

How is this verdict verified?

Google Cloud documents a Looker-managed MCP server built into each Looker instance at <instance>/mcp (OAuth 2.1, in preview). Google's open-source MCP Toolbox, googleapis/mcp-toolbox, also ships a Looker integration for self-hosted use. GitHub metadata is refreshed every six hours.

How we know

Google Cloud documents a Looker-managed MCP server built into each Looker instance at <instance>/mcp (OAuth 2.1, in preview). Google's open-source MCP Toolbox, googleapis/mcp-toolbox, also ships a Looker integration for self-hosted use.

  • GitHub data refreshed on 2026-10-08, and again every six hours.
  • Vendor docs checked by hand on 2026-09-29.

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