Connecting frameworks to BigQuery. Managing auth. Handling schema access. Over and over.
Google just made that unnecessary – BigQuery MCP Server is in GA right now.
Here's what changed:
- Fully managed remote MCP server – no custom API code to connect to BigQuery
- Complete BigQuery access out of the box – tables, queries, jobs, metadata
- Works with any open source agent framework or MCP-compatible tool
- Open source toolbox available if you want to manage your own environment
And the signal that this matters: BigQuery MCP jobs grew 20x in the last 6 months. Millions of jobs. Fastest-growing area in the BigQuery portfolio.
The friction between "I want to build a data agent" and "I have a data agent running" just dropped significantly.
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