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BigQuery MCP

Runs BigQuery queries and lists datasets through a scoped service account. The useful pattern is a question translated into one query with a row limit; the failure pattern is an agent scanning a large…

Official stdio Verified 2026-11-10 databaseanalyticsgoogleofficial

Use it for

Answering a question with a SQL query against a known dataset

Skip it if

Exploratory queries on production tables with no cost guard

What it is

Runs BigQuery queries and lists datasets through a scoped service account. The useful pattern is a question translated into one query with a row limit; the failure pattern is an agent scanning a large table because nothing in the prompt mentioned cost.

Install

Terminal
uvx toolbox --prebuilt bigquery

Client configuration

Paste this into your MCP client config, then restart the client.

MCP client config (JSON)
{
  "mcpServers": {
    "avbbc": {
      "command": "npx",
      "args": ["-y", "uvx toolbox --prebuilt bigquery"]
    }
  }
}

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