# BigQuery Analysis

> Use this tool when you need to safely analyze large Google BigQuery datasets, validate SQL queries, and estimate processing sizes to prevent costly or destructive operations. It solves problems related to uncontrolled data manipulation and excessive query sizes, providing a secure interface for data analysts and developers. The tool accepts SQL queries as input and returns results in JSON format, making it ideal for controlled analytics operations on big data.

Canonical page: https://skillsregistry.net/skills/gotalab-bigquery-analysis  
JSON: https://api.skillsregistry.net/v1/skills/gotalab-bigquery-analysis

## Description

The BigQuery Analysis MCP Server provides tools for safely executing SQL queries on Google BigQuery datasets. It offers two main capabilities: performing dry runs to validate queries and estimate their processing size, and executing validated queries with built-in safeguards that prevent data manipulation language (DML) statements and limit query size to 1 TB. The server uses application default credentials for authentication and returns query results in JSON format, making it ideal for data analysts and developers who need to perform controlled analytics operations on large datasets without risking costly or destructive operations.

## Trust

- **Trust score (0–1):** 0.65
- **Verification tier:** scanned
- **Last scanned:** 2026-09-02

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** database
- **Updated:** 2026-09-02

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/gotalab-bigquery-analysis)
- **Repository:** <https://github.com/gotalab/bigquery-analysis-mcp-server>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "gotalab-bigquery-analysis"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/gotalab-bigquery-analysis` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/gotalab-bigquery-analysis/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt