mcp-bigquery-evals

A BigQuery MCP server with mandatory cost guardrails that dry-run every query before execution, and a measurable accuracy badge from an eval harness.

→ Umarfarook1/mcp-bigquery-evals · listed on glama

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

🔐

You'll be asked for 1 credential: ANTHROPIC_API_KEY

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

🔐 secretANTHROPIC_API_KEY

configMCP_BIGQUERY_FAKE_FIXTURE

configBIGQUERY_PROJECT— "": "YOUR_GCP_PROJECT_ID_HERE"

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 5 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/umarfarook1-mcp-bigquery-evals-3wwgfd)](https://m8ven.ai/mcp/umarfarook1-mcp-bigquery-evals-3wwgfd)

commit: 0bc5aca435bfefdf7239e1da7f1f35ca71573f7a

code hash: 0ee460015138cc251e3fbf1ed11c26c3dcf4eff04ba70efb3821b95bbb4d84d3

verified: 6/16/2026, 1:26:14 PM

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