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C
Emerging
74/100
1 day ago

bigquery-mcp

MCP server for secure BigQuery access across multiple Google Cloud projects, enabling querying, schema exploration, and data analysis with SQL validation and read-only controls.

→ aicayzer/bigquery-mcp· listed on glama

Emerging. No concerning findings. Grades remain capped until the project builds reputation through adoption. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

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Who stands behind it

aicayzer

Source: 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.
// environment variables
To run this server yourself, you supply these values. They go in your own MCP client configuration and stay on your machine. The secret label means the value is sensitive, not that the server mishandles it.
configLOG_LEVEL
configBIGQUERY_BILLING_PROJECT
configGOOGLE_APPLICATION_CREDENTIALS
configBIGQUERY_LOCATION
configCOMPACT_FORMAT
configLOG_QUERIES
configLOG_RESULTS
// full audit trail
The findings above are the summary. The full trail, every check we ran, each deduction, the network hosts observed and the dependency advisories, goes to verified publishers, along with an alert whenever a new one lands. Verified publishers can also review each finding and dispute it in one click. Publisher corrections have sharpened several of our checks this month, because the maintainer knows the codebase better than any scanner.
// embed badge in your README
[![M8ven Score](https://m8ven.ai/badge/mcp/aicayzer-bigquery-mcp-5a9vtg)](https://m8ven.ai/mcp/aicayzer-bigquery-mcp-5a9vtg)
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commit: fc874c512556c6bbf2f2505572fe193f2d522390
code hash: 7fa1438b586bf9fa75882f31db4dd80f506094029cc782aa5aa71c393da057fb
verified: 8/18/2026, 3:27:51 AM
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