evalgate

Item: evalgate
Rating: 71
Author: M8ven

Eval-integrity statistics for AI benchmark claims — multiple-testing correction, power/MDE for model gaps, judge-bias and leaderboard-rank checks. Catches a benchmark number that won't survive a second look.

→ ipezygj/evalgate · 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.

// 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 4 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/ipezygj-evalgate-0emt5p)](https://m8ven.ai/mcp/ipezygj-evalgate-0emt5p)

commit: 8bb3ed8d185e53d1ac2641329816c4b9b2523f07

code hash: 2c4b531ac1fa66586069c4ed78158cbe3f8b4c922e07fd71b68c44f19c71601f

verified: 7/25/2026, 8:32:22 AM

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