MLLoop

Item: MLLoop
Rating: 69
Author: M8ven

An MCP server that enforces a scientific-method loop for AI-driven machine learning experiments, with hypothesis gating, diagnostics, and data forensics.

→ Sin991114/mlloop · 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.

// required environment variables

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

configMLLOOP_WORKSPACE

// 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/sin991114-mlloop-q1wx4z)](https://m8ven.ai/mcp/sin991114-mlloop-q1wx4z)

commit: b60365b4bda3b7b80c97aac9e5626ba12892d310

code hash: afbc46feabd6fb76cd1a4550393569c6e9a2377ab044cea9d25388f2bd4ce90d

verified: 7/11/2026, 8:20:10 AM

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