experiment-audit-mcp

Item: experiment-audit-mcp
Rating: 69
Author: M8ven

An MCP server that audits W&B experiments to catch confounded ablations, training pathologies, and misleading sweep conclusions across many runs.

→ SreeDharshan-GJ/experiment-audit · 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

// 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/sreedharshan-gj-experiment-audit-vdumfm)](https://m8ven.ai/mcp/sreedharshan-gj-experiment-audit-vdumfm)

commit: e19977562cd501cb3818fd32a845ca310ab397ac

code hash: bbd1b913cb5d3486cb592232d708fd6579166eeac92697d0fc63d5f4e37305ae

verified: 7/18/2026, 8:05:33 AM

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