W&B Analytics

Item: W&B Analytics
Rating: 45
Author: M8ven

MCP server extending Weights & Biases with hyperparameter importance analysis using RandomForest and SHAP, sweep summaries, regression detection, and Plotly chart generation.

→ bettyguo/mcp-wandb-2 · listed on pulsemcp

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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 1 concrete improvement we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

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[![M8ven Score](https://m8ven.ai/badge/mcp/bettyguo-mcp-wandb-2-19xy3i)](https://m8ven.ai/mcp/bettyguo-mcp-wandb-2-19xy3i)

commit: b452af9342d6a755effcfea2e4d0734a345ed49a

code hash: 336822906824e623c0ce9a8ce0568d2c0dd441f75067f64d241fd65899ddd88c

verified: 6/11/2026, 11:46:58 AM

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