MLOps MCP Server

Item: MLOps MCP Server
Rating: 73
Author: M8ven

Enables Claude to interact with ML experiment tracking, model registries, and deployment pipelines across popular MLOps platforms like MLflow.

→ elliottdevo8/mlops-mcp-server · 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: WANDB_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.

configMLFLOW_TRACKING_URI— "": "http://localhost:5000"

🔐 secretWANDB_API_KEY— Weights & Biases 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 3 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/elliottdevo8-mlops-mcp-server-07gzz0)](https://m8ven.ai/mcp/elliottdevo8-mlops-mcp-server-07gzz0)

commit: 4b0c728a050e1f8026063ddb3060e53a1bcfdb2d

code hash: 9e445e516b130bfe4699be9d556f7aa40a62984093212c6cb7035bc100ddd0ef

verified: 7/21/2026, 9:13:45 AM

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