mendrift-mcp

Item: mendrift-mcp
Rating: 73
Author: M8ven

MCP server for autonomous MLOps incident response, enabling drift detection, deployment history analysis, and human-approved rollback execution via gated tools.

→ suneel190700/Mendrift · 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: MENDRIFT_APPROVAL_SECRET

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.

🔐 secretMENDRIFT_APPROVAL_SECRET

configMENDRIFT_DEMO— 0 runs the agent against real infrastructure rather than fixtures:

configMLFLOW_TRACKING_URI

configMENDRIFT_INCIDENT_LOG

configMENDRIFT_DATA_DIR

configMENDRIFT_LABEL_COL

// 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/suneel190700-mendrift-101fie)](https://m8ven.ai/mcp/suneel190700-mendrift-101fie)

commit: 559d72c709f480ac63f54e9ff4672dbcec8c418b

code hash: 525c27b2e13daa08ea9d86bd9903db01751d5ea59421c66d8d650425a87d12d8

verified: 7/31/2026, 9:04:18 AM

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