io.github.suneel190700/mendrift-mcpai

Mendrift

Verified · 3 days ago

MCP server for ML drift detection, MLflow registry diffing, and HMAC-gated model rollback

Install

claude mcp add mendrift-mcp -- uvx mendrift-mcp

Our take

This server targets ML operations tasks such as drift detection, MLflow registry comparisons, and controlled model rollback with HMAC gating. It is for MLOps engineers and teams managing model lifecycle risk in production environments. The feature set is more operationally serious than average, but with no visible adoption signals, it should be evaluated carefully before being trusted in rollback-sensitive workflows.

reviewed by hand · 2026-07-28

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Verification record

last verified
3 days ago
github stars
0
last commit
2 mo ago
archived
no
license
MIT
in registry since
2026-07-20

github.com/suneel190700/mendrift

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