io.github.LGDiMaggio/predictive-maintenance-mcpother

Predictive Maintenance

Synced · awaiting check

Industrial vibration analysis, bearing fault diagnosis, ISO 20816, and ML anomaly detection

Install

claude mcp add predictive-maintenance-mcp -- uvx predictive-maintenance-mcp

Our take

This server targets industrial condition monitoring, covering vibration analysis, bearing fault diagnosis, ISO 20816 context, and anomaly detection. It is meant for maintenance, reliability, or manufacturing use cases where agents need domain-specific diagnostic tooling. The domain fit is clear, but it is specialized and potentially high-stakes, so quality should be judged by the underlying engineering and validation rather than the listing alone.

reviewed by hand · 2026-07-21

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Verification record

last verified: 7 days ago
in registry since: 2026-07-13

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