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LG
predictive-maintenance-mcp
by LGDiMaggio
MCP server for predictive maintenance and machinery fault diagnosis. Gives AI assistants evidence-based vibration analysis - FFT, envelope, bearing fault detection, ISO 20816-3 severity - with a measured, blind CWRU benchmark. Local-first: raw signals never leave your machine. Includes a Claude Code plugin.
79stars26forks3watchers/subscribers14issues
ai-agentanomaly-detectionbearing-fault-diagnosisclaude-agentsclaude-aicondition-monitoringenvelope-analysisfastmcpfault-diagnosisiiotindustrial-iotindustry-4-0iso-20816mcpmcp-servermodel-context-protocolpredictive-analyticspredictive-maintenancesignal-processingvibration-analysis
- Language
- Python
- License
- Other
- Size
- 82.9 MB
- Created
- Nov 11, 2025
- Last Updated
- Sep 4, 2026
- Last Pushed
- Aug 20, 2026
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