Predictive Maintenance MCP
未认领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.
ai-agentanomaly-detectionbearing-fault-diagnosisclaude-agentsclaude-aicondition-monitoringenvelope-analysisfastmcpfault-diagnosisiiotindustrial-iotindustry-4-0iso-20816mcpmcp-servermodel-context-protocolpredictive-analyticspredictive-maintenancesignal-processingvibration-analysis
安装
$
pip install predictive-maintenance-mcp