3 projects
predictive-maintenance-mcp
AI agent for predictive maintenance & condition monitoring — Open-source MCP server and Claude Code plugin with 52 endpoints for vibration analysis, bearing fault detection, ISO 20816 severity assessment, ML anomaly detection, and remaining useful life estimation via natural language
machina-ai
The open-source Python framework for building AI agents specialized in industrial maintenance.
mcp-server-mcsa
MCP server for Motor Current Signature Analysis (MCSA) — spectral analysis, fault frequency calculation, and fault detection in electric motors
