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predictive-maintenance-mcp

AI agent for predictive maintenance & condition monitoring — Open-source MCP server and Claude Code plugin with 48 endpoints for vibration analysis, bearing fault detection, ISO 20816 compliance, and ML anomaly detection via natural language

mcp-server-mcsa

MCP server for Motor Current Signature Analysis (MCSA) — spectral analysis, fault frequency calculation, and fault detection in electric motors

iflow-mcp-lgdimaggio-predictive-maintenance-mcp

AI-Powered Predictive Maintenance & Fault Diagnosis through Model Context Protocol. An open-source framework for integrating Large Language Models with predictive maintenance and fault diagnosis workflows.

mseep-predictive-maintenance-mcp

Proof of Concept: AI-Powered Predictive Maintenance & Fault Diagnosis MCP Server - Industrial machinery condition monitoring, vibration analysis, bearing diagnostics, and ML-based anomaly detection through Model Context Protocol