LGDiMaggio/predictive-maintenance-mcp

Implements 48 MCP endpoints organized around ISO 13374's six-block diagnostic architecture, enabling LLMs to perform vibration analysis, FFT spectrum processing, envelope demodulation, and bearing fault detection on local sensor data without exposing raw signals. Built on FastMCP and deployed as an HTTPS server with stdio/SSE transport options, it includes a Claude Code plugin with 7 domain skills and integrates ML-based anomaly detection, RAG-enabled equipment manual search, and automated ISO 20816-3 compliance reporting.

Used by 1 other package. Available on PyPI.