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.
This project helps operations engineers, maintenance technicians, and reliability specialists diagnose machinery health. You provide vibration data from industrial equipment, often through natural language conversations with an AI assistant like Claude. It then analyzes the data to detect issues like bearing faults, assess their severity, and generate comprehensive diagnostic reports, accelerating expert decision-making.
Used by 1 other package. Available on PyPI.
Use this if you need an AI assistant to automatically analyze vibration data, detect machinery faults, and produce detailed diagnostic reports without manual tool operation.
Not ideal if you prefer to manually operate specialized signal processing software for vibration analysis or need to perform custom, non-standard diagnostic procedures not covered by the included tools.
Stars
19
Forks
2
Language
Python
License
—
Category
Last pushed
Mar 11, 2026
Commits (30d)
0
Dependencies
8
Reverse dependents
1
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