Predictive Maintenance MCP Server: An open-source framework for integrating Large Language Models with predictive maintenance and fault diagnosis workflows

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Authors: Di Maggio, Luigi Gianpio
Cited by: 0

Abstract

A Model Context Protocol server that brings industrial machinery diagnostics directly to LLMs like Claude, enabling AI-powered vibration analysis, bearing fault detection, and predictive maintenance workflows through natural conversation.

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
14 August 2026