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