Predictive Maintenance MCP Server

Example Use Cases

• 1

  Perform AI-driven vibration analysis and bearing fault detection from raw industrial machinery data.

• 2

  Generate professional-grade maintenance reports compliant with ISO 20816-3 standards.

• 3

  Integrate machine manuals and bearing catalogs for enhanced diagnostics using natural language.

Description

This open-source MCP server transforms raw vibration data into actionable maintenance insights by bridging industrial diagnostic tools with large language models like Claude. It supports advanced diagnostics such as FFT analysis, envelope demodulation, ISO 20816-3 compliance, and ML anomaly detection, all accessible via natural language queries. The server ensures local data processing for privacy and is modular, extensible, and enterprise-ready.