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predictive-maintenance-mcp

AI agent for predictive maintenance & condition monitoring — Open-source MCP server and Claude Code plugin with 48 endpoints for vibration analysis, bearing fault detection, ISO 20816 compliance, and ML anomaly detection via natural language

bibmon

Python package that provides predictive models for fault detection, soft sensing, and process condition monitoring.

grape-mathlab

GRAph Parallel Environment

iflow-mcp-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.

ccrl

CCRL is a research framework for continual fault diagnosis in aero-engines. It integrates contrastive representation learning with reinforcement learning strategies to support incremental fault pattern discovery while maintaining stable diagnostic performance on previously learned conditions.

pusion

Pusion (Python Universal Fusion) is a generic and automated framework for decision fusion written in Python.

mseep-predictive-maintenance-mcp

Proof of Concept: AI-Powered Predictive Maintenance & Fault Diagnosis MCP Server - Industrial machinery condition monitoring, vibration analysis, bearing diagnostics, and ML-based anomaly detection through Model Context Protocol