Fault Diagnosis Python Packages

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.

manastone-diag

Offline fault diagnosis assistant for the AgiBot X2 Ultra humanoid: drop in a log package, get a three-round reviewed diagnosis. Rules + causal inference + LLM agent.

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

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

mseep-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

Python implementation of the CCRL method from Advanced Engineering Informatics paper DOI 10.1016/j.aei.2025.103297.

pusion

Pusion (Python Universal Fusion) is a generic and flexible framework written in Python for combining multiple classifier’s decision outcomes.