Predictive Maintenance Python Packages

climagrid

Climate data, grid-ready, open NOAA/NASA/USDA inputs for electric utility predictive maintenance.

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.

mcp-server-mcsa

MCP server for Motor Current Signature Analysis (MCSA) — spectral analysis and fault detection in electric motors in natural language through LLMs

atlantic

Atlantic: Automated Data Preprocessing Framework for Machine Learning

ceruleo

CeRULEo: Comprehensive utilitiEs for Remaining Useful Life Estimation methOds

h1st

Human-First AI (H1st)

mdpsolver

A fast solver for Markov Decision Processes

smwiredpy

SMWiredPy is python library for Sensemore vibration/accelerometer sensors

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.

datagene

Data Comparison Toolbox with Transformation and Similarity Analysis

h1st-contrib

Power Tools for AI Engineers With Deadlines