Industrial Iot Python Packages

iaes

IAES — Industrial Asset Event Standard. A vendor-neutral event specification for industrial asset measurements, diagnoses, and maintenance intents.

predictive-maintenance-mcp

MCP server for predictive maintenance and machinery fault diagnosis. Gives AI assistants evidence-based vibration analysis - FFT, envelope, bearing fault detection, ISO 20816-3 severity - with a measured, blind CWRU benchmark. Local-first: raw signals never leave your machine. Includes a Claude Code plugin.

fastiot

FastIoT is a framework for rapid development of IIoT-Systems using Python as main programming language.

h1st

Power Tools for AI Engineers With Deadlines

kv-hostlink

Reliable Python client for KEYENCE KV series PLCs using the Host Link (Upper Link) protocol. Supports KV-8000, KV-7500, and KV-5500.

timeseries-qc

Time series data quality control for SCADA, DCS & historian data. Tag every row as good/suspect/bad with 5 built-in rules (null, flatline, delta, range, outlier), YAML config, and Plotly timeline charts. MIT licensed.

dyon

A domain-agnostic Python framework for building agentic digital twins, from live sensor ingestion to autonomous decision-making.

barbara-api-sdk

Official Python SDK for the Barbara Edge AI platform API. Typed, synchronous and asynchronous clients for nodes, clusters, applications, and models.

plc-comm-kv-hostlink

Reliable Python client for KEYENCE KV series PLCs using the Host Link (Upper Link) protocol. Supports KV-8000, KV-7500, and KV-5500.

metricchrono

Deterministic metric-change ledger for AI observability, robotics telemetry, and industrial monitoring

data-agent

Python package for accessing real-time and historical data on industrial historians and control systems.

iflow-mcp-lgdimaggio-predictive-maintenance-mcp

MCP server for predictive maintenance and machinery fault diagnosis. Gives AI assistants evidence-based vibration analysis - FFT, envelope, bearing fault detection, ISO 20816-3 severity - with a measured, blind CWRU benchmark. Local-first: raw signals never leave your machine. Includes a Claude Code plugin.

signalmap

Unsupervised anomaly detection and predictive maintenance for machine sensor data — vibration, acoustics, motor current — with signed verdicts anyone can verify offline.

mseep-predictive-maintenance-mcp

An open-source MCP server that turns LLMs into condition monitoring assistants for reliability engineers. It gives your AI assistant evidence-based vibration diagnostics: machine fault detection, severity assessment and diagnostic reports, for faster predictive maintenance decisions. Also available as a Claude Code plugin.

statorscope

Motor Current Signature Analysis that knows when to refuse. Detect broken rotor bars, stator faults and eccentricity from 3-phase current - and get told when your data can't support the answer.

zpe-iot

ZPE-IoT V0.0: DETERMINISTIC IOT SENSOR CODEC: 1D Time-Series | Chemosense | 17x Mean Compression | Rust Core | PyO3 Native | Edge-Deployable

modbus-curl

Like curl, but for Modbus. Read/write Modbus TCP and RTU registers from your terminal.