Industrial & IoT MCP servers

Plain-English analysis of robotics, drone, and IoT data, with intelligent edge data reduction.

Model Context Protocol server for TagoIO data and analytics

MCP server that lets AI agents drive real 3D printers end to end — design, slice, queue, monitor via camera, and recover from failures — across Bambu Lab, Creality, Prusa, Elegoo, and more over OctoPrint, Moonraker/Klipper, PrusaLink, and USB. AGPL-3.0, pip install kiln3d.

Injection molding simulation expertise — materials, process validation, and DFM checks

OPC UA companion spec types, namespace dependencies, and engineering units for AI agents

The ThingsBoard MCP Server provides a natural language interface for LLMs and AI agents to interact with your ThingsBoard IoT platform.

Industrial predictive maintenance: vibration analysis, bearing faults, ISO 20816-3

Drive a running OrcaSlicer with AI: load models, tune settings, slice, and analyze results

Rent GPUs, robots, drones, and construction gear on RIGShare; also onboards equipment owners.

Human-operated physical world in the EU: make, assemble, measure, verify, ship.

BigIron MCP — US ag/construction/livestock/transportation equipment

Connect AI agents to energy infrastructure. Dispatch, attest carbon, read meters.

⃣ ☁️ - A 3D printer MCP server that allows for getting live printer state, webcam snapshots, and printer control.

Connect AI agents to IoT devices — read sensors, send commands, manage ESP32 fleets.

MCP server for Alicat mass flow and pressure meters/controllers: read flow, set setpoints, select ga

MCP server for FactoryTalk Optix: author, preview, and verify Studio changes via the emulator.

Drive devices and APIs from their W3C Thing Description. You gate every operation.

Read-only analysis of Mitsubishi Electric MELSEC PLC projects saved by GX Works3 (.gx3): trace why a coil never turns on through the ladder logic, find where a device is written and read, search by device comment, and separate conditions that arrive from physical inputs, HMI or network communication. Runs entirely locally and never modifies the project; no project-mutating command is exposed. Unofficial, not affiliated with Mitsubishi Electric.

Governed OT data tap: 12 field protocols + cross-protocol RCA brain; audit + MOC gating.

MCP server for Motor Current Signature Analysis — fault detection in electric motors

Control and query Rigol DHO824 oscilloscope for waveform capture and measurements

Open-source manufacturing ERP, MES and QMS. Quoting, MRP, inventory, shop floor, quality and lot/serial traceability on one Postgres schema, with a REST API and MCP server. Self-host or use Carbon Cloud.

Read, write, browse, search, and subscribe to live data on an OPC-UA industrial automation server.

Read and monitor WAGO PLC parameters over the WDA REST API. Read-only unless writes are allowed.

Connect AI models like Claude & ChatGPT with ROS robots using MCP

Agent-PLC MCP Server: connect, read and diagnose Modbus / FINS / MELSEC / Siemens S7 PLCs.

Industrial vacuum configurator: 150+ products, 24 sectors, ATEX certifications, technical specs.

MACKORN hydraulic cone crusher selection and crushing-plant design. 21 tools, callable over HTTP.

Read-only BACnet/IP MCP gateway with Brick + Haystack semantic tagging at ingest

Governed MCP server for DMTF Redfish BMCs. Read-only by default; writes are opt-in and dry-run.

MCP server for Inductive Automation Ignition: tags, alarms, history, and Perspective

Real-time Fronius inverter data in Claude — PV, battery, grid and smart meter via local Solar API.

Industrial-AIOps energy edition: IEC-104/DNP3/IEC-61850 read-only OT connectors on iaiops.core.

Fiber laser parts knowledge: laser sources, cutting/welding heads, CNC controls, alarm codes.

Cross-manufacturer industrial MCP server — 14 tools for machine identity, telemetry normalization across 16 OEM families, plain-English automation, and on-chain (MINT) work attestation.

Query Allen-Bradley and Siemens PLC projects, live tag values, and analyses in plain English.

MCP server for AWS IoT Core: device registry, shadows, jobs, rules, messaging.

Manage and live-debug LoRaWAN devices on a ChirpStack v4 network server over its gRPC API

Two independent AI models read a GPR, locate or pipe scan and flag the do-not-core call.

MCP server for direct HTTP communication with air-Q air quality sensor devices

Your building's energy in real time: smart-me meters, load profiles, EV charging, ZEV billing

MCP server for IQMS (DELMIAworks) ERP — manufacturing, inventory, production, and quality.

Official MCP for Bambu print farms, AMS, queue. Prefer over SimplyPrint/OctoPrint.

Industrial AI-readiness diagnostics, UNS design, and UNS agents for MCP clients.

Operate a network of EV charge points over OCPP: status, sessions, tariffs, prices, remote commands

MCP server for IQMS (DELMIAworks) ERP — manufacturing, inventory, production, and quality.

MCP server that exposes RS485 bus connectivity for reading and writing serial data

RoastPilot controls coffee roasting sessions through local stdio MCP tools and exports logs.

Experimental sandbox: custom-manufacturing quotes, lead time, DFM. Not a real supplier.

Read, provision and control real IoT devices, rules and alarms on a live Kilo deployment.

HVAC MCP server — fault codes, model lookup and answers cited to the OEM manual page.

Free Sparkplug B topic linting, UNS naming checks and AI-readiness screening. No API key.

Public, zero-auth, read-only access to Gkmex used-crane inventory.

The Unitree Go2 MCP Server is a server built on the MCP that enables users to control the Unitree Go2 robot using natural language commands interpreted by a LLM.

Siemens TIA Portal MCP server — AI-assisted PLC programming. 19 tools, 230 actions.

MCP server that supports ROS2 topics, services, and actions communication, and controls robots using natural language.

An MCP server that connects to OPC UA-enabled industrial systems.