PLCEmulator v1.1.0, 1 star: hardware-free MELSEC and SLMP simulator

World Oil on AI and robotics moving oil and gas toward autonomy

Autonomy in the field is arriving one loop at a time, not as one big switch.

iot2mcp, 0 stars: an edge gateway that connects AI agents to factory equipment through an authenticated MCP endpoint

It pairs the Neuron protocol collector with an MQTT bus and a gateway, and an agent only sees the devices and tools its API key allows. Devices must be imported on purpose, and unknown nodes are never enrolled on their own.

For automation and IT/OT teams: a pattern for giving agents read access to plant data through one gated door.

Robotics engineers can now run simulation and training jobs by asking a coding agent

Nebius updated its open source Physical AI Workbench, built with NVIDIA, so Claude Code or Codex can set up, plan and run robot simulation, training and evaluation jobs and then walk through the results. It runs on Nebius's cloud, so it is a vendor tool with open code.

Image: Nebius