TOOL

TwinCAT-XAE-MCP lets an AI agent drive Beckhoff TwinCAT 3 engineering

Through the TE1000 Automation Interface it can walk the System Manager tree, author PLC code, configure EtherCAT IO, link variables, build and deploy, with runtime actions confirmation-gated and off by default.

For controls: use an MCP client beside a running XAE Shell to draft POUs and IO maps the way an engineer would in the GUI, without giving the agent unsupervised download rights.

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TOOL

PDK lets an AI agent build and test Ignition Perspective views on a dev gateway

It checks a view against the Perspective schemas on your Ignition install, deploys it to a sandbox project on a development gateway, and opens it in a headless browser so clipped text, bad tags and script errors come back on the component. It is for development gateways only, and it is not affiliated with Inductive Automation.

For controls engineers: have an agent build a Perspective view, deploy it to a dev gateway, and read back what failed.