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    Enables AI agents to parse Yaskawa MotionWorks IEC 3 project exports and query POUs, variables, data types, tasks, I/O and motion configuration across multiple export formats. It also decompiles the installed firmware library help to expose motion function-block signatures, parameters and documentation.
    28
    MIT
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    Enables AI agents to parse Rockwell/Allen-Bradley L5X project exports and query PLC tags, UDTs, routines, AOIs, and I/O modules, including cross-reference search across logic to trace where a symbol is used. Ladder logic is returned as compact NeutralText with rung comments, keeping context windows small.
    12
    MIT
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    Enables AI agents to correlate Ignition SCADA tags with Studio 5000 PLC logic, trace tags end-to-end from SCADA configuration to PLC rungs, and identify commissioning gaps between the two systems.
    4
    MIT
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    Enables AI agents to read, understand, and interact with Ignition SCADA projects and gateways through the Model Context Protocol. Provides structured access to tags, Perspective views, scripts, UDTs, alarm pipelines, and named queries, plus opt-in live tag reads/writes, script execution, and tag history on a running gateway.
    17
    MIT
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    Enables agents to control Windows desktop applications through UI Automation and Win32, supporting window management, mouse/keyboard input, element inspection, screenshots, OCR, macro recording, and autonomous multi-app missions. It also provides an HTTP/stdio MCP interface, an operator UI, and optional telemetry and safety controls.
    MIT
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    Connects MCP clients to FactoryTalk Optix Studio on Windows so users can author widgets, properties, bindings, and screen navigation in an open project simply by describing the change in natural language. It also runs Studio's built-in emulator and verifies the rendered runtime through screenshots, clicks, and OCR text reads, while leaving hardware deployment to Studio.
    MIT