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    Enables agents to capture ESP-IDF device serial output, wait for ordered expectations, detect crashes, decode Xtensa and RISC-V backtraces, and inspect core dumps after firmware flashing, closing the runtime feedback loop.
    6
    MIT
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    license
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    quality
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    Exposes CAREL STone automation to AI agents so they can create projects, generate compilable ST code, build, read structured compiler diagnostics and symbol tables, and search System library APIs without opening the IDE — enabling a generate-build-diagnose-fix loop.
    11
    MIT
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    An MCP server that enables AI assistants to analyze schematics, inspect PCBs, trace connections, validate designs, and generate embedded code for KiCad projects.
    39
    184
    MIT
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    Enables an MCP client to drive CST Studio Suite 2026 through its official Python automation API, covering 3D modelling, materials, ports, boundaries, mesh and solver configuration, solver runs, and result reading. Also provides verification and export tools — S11, reference impedance, port diagnostics, energy budget and model audit — plus Touchstone/ASCII/JSON evidence output and parameter sweeps, all locally over stdio.
    84
    4
    MIT
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    B
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    Enables agents to work with local hardware engineering context — registered repositories, imported PDFs and documents, and user-created system diagrams — through stdio tools for bounded source search and file reading, document text extraction and PDF page/crop rendering, and reading or drafting system architecture models. It runs entirely on local storage with no code index, hosted backend, or model provider routing, leaving the agent's own model, keys, and permissions intact.
    14 npm
    2
    MIT
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    B
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    Deterministic, local-first MCP server for IDA Pro and IDA Home, exposing 109 strict-schema operations for reverse engineering with policy-gated mutations, evidence tracking, and broad AI-client support.
    15
    GPL 3.0
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    MCP server for Arduino IDE 2.0 sketches. It exposes a small REST API plus an MCP stdio bridge so agents can read and write the main .ino file, list sources, and optionally compile with arduino-cli.
    61 npm
    MIT
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    Exposes 14 read-only tools over a firmware .axf/ELF image so an agent can resolve crash addresses to source lines, disassemble functions, rank symbol sizes, inspect struct layouts, and model stack depth. The parsed image is cached across calls, giving multi-step binary investigations without an IDE or build step.
    2
    MIT
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    Enables AI assistants to interact with B\&R Automation Studio projects by building code, running ARsim simulators, and reading or writing OPC UA variables. It facilitates industrial automation development and real-time variable integration through natural language commands.
    17
    MIT
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    Enables AI agents to control TriCore/AURIX debug sessions, including workspace loading, target connection, flashing, run control, breakpoints, and reading variables, registers, memory, and call stacks via the UDE Object Model.
    MIT
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    maintenance
    Enables AI clients to programmatically read, create, modify, compile, and verify PLC project code for Inovance AM/mid-size controllers running CoDeSys SP11, while keeping the IDE UI interactive and adopting existing sessions through persistent file-based IPC.
    MIT