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    An open-source MCP server that turns natural language hardware descriptions into complete, buildable projects including circuits, firmware, 3D-printable enclosures, PCB files, and documentation.
    MIT
  • A
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    A
    maintenance
    Provides AI assistants with tools for Arm architecture development, migration, and optimization, including knowledge base search, code migration analysis, container inspection, assembly performance analysis, and workload performance testing.
    91
    Apache 2.0
  • A
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    C
    maintenance
    Enables AI agents to manage MicroPython and CircuitPython boards over USB, including listing boards, browsing and editing files, running Python code, resetting boards, and installing firmware.
    2
    MIT
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    B
    maintenance
    Enables AI assistants to connect to and control the IAR C-SPY debugger through MCP tools, supporting session lifecycle, run control, breakpoints, memory inspection, stack and locals viewing, disassembly, symbol lookup, and terminal I/O capture.
    MIT
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    MCP server for Nordic Semiconductor's Power Profiler Kit II (PPK2), enabling current measurement and device control via 12 tools from Claude.
    1
    MIT
  • A
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    quality
    C
    maintenance
    An MCP server that provides comprehensive debugging capabilities for J-Link debuggers, enabling memory, flash, register, and RTT operations through AI assistants.
    33
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    MCP server for Reachy Mini robot that exposes robot state and motion control to LLM frontends like Claude Desktop.
    MIT
  • A
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    MCP server for deterministic Vivado FPGA automation including project scaffolding, simulation, synthesis, implementation, and gated bitstream generation.
    4
    MIT
  • A
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    C
    maintenance
    Enables interaction with Qualcomm modems via the DIAG/QCDM protocol over serial ports, providing tools for NV read/write, memory peek/poke, and EFS file operations.
    GPL 3.0
  • A
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    quality
    C
    maintenance
    Enables GDB debugging for embedded development workflows, allowing users to start sessions, load programs, set breakpoints, step through code, and examine memory/registers/variables via natural language.
    3
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    A local stdio MCP server for embedded firmware automation that exposes tools to build, flash, reset devices, and capture serial logs through a device configuration file.
    1
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    This MCP server enables AI models to interact with ESP32 devices, providing built-in tools for web search, note management, calculator, and custom tools like todo lists and timers.
    MIT
  • A
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    Not graded
    quality
    D
    maintenance
    An MCP server for ROS 2 environments that connects via rosbridge WebSocket, enabling topic/service introspection, publish/subscribe, service calls, robot connectivity checks, and polishing pipeline operations.
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    An MCP server that lets you define and run custom shell commands via YAML templates, with built-in tools for flashing and serial communication in embedded development.
    20
    4
    Apache 2.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables read-only access to Beckhoff TwinCAT PLCs via ADS, allowing queries of device info, symbols, variables, and EtherCAT diagnostics through natural language.
    7
    MIT
  • A
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    quality
    C
    maintenance
    Connects AI agents to Siemens industrial PLCs for automatic monitoring and control of industrial equipment.
    21
    MIT
  • A
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    maintenance
    Enables AI agents to query a verified, sourced knowledge base about NVIDIA Jetson devices via the Model Context Protocol, with every claim cited and knowledge gaps explicitly stated.
    Apache 2.0
  • A
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    quality
    C
    maintenance
    Enables LLM agents to control Qualcomm EDL devices speaking the Firehose protocol, including partition read/write/erase, storage info queries, raw XML commands, and device reset.
    GPL 3.0