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"Context Memory Systems and Techniques" matching MCP servers:

  • fw-context-mcp

    turbyho
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    Exposes tools for AI assistants to query a persistent SQLite+FTS5 index of C/C++ symbols parsed from real build commands, enabling sub-millisecond lookup, full-text search, and natural-language explanation without hallucination.
    Last updated
    33
    6
    MIT

  • KiCad Context MCP

    yigitabi5444
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    A read-only MCP server for AI agents to understand KiCad projects through progressive disclosure, providing compact summaries and drill-down tools for components, nets, traces, and ERC/DRC checks without blowing context budgets.
    Last updated
    7
    1
    MIT

  • mcp-svd

    pkt-lab
    F
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    quality
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    maintenance
    An MCP server that provides AI coding assistants with access to official ARM CMSIS SVD hardware register definitions for microcontrollers. It enables precise querying of register names, bit positions, and addresses to prevent hallucinations during embedded systems development.
    Last updated
    4
    1

  • jlink-mcp

    xun123456
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    quality
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    maintenance
    Enables AI assistants like Claude to directly debug microcontrollers via JLink, supporting breakpoints, single-step, memory/register access, variable inspection, RTT logging, and firmware flashing.
    Last updated
    25
    3
    MIT

  • rs3005p-mcp

    Gigaclank
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    license
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    quality
    C
    maintenance
    An MCP server that lets AI agents control an RS PRO RS-3005P/RS-6005P programmable DC power supply over USB/RS232, enabling voltage/current control, measurements, output switching, and memory operations.
    Last updated
    14
    MIT

  • openocd-mcp

    luiox
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    quality
    B
    maintenance
    An OpenOCD debug MCP server that manages debugging targets and sessions by reusing VS Code launch configurations. It enables firmware flashing, GDB command execution, and real-time status monitoring of embedded systems.
    Last updated
    8
    5
    MIT

  • pyocd-debug-mcp

    konbakuyomu
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    license
    A
    quality
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    maintenance
    Enables AI tools to perform full-featured embedded microcontroller debugging via pyOCD and CMSIS-DAP probes, including probe management, flashing, breakpoints, register/memory access, fault analysis, and RTT communication.
    Last updated
    58
    1
    MIT

  • J-Link RTT Viewer MCP

    MisakaMikoto128
    A
    license
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    quality
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    maintenance
    Enables AI assistants to interact with STM32 development boards via J-Link debugger using RTT communication, supporting connection, logging, memory operations, and firmware flashing through natural language.
    Last updated
    12
    MIT

  • GDB MCP Server

    zjm1060
    F
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    Enables AI agents to debug embedded systems by providing a comprehensive interface for GDB operations across multiple architectures like ARM and x86. It supports remote debugging via gdbserver or QEMU, allowing for detailed inspection of memory, registers, stack frames, and variables.
    Last updated
    31

  • serial-mcp

    davidalo
    F
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    quality
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    maintenance
    MCP server for serial port communication. Provides tools to open, read, write, and manage serial ports through the Model Context Protocol.
    Last updated
    10

  • dbgprobe-mcp-server

    es617
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    license
    A
    quality
    C
    maintenance
    Stateful MCP server for driving debug probes (J-Link) to flash, debug, and inspect embedded targets. Enables AI agents to perform flash, memory, breakpoint, and ELF/SVD-aware operations conversationally.
    Last updated
    41
    7
    MIT

  • MCP Remote Access

    RFingAdam
    A
    license
    A
    quality
    A
    maintenance
    Enables SSH and UART/serial port access for Claude Code to directly control remote devices like Raspberry Pi, embedded systems, and IoT devices. Supports command execution, file transfers via SFTP, and serial communication.
    Last updated
    24
    7
    AGPL 3.0

  • mcp-snap7

    daedalus
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    license
    B
    quality
    C
    maintenance
    Enables MCP clients to connect to and interact with Siemens PLCs via python-snap7, supporting read/write operations on data blocks, memory, timers, counters, and CPU management.
    Last updated
    22
    MIT

  • jlink-mcp

    Klievan
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    license
    B
    quality
    D
    maintenance
    Enables AI assistants to debug embedded devices via SEGGER J-Link probes, including reading memory, flashing firmware, streaming RTT logs, and diagnosing crashes.
    Last updated
    39
    10
    17
    MIT

  • kicad-mcp

    Gato513
    F
    license
    B
    quality
    B
    maintenance
    Enables LLM agents to operate on KiCad by reading compressed schematics (TOON format), executing atomic tools, and updating context via delta and local area.
    Last updated
    1
  • MeshCue Forge by Meshcue

    MeshCue Forgeofficial

    Meshcue
    A
    license
    -
    quality
    D
    maintenance
    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.
    Last updated
    MIT
  • sbl-debugger by soundbytelabs

    sbl-debuggerofficial

    soundbytelabs
    A
    license
    -
    quality
    D
    maintenance
    Enables AI assistants to debug ARM Cortex-M targets via GDB and OpenOCD, supporting attach, breakpoints, stepping, register/memory inspection, and SVD peripheral decoding.
    Last updated
    MIT