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"Kotlin RAG (Retrieval-Augmented Generation) implementation resources" matching MCP servers:

  • vivado-mcp-agent

    wangyuxin0707
    A
    license
    Not graded
    quality
    D
    maintenance
    MCP server for deterministic Vivado FPGA automation including project scaffolding, simulation, synthesis, implementation, and gated bitstream generation.
    4
    MIT

  • nrf-mcp

    pshanesmith
    A
    license
    A
    quality
    D
    maintenance
    An MCP server for Nordic nRF Connect SDK development that enables users to list, read, and search documentation and sample code from the nrfconnect/sdk-nrf repository. It provides Claude with specialized tools to navigate SDK resources, source files, and configuration examples directly through the GitHub API.
    3
    18
    MIT

  • embedcalc-mcp

    ethan-hub26
    A
    license
    A
    quality
    B
    maintenance
    MCP server providing embedded engineering calculators and code generators as tools for AI agents, enabling precise, deterministic embedded math and C code generation.
    29
    208
    MIT

  • silotek-serial-mcp

    JOCOIN94
    F
    license
    A
    quality
    B
    maintenance
    A headless MCP server that enables AI tools (like Claude Code) to read and analyze serial logs from embedded boards (ESP32, STM32) for firmware debugging, with read-only tools for log retrieval and a built-in web viewer.
    6

  • vHal MCP Server

    feevlic
    A
    license
    A
    quality
    D
    maintenance
    Enables Android Automotive developers to explore and implement Vehicle Hardware Abstraction Layer (vHAL) properties with intelligent tools for property analysis, source code lookup, implementation guidance, and automated code generation for automotive systems like climate control and seat management.
    8
    1
    MIT

  • siglent-sdg-mcp

    MagnusJohansson
    A
    license
    A
    quality
    D
    maintenance
    MCP server that lets AI assistants control Siglent SDG waveform generators over a local network using natural language, supporting signal generation, modulation, sweep, burst, and arbitrary waveforms.
    21
    11
    MIT

  • mcp-rs232

    daedalus
    A
    license
    A
    quality
    C
    maintenance
    An MCP server that exposes RS232 serial port connectivity, enabling listing, opening, reading, and writing to serial ports via tools and resources.
    6
    MIT

  • mcp-stm32cubeide-server

    Helistana
    A
    license
    Not graded
    quality
    C
    maintenance
    An MCP server that lets AI coding agents drive the full STM32 development loop—code generation, build, flash, debug, serial monitoring, and fault diagnosis—end to end via CubeIDE, CubeMX, CubeProgrammer, OpenOCD, and GDB.
    MIT

  • QRWC Svelte MCP

    M3-Technology-Group
    A
    license
    Not graded
    quality
    D
    maintenance
    MCP server that provides tools, resources, and prompts to help LLMs build Svelte UI components for Q-SYS systems, including discovering components and controls from a Q-SYS Core.
    10
    4
    Apache 2.0

  • FreeRTOS Embedded Development

    aitersmam888
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables automated generation of FreeRTOS embedded projects for chips like BK7252, STM32F4, and ESP32. Provides intelligent project structure creation, peripheral driver code generation, and complete embedded development workflows through natural language interaction.
    3
    MIT

  • poc_scout

    kaf6rim
    A
    license
    Not graded
    quality
    B
    maintenance
    IoT firmware CVE intelligence and PoC auto-download MCP server for AI agents, enabling vulnerability lookup, EPSS risk ranking, and PoC retrieval by firmware/component.
    AGPL 3.0

  • vivado-mcp

    WangErShao
    A
    license
    Not graded
    quality
    C
    maintenance
    A lean MCP server that lets AI agents drive Xilinx Vivado for synthesis, implementation, simulation, and diagnostics through 30 curated tools and raw Tcl execution.
    Apache 2.0

  • motor

    programadores-obreros
    A
    license
    Not graded
    quality
    A
    maintenance
    An MCP server that exposes five tools for generating verified electronic circuit documentation, including netlist verification, component lookup, and generation of schematics, boards, and renders.
    MIT

  • ScopeMCP

    Kletternaut
    A
    license
    Not graded
    quality
    D
    maintenance
    An MCP server that connects AI assistants to the Owon DS1102 oscilloscope, enabling waveform capture, measurement retrieval, and remote control of scope settings.
    GPL 3.0