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"A server to improve math capability of AI" matching MCP servers:

  • 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

  • Serial MCP Server

    es617
    A
    license
    A
    quality
    C
    maintenance
    Allows AI agents to interact with serial devices via RS232/UART, enabling port listing, connection, read/write, control line manipulation, and protocol specification for automated debugging and testing.
    27
    16
    MIT

  • OBD MCP Server

    ayhammouda
    A
    license
    A
    quality
    B
    maintenance
    A local-first, read-only MCP server for vehicle diagnostics that exposes structured OBD-II tools for reading PIDs, DTCs, and ECU snapshots without raw protocol access.
    7
    Apache 2.0

  • BLE MCP Server

    es617
    A
    license
    A
    quality
    C
    maintenance
    A stateful Bluetooth Low Energy (BLE) MCP server that enables AI agents to scan, connect, read/write characteristics, and subscribe to notifications on BLE devices.
    35
    15
    MIT

  • dbgprobe-mcp-server

    es617
    A
    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.
    41
    8
    MIT

  • KiCad MCP Server

    Seeed-Studio
    A
    license
    B
    quality
    A
    maintenance
    An MCP server that enables AI assistants to analyze schematics, inspect PCBs, trace connections, validate designs, and generate embedded code for KiCad projects.
    39
    72
    MIT

  • Kura MCP Server

    MMaiero
    F
    license
    B
    quality
    D
    maintenance
    Enables AI assistants to manage and monitor Eclipse Kura IoT gateways through their REST APIs, supporting device configuration, deployment, and cloud connectivity.
    18

  • embedded-serial-mcp

    vividcode-ai
    A
    license
    -
    quality
    C
    maintenance
    A professional MCP server for serial port communication, enabling AI assistants to list, connect, send/receive data, and manage serial connections with embedded systems, IoT devices, and hardware debugging hardware.
    1
    MIT

  • embedded-gdb-mcp

    vividcode-ai
    A
    license
    -
    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

  • Firmware MCP Server

    Alooswr
    A
    license
    -
    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

  • Beckhoff PLC MCP Server

    malcolm-mill
    A
    license
    -
    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

  • matter-mcp-server

    MatterCoder
    A
    license
    -
    quality
    D
    maintenance
    Enables AI assistants to directly interact with Matter devices and protocol operations, including device commissioning, attribute read/write, commands, and event monitoring, through natural language.
    7
    MIT

  • dwf-mcp-server

    KenosInc
    A
    license
    -
    quality
    C
    maintenance
    Enables control of Digilent WaveForms instruments (oscilloscope, AWG, logic analyzer) over USB, supporting devices like Analog Discovery 2/3 and Digital Discovery.
    2
    MIT

  • KiCAD MCP Server

    ercbb
    A
    license
    -
    quality
    D
    maintenance
    Enables AI assistants like Claude to interact with KiCAD for PCB design automation, providing comprehensive tool schemas and real-time project state access.
    50
    2
    MIT