all tools / hardware
As of the latest check, Glimind tracks 164 hardware AI agent (MCP) tools, of which 4 are healthy right now. The table below ranks them live-first by real-time reliability.
| tool | status | what it does | |
|---|---|---|---|
| recommend_hardware io.github.TheBaronofAI/vetted-consumer | healthy | Ranked list of catalogued, buyable machines that run a model at the requested context, cheapest first, with an optional budget cap. | alternatives |
| cheapest_hardware_for_model io.github.TheBaronofAI/vetted-consumer | healthy | The cheapest catalogued, buyable machine that runs a given model at Q4 with the requested context. | alternatives |
| compare_hardware io.github.TheBaronofAI/vetted-consumer | healthy | Side-by-side memory, bandwidth, price, and (with a model) fit + tok/s for 2 to 4 machines. | alternatives |
| get_accelerator_costs io.github.SiliconAnalysts/silicon-analysts | healthy | Returns 18 AI accelerators (H100/H200/B100/B200/GB200/GB300/Rubin, MI300X/MI355X/MI455X, Gaudi 3, TPU v5p/v6e, Trainium 2/3, Maia 100, MTIA | alternatives |
| get_ring_configuration oura-mcp | unknown | Ring model, color, size, firmware version | alternatives |
| get_audio_devices noackjona-hash/system-media-control-mcp | unknown | Lists available system output and input audio hardware controllers. | alternatives |
| capture_and_analyze_i2c_native modelclixxo/dsview-mcp | unknown | End-to-end capture and analyze workflow for I2C that persists artifacts automatically. | alternatives |
| capture_and_analyze_spi_native modelclixxo/dsview-mcp | unknown | End-to-end capture and analyze workflow for SPI that persists artifacts automatically. | alternatives |
| capture_and_analyze_uart_native modelclixxo/dsview-mcp | unknown | End-to-end capture and analyze workflow for UART that persists artifacts automatically. | alternatives |
| turn_off_led hemantkamalakar/Nordic Thingy:52 MCP Server | unknown | Disable LED | alternatives |
| list_devices io.github.KenosInc/dwf-mcp-server | unknown | List all connected Digilent WaveForms devices | alternatives |
| spi_transfer io.github.embeddedci-com/embeddedci-mcp | unknown | One full-duplex SPI transaction with any device on the SPI pins. | alternatives |
| spi_flash_info io.github.embeddedci-com/embeddedci-mcp | unknown | Read the JEDEC ID and size of the SPI NOR flash on the SPI pins. | alternatives |
| spi_flash_program io.github.embeddedci-com/embeddedci-mcp | unknown | Erase, write and verify an image in the SPI NOR flash. | alternatives |
| spi_flash_read io.github.embeddedci-com/embeddedci-mcp | unknown | Read flash bytes to a file, or up to 4096 bytes as hex. | alternatives |
| i2c_sensor_types io.github.embeddedci-com/embeddedci-mcp | unknown | The models the pod emulates, with their addresses and readings. | alternatives |
| enable_gps io.github.embeddedci-com/embeddedci-mcp | unknown | Start the GPS receiver on tx, the channel wired to the DUT's RX. | alternatives |
| set_gps io.github.embeddedci-com/embeddedci-mcp | unknown | Change the GPS fix (any subset); fix=0 drops the lock. | alternatives |
| disable_gps io.github.embeddedci-com/embeddedci-mcp | unknown | Stop the GPS receiver and release its pin. | alternatives |
| gps_status io.github.embeddedci-com/embeddedci-mcp | unknown | The GPS session (tx, baud, rate, epochs, overruns) and the fix it prints. | alternatives |
| current_out io.github.embeddedci-com/embeddedci-mcp | unknown | Hold a current on the 4-20 mA output (J9), in amps, or read its range. | alternatives |
| calibration io.github.embeddedci-com/embeddedci-mcp | unknown | The stored calibration of the 4-20 mA input and the fit it uses. | alternatives |
| calibrate io.github.embeddedci-com/embeddedci-mcp | unknown | Measure and store the 4-20 mA input's offset, or clear it. | alternatives |
| list_ports zhang-firmware/UART MCP Server | unknown | Enumerate available Windows COM ports. | alternatives |
| open_port zhang-firmware/UART MCP Server | unknown | Open a serial port with specified baud rate. | alternatives |
| close_port zhang-firmware/UART MCP Server | unknown | Close the currently open serial port. | alternatives |
| flash_erase Embedded Debugger (probe-rs) | unknown | Erase flash when erase permissions are enabled. | alternatives |
| find_adc_pins io.github.wedsamuel1230/electronic-mcp-server | unknown | ADC channel mapping | alternatives |
| find_spi_pins io.github.wedsamuel1230/electronic-mcp-server | unknown | SPI bus pins | alternatives |
| generate_pin_diagram_ascii io.github.wedsamuel1230/electronic-mcp-server | unknown | Visual pinout diagrams | alternatives |
| disk_details profanter-dev/truenas-mcp | unknown | Single disk: serial, size, temperature, full SMART history, vdev assignment, ZFS errors | alternatives |
| power_supply io.github.KenosInc/dwf-mcp-server | unknown | Control the programmable power supply (V+ / V-) | alternatives |
| device_state io.github.KenosInc/dwf-mcp-server | unknown | Report per-sub-instrument running/idle status (AWG, scope, LA, power supply) | alternatives |
| set_led_color hemantkamalakar/Nordic Thingy:52 MCP Server | unknown | Solid color LED | alternatives |
| get_gpu_info noackjona-hash/system-media-control-mcp | unknown | GPU graphics card details, driver versions, and VRAM memory. | alternatives |
| list_displays io.github.ochtum/capture-screen | unknown | Get connected display information. | alternatives |
| detach_servo STEPHANIE3004/mcp-esieabot | unknown | Désarme le servomoteur (coupe le signal PWM) | alternatives |
| c64_drive io.github.chrisgleissner/c64bridge | unknown | Control disk drive operations. | alternatives |
| detect_hardware io.github.akshatnerella/arduino-mcp-server | unknown | Detect connected boards and infer FQBNs | alternatives |
| list_connected_boards io.github.akshatnerella/arduino-mcp-server | unknown | List all connected Arduino boards | alternatives |
| list_serial_ports io.github.akshatnerella/arduino-mcp-server | unknown | List available serial ports | alternatives |
| list_supported_devices pymcuprog-mcp | unknown | All device names pymcuprog knows (no hardware needed) | alternatives |
| DisplayGetStatus fabienhamot/LED Display Server | unknown | Get the last status and last_seen_at of a device | alternatives |
| dbgprobe.svd.update_fields io.github.es617/dbgprobe-mcp-server | unknown | Update multiple fields in a peripheral register | alternatives |
| list_connected_tools pymcuprog-mcp | unknown | USB HID debuggers currently attached | alternatives |
| ping pymcuprog-mcp | unknown | Read device ID bytes to verify connectivity | alternatives |
| erase pymcuprog-mcp | unknown | Chip erase or erase a specific memory area | alternatives |
| flash pymcuprog-mcp | unknown | Erase + write + verify + release in one call (recommended) | alternatives |
| watchface_get_brightness io.github.DivoomDevelop/mcp-divoom-lan | unknown | Get device brightness. | alternatives |
| usbtmc_list_devices usbtmc-lite-mcp | unknown | Scan the USB bus for available USBTMC instruments. | alternatives |
| usbtmc_disconnect usbtmc-lite-mcp | unknown | Close the connection to a device. | alternatives |
| usbtmc_unlock_keysight_devices usbtmc-lite-mcp | unknown | Switch Keysight modular instruments to USBTMC mode. | alternatives |
| read_registers beebjit-mcp | unknown | Read 6502 CPU register state. | alternatives |
| serial_list JannLeo/telinksdk-builder-mcp | unknown | 列出本机可用串口（Windows COMx / Linux/macOS /dev/tty*）。需 pyserial。 | alternatives |
| serial_capture JannLeo/telinksdk-builder-mcp | unknown | 抓取串口输出（默认 5 秒/200 行），用于烧录后验证固件行为。端口/波特率默认取 builder.json 的 serial 段；留空自动选第一个串口。需 pyserial。 | alternatives |
| flash_run JannLeo/telinksdk-builder-mcp | unknown | 调用 Telink bdt.exe 烧录/读写/复位芯片（wf 烧录、rf 读 flash、rst 复位等）。芯片名默认取 flash.default_chip；wf 不指定 input_file 时自动取 build_variants 下最新 .bin 产物，实现编译→烧录闭环 | alternatives |
| signal_generate embeddedci-mcp | unknown | Generate a signal on a pin | alternatives |
| usb_list Chaiyuhao/WinCommander | unknown | 列出 USB 设备 | alternatives |
| usb_detailed Chaiyuhao/WinCommander | unknown | USB 详细信息 | alternatives |
| get_halo_status Seraph310/Halo PixelBar MCP | unknown | Check whether Celia's Halo PixelBar HID control interface is connected. | alternatives |
| get_halo_volume Seraph310/Halo PixelBar MCP | unknown | Read the PixelBar speaker's hardware volume, independent of Windows volume. | alternatives |
| show_halo_text Seraph310/Halo PixelBar MCP | unknown | Show a short UTF-8 message on the PixelBar using a whitelisted layout. | alternatives |
| set_halo_scene Seraph310/Halo PixelBar MCP | unknown | Switch the PixelBar screen to one of its nine built-in scenes. | alternatives |
| set_halo_screen_color Seraph310/Halo PixelBar MCP | unknown | Set the pixel-screen theme color. | alternatives |
| set_halo_ambient Seraph310/Halo PixelBar MCP | unknown | Set light effect, RGB color, brightness, and speed. | alternatives |
| set_halo_ambient_power Seraph310/Halo PixelBar MCP | unknown | Switch only the ambient light on or off. | alternatives |
| sdr_connect N-Erickson/AetherLink-SDR-MCP | unknown | Connect to RTL-SDR or HackRF | alternatives |
| battery_info Enigman-Termux-lab/termux-agent-bridge | unknown | Состояние аккумулятора смартфона (уровень заряда %, температура, статус питания, состояние батареи). | alternatives |
| list_peripheral_registers io.github.microhenrio/openocd-mcp | unknown | List all registers of a peripheral from the SVD. | alternatives |
| serial_list_ports WakkeWang/Serial Web Terminal MCP | unknown | List all available serial port devices | alternatives |
| serial_send WakkeWang/Serial Web Terminal MCP | unknown | Send a shell command and return device output | alternatives |
| c64_printer io.github.chrisgleissner/c64bridge | unknown | Control the C64 printer. | alternatives |
| list_scanners isachivka/telegram-scanner-bot | unknown | List SANE-visible scanners and configured device. | alternatives |
| printer_status isachivka/telegram-scanner-bot | unknown | Show printer queue status via lpstat. | alternatives |
| usbtmc_list_connected_devices usbtmc-lite-mcp | unknown | List all currently active device connections. | alternatives |
| usbtmc_connect usbtmc-lite-mcp | unknown | Establish a connection to a specific device (returns a device_id). | alternatives |
| check_mic JuhongPark/mcp-server-pronunciation | unknown | List available audio input devices. | alternatives |
| snapshot tunmhub/dsvlab-mcp | unknown | 全电路所有引脚快照 | alternatives |
| get_soc OrbitOS-org/orbit-os-app-mcp-server | unknown | Get SoC information. | alternatives |
| i2c_list_buses OrbitOS-org/orbit-os-app-mcp-server | unknown | List I2C buses. | alternatives |
| uart_list_ports OrbitOS-org/orbit-os-app-mcp-server | unknown | List UART ports. | alternatives |
| cubemx_export_pinout vscode-cube-mcp | unknown | 导出引脚配置 CSV(只读) | alternatives |
| usbtmc_query usbtmc-lite-mcp | unknown | Send a SCPI query and receive the response. | alternatives |
| usbtmc_send usbtmc-lite-mcp | unknown | Send a SCPI command. | alternatives |
| usbtmc_screenshot_tektronix_display usbtmc-lite-mcp | unknown | Capture a screenshot from a Tektronix oscilloscope. | alternatives |
| usbtmc_receive usbtmc-lite-mcp | unknown | Manually read the response from a device. | alternatives |
| usbtmc_clear usbtmc-lite-mcp | unknown | Clear device buffers and reset communication state. | alternatives |
| usbtmc_screenshot_keysight_display usbtmc-lite-mcp | unknown | Capture a screenshot from a Keysight/Agilent oscilloscope. | alternatives |
| list_keyboards xialugui/dumang-mcp | unknown | 枚举已连接的 DK6 HID 设备 | alternatives |
| connect_keyboards xialugui/dumang-mcp | unknown | 连接所有发现的键盘 | alternatives |
| list_connected_keyboards xialugui/dumang-mcp | unknown | 列出已连接的键盘 | alternatives |
| disconnect_keyboard xialugui/dumang-mcp | unknown | 断开指定键盘 | alternatives |
| get_ram OrbitOS-org/orbit-os-app-mcp-server | unknown | Get RAM information. | alternatives |
| get_board OrbitOS-org/orbit-os-app-mcp-server | unknown | Get board information. | alternatives |
| get_kernel OrbitOS-org/orbit-os-app-mcp-server | unknown | Get kernel information. | alternatives |
| get_os OrbitOS-org/orbit-os-app-mcp-server | unknown | Get OS information. | alternatives |
| clear_leds stackchan-mcp | unknown | Turn all 12 base RGB LEDs off | alternatives |
| get_runtime OrbitOS-org/orbit-os-app-mcp-server | unknown | Get runtime information. | alternatives |
| get_serial OrbitOS-org/orbit-os-app-mcp-server | unknown | Get serial numbers. | alternatives |
| gpio_list_pins OrbitOS-org/orbit-os-app-mcp-server | unknown | List GPIO pins. | alternatives |
| gpio_get_direction OrbitOS-org/orbit-os-app-mcp-server | unknown | Get direction of a GPIO pin. | alternatives |
| gpio_set_direction OrbitOS-org/orbit-os-app-mcp-server | unknown | Set direction of a GPIO pin. | alternatives |
| gpio_get_level OrbitOS-org/orbit-os-app-mcp-server | unknown | Get level of a GPIO pin. | alternatives |
| gpio_set_level OrbitOS-org/orbit-os-app-mcp-server | unknown | Set level of a GPIO pin. | alternatives |
| i2c_scan OrbitOS-org/orbit-os-app-mcp-server | unknown | Scan I2C bus for devices. | alternatives |
| i2c_transfer OrbitOS-org/orbit-os-app-mcp-server | unknown | Perform I2C transfer. | alternatives |
| spi_list_devices OrbitOS-org/orbit-os-app-mcp-server | unknown | List SPI devices. | alternatives |
| spi_transfer OrbitOS-org/orbit-os-app-mcp-server | unknown | Perform SPI transfer. | alternatives |
| enable_i2c_sensor embeddedci-mcp | unknown | Enable the emulated I2C sensor | alternatives |
| set_i2c_sensor embeddedci-mcp | unknown | Set the I2C sensor value | alternatives |
| disable_i2c_sensor embeddedci-mcp | unknown | Disable the emulated I2C sensor | alternatives |
| measure embeddedci-mcp | unknown | Take a measurement | alternatives |
| connect carrot-mcp-nfc | unknown | Connect to NFC reader | alternatives |
| list_serial_ports io.github.starlordz12/inav-mcp | unknown | List available serial ports. | alternatives |
| find_fc io.github.starlordz12/inav-mcp | unknown | Auto-detect which port has an FC by probing for MSP identity — no guessing the port. | alternatives |
| set_key_color xialugui/dumang-mcp | unknown | 设置指定键位 LED 颜色 | alternatives |
| set_all_keys_color xialugui/dumang-mcp | unknown | 设置所有键位为同一颜色 | alternatives |
| DisplaySetColor fabienhamot/LED Display Server | unknown | Set the color of a display device | alternatives |
| DisplayClear fabienhamot/LED Display Server | unknown | Clear the display of a device | alternatives |
| hardware dressedinblack5/qwispr | unknown | List backends + current device | alternatives |
| hardware_control foursecondfivefour/AETHER_02 | unknown | Control GPU, PCI, USB authorization, ACPI, cpufreq, thermal, IOMMU, and kdump. | alternatives |
| ppk2_list schuschu/ppk2-mcp | unknown | List connected PPK2 instruments | alternatives |
| ppk2_info schuschu/ppk2-mcp | unknown | Get information about a connected PPK2 instrument | alternatives |
| ppk2_probe schuschu/ppk2-mcp | unknown | Probe digital channels to see which are wired | alternatives |
| ppk2_capture schuschu/ppk2-mcp | unknown | Capture current and digital states for a specified duration | alternatives |
| ruview_firmware_ports @ruvnet/ruview | unknown | Enumerate serial ports via pyserial (read-only) | alternatives |
| ruview_devices_scan @ruvnet/ruview | unknown | pyserial port list + VID:PID roles (opens no port) | alternatives |
| ruview_esp32_capture @ruvnet/ruview | unknown | receive-only UDP; CSI/vitals/feature packets per node, loss, RSSI | alternatives |
| ruview_mmwave_read @ruvnet/ruview | unknown | serial; firmware-identical MR60BHA2/LD2410 parsers | alternatives |
| ruview_lidar_read @ruvnet/ruview | unknown | RPLIDAR SCAN over serial, or iPhone relay WebSocket (stats only) | alternatives |
| upload_and_wait_ready akshatnerella/Arduino MCP Server | unknown | Upload and wait for device ready signal | alternatives |
| serial_open_session akshatnerella/Arduino MCP Server | unknown | Open a stateful serial session | alternatives |
| serial_read akshatnerella/Arduino MCP Server | unknown | Read buffered serial data | alternatives |
| get_environment_status yw0679/mcp_server | unknown | 通过Linux i2c-dev读取SHT30/SHT31温湿度传感器状态 | alternatives |
| hardware a4webdev/tiacommander-mcp | unknown | Device, rack / slot, network and I/O configuration | alternatives |
| list_ports io.github.qarnet/serial-mcp | unknown | List available serial ports with device profile matches | alternatives |
| find_pwm_pins io.github.wedsamuel1230/electronic-mcp-server | unknown | PWM-capable pin discovery | alternatives |
| pair_ledger_tron agenthill/vaultpilot-mcp | unknown | Pair a Ledger device over USB HID for TRON signing. | alternatives |
| hs_brightness vukvukovich/hammerspoon-mcp | unknown | Get or set built-in display brightness. | alternatives |
| write_register jlink-mcp | unknown | Write to a CPU register | alternatives |
| get_svd_peripherals jlink-mcp | unknown | Get peripherals for a device from SVD | alternatives |
| get_svd_registers jlink-mcp | unknown | Get registers for a peripheral from SVD | alternatives |
| read_register_with_fields jlink-mcp | unknown | Read register with field parsing from SVD | alternatives |
| arch_brightness_control oki3505F/arch-niri-mcp | unknown | Queries or sets screen brightness percentage (brightnessctl). | alternatives |
| read_hardware_io lexasoft123/qc-mcp | unknown | Read hardware I/O status from the Quad Cortex. | alternatives |
| check_hardware_fit hf-model-explorer-mcp | unknown | Estimates VRAM needed at fp32/fp16/int8/int4 and whether it fits your GPU | alternatives |
| detect_hardware akshatnerella/Arduino MCP Server | unknown | Detect connected boards and infer FQBNs | alternatives |
| serial_expect akshatnerella/Arduino MCP Server | unknown | Wait for a pattern in serial output | alternatives |
| serial_write akshatnerella/Arduino MCP Server | unknown | Send data over serial | alternatives |
| serial_list_sessions akshatnerella/Arduino MCP Server | unknown | List active serial sessions | alternatives |
| read_serial_snapshot akshatnerella/Arduino MCP Server | unknown | Quick one-shot serial read | alternatives |
| get_io_report HenkAli44/vivado-mcp | unknown | IO 引脚报告（JSON），自动判定 GT/GPIO 类型 | alternatives |
| get_cdc_report HenkAli44/vivado-mcp | unknown | 现场/离线 CDC JSON，按规则与时钟对统计报告检查条目 | alternatives |
| get_utilization_report HenkAli44/vivado-mcp | unknown | 结构化资源占用(LUT/FF/BRAM/DSP/IOB),> 90% 标 CRITICAL,70-90% 标 WARN | alternatives |
| set_wave_zoom HenkAli44/vivado-mcp | unknown | 设置波形时间缩放窗:改 .wcfg XML → close -force → open 重载 | alternatives |
| crosspad_devices io.github.CrossPad/crosspad-mcp | unknown | List connected devices and their USB modes | alternatives |
| pins_get multitool-mcp | unknown | Get current pin configuration and states | alternatives |
| gpio_read multitool-mcp | unknown | Read the current value of a GPIO pin | alternatives |
| gpio_write multitool-mcp | unknown | Write a value to a GPIO pin (dispatched but unverified due to firmware limitation) | alternatives |
| gpio_set multitool-mcp | unknown | Configure a GPIO pin direction and mode | alternatives |
| i2c_read multitool-mcp | unknown | Read data from an I2C device | alternatives |
| serial_tail cezman/ironharness | unknown | Retrieves buffered serial output from the background reader. | alternatives |
| serial_read_until cezman/ironharness | unknown | Reads from serial until a specified pattern is found. | alternatives |
| serial_reset cezman/ironharness | unknown | Performs an RTS-pulse board reset. | alternatives |
As of the latest check, Glimind tracks 164 hardware AI agent (MCP) tools, of which 4 are healthy right now. The table below ranks them live-first by real-time reliability. Glimind rates each neutrally (0–100) from safe liveness probes plus privacy-clean real-usage outcomes — see each tool's live page for its current score and a working alternative if it's down.
Ranked live-first by current verdict (healthy → degraded → down), then by the neutral reliability score. Glimind sells no tools, so the ranking is unconflicted.
Every tool here links to its live alternatives — capability-matched substitutes that are healthy now. Or query https://glimind.com/v1/alternatives/{toolId}.
Live data via MCP/REST. Neutral ratings — Glimind only measures.