原型 · 预览版:收录官方注册中心里的全部服务器,每 30 分钟同步一次。评价和账户功能将在后续阶段推出。
PopNx MCP为使用 AI 的人准备的 MCP 服务器 · 用大白话讲清楚

Bench

作者:seayniclabs版本 0.4.3i★ –i在你的电脑上运行
注册名称io.github.seayniclabs/bench

安装

概览

作者提供的说明(英文原文)

USB hardware discovery for AI tools: find maker boards, serial ports and chips.

PopNx MCP 的三大支柱

这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。

它能帮你做什么

我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。

  • 连接方式: 在你的电脑上运行
  • 传输方式: stdio
  • 分类: 其他

安装

选择你使用的 AI 应用,然后复制设置。

安装之前

  • 基础检查:1 项中通过 1 项
  • 在你的电脑上运行,拥有你的用户账户的权限(文件、网络、应用)。
  • 注册中心没有列出需要填写的密钥。

你用的是哪个应用?

在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。

下载作者的 .mcpb 文件

链接指向作者自己的文件;我们不托管也不重新打包它。打开文件后,Claude Desktop 会进行安装。

在终端中运行这条命令

浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。

浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。

这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。

你的选择通过 Cookie 保存在这台设备上,无需账户。

这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。

它能做什么

它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。

基础检查i

我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日

  • ✓ 通过

    作者与仓库一致

    注册名称已通过 GitHub 账户 seayniclabs 验证,该账户拥有此仓库

  • … 尚未检查

    仍在维护

    我们还没有从 GitHub 读取这个仓库

  • … 尚未检查

    有许可证

    我们还没有从 GitHub 读取这个仓库

  • – 不适用

    端点有响应

    它在你的电脑上运行,没有互联网端点

  • – 不适用

    使用 OAuth 登录

    在你的电脑上运行,改用本地设置

  • … 尚未检查

    工具描述中没有隐藏指令

    它在你的电脑上运行;我们只能读取互联网端点的工具列表

与“其他”中的其他服务器比较i

  • 星标数多于此分类中其他 18329 个服务器的 0%
  • 发布到注册中心的时间比此分类中其他 18329 个服务器的 80% 更新
  • 基础检查结果等于或优于此分类中其他 18329 个服务器的 100%

与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。

常见问题

Bench 安全吗?

它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。

它需要哪些密钥或代码?

注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。

它在我的电脑上运行还是在云端?

它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。

它还在维护吗?

GitHub 仓库最后更新于–,最新版本(0.4.3)于9天前进入注册中心。

哪些应用可以使用它?

支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 MCPB。

有什么可以替代它?

同一分类中有:Spec Driven Development, Remote Desktop Commander, Excaliself

替代选择

同一分类中其他作者的服务器,按星标数排序。

如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i

Spec Driven Development

作者:formulahendry

MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.

在你的电脑上运行★ 440MIT14个月前更新
安装

Remote Desktop Commander

作者:desktop-commander

Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.

在云端运行★ 211前天更新
安装

Excaliself

作者:maciekzygmunt

Find, read, create, edit, and organize Excalidraw drawings in your self-hosted Excaliself instance.

在云端运行今天更新
安装

作者的 README

打开 README

按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。

Bench

Made by [Seaynic Labs](https://seayniclabs.com). Need tools like this built around your own systems? We do that.

USB hardware discovery for your AI tools.

Bench is a native macOS MCP server for developers who work with boards plugged into their Mac: Arduino, ESP32, Raspberry Pi Pico and other USB boards. It names the board, finds its serial port, reads and writes that port, detects the chip, decodes crash dumps, and flashes firmware with your approval. Bench is free and open source, made by Seaynic Labs.

Security card
NetworkNone. Bench makes no network calls and sends no telemetry.
FilesReads the skills folder beside the binary. Writes the approval log (~/.local/state/bench/approvals.jsonl, arguments redacted; BENCH_APPROVAL_LOG moves it). Tags only: ~/.bench/device-tags.json (tag_device). Nothing else is written.
SecretsBench stores no credentials and needs none. Its settings are environment variables only, and it never returns them to the model.
Read-only tools13: ping, list_usb_devices, get_device_info, identify_device, list_serial_ports, hub_topology, power_info, monitor_events, diagnose_device, device_descriptors, serial_read, serial_monitor, bench_modules
Needs your approval7: eject_device, port_reset, flash_firmware, chip_detect, hid_send, serial_write, serial_write_and_expect. The client shows each call; the model's own confirm flag does not count. hid_send needs approval except for its read actions.
Changes without approvaltag_device, snapshot_state, serial_open, serial_close: open or close a port, or change Bench's own tag and snapshot data. No device write.
Startup costabout 6,000 tokens (24 tools, 5 skill prompts)
ChangesTool and prompt text is locked by hash (tool-manifest.lock.json); CI fails if it changes without the lock.

First five minutes

  1. Install it: brew install seayniclabs/tap/bench (see Install).
  2. Run bench --doctor. It prints one line per check and a FIX line for each problem.
  3. Connect your AI client (see Connect your AI client).
  4. Ask it to call bench_modules. It lists the modules that are on and their tools.
  5. Plug in a board and ask: "Which boards are connected, and which serial port is each one on?"

Audience and modules

Bench is for developers working with connected hardware. It is one server made of modules. You switch modules on or off. Every module that shipped before 0.4.0 is on by default. A module added in a later release ships off, so you choose to turn it on.

ModuleStatusWhat it does
coreReady (always on)Health check and module discovery
usbReadyEnumerate, identify and inspect USB devices; hub tree; power; events; snapshots; port reset; eject
serialReadyList serial ports; open, read, write, write-and-expect, monitor and close them
firmwareReady (needs the flashing tool installed)Detect chip type; flash with esptool, dfu-util, avrdude or UF2
hidReadySend and read raw HID reports
debugReady, off by default (new in 0.4.0)Decode ESP32 Guru Meditation and ARM HardFault dumps into source lines with addr2line

Linux is not in this release. It is planned behind the same tools.

Skills

Skills are short, tested guides for the jobs Bench does. Any app that speaks MCP gets them as prompts (one per skill) and resources (every file in the skill). Apps that read Agent Skills directly load the same skills/ folder.

SkillUse it for
getting-startedSetting up Bench, switching modules, reading approvals and errors
board-bring-upTaking a new board from USB to a working serial round trip
serial-debuggingGarbled, silent, looping or unresponsive serial output, and crash dumps
safe-flashingFlashing firmware: checking the target and the file, then the approved write
systematic-debuggingFinding the cause of a bug before changing code (credited, see CREDITS.md)

Tools

25 tools in total. 24 are on by default; decode_crash needs the debug module.

core: ping, bench_modules

usb: list_usb_devices, get_device_info, identify_device, eject_device, hub_topology, tag_device, port_reset, power_info, monitor_events, snapshot_state, diagnose_device, device_descriptors

serial: list_serial_ports, serial_open, serial_read, serial_write, serial_write_and_expect, serial_close, serial_monitor

firmware: chip_detect, flash_firmware

hid: hid_send

debug: decode_crash

Call bench_modules first to see what is on and how to change it.

Settings

All settings are environment variables. Bench starts with an empty environment, and a tool call tells you which variable is missing.

VariableDefaultEffect
BENCH_MODULESthe defaultsComma list of modules to enable, for example usb,serial. core is always on.
BENCH_ _ENABLEDper module1 or 0 to switch one module on or off, for example BENCH_DEBUG_ENABLED=1. Overrides BENCH_MODULES.
BENCH_APPROVE_DEVICE_WRITESoff1 pre-approves device-changing calls so they run without a prompt. See Safety.
BENCH_APPROVAL_LOG~/.local/state/bench/approvals.jsonlWhere the approval log is written.
BENCH_ADDR2LINEfound on PATHFull path to the addr2line that decode_crash runs.
BENCH_SKILLS_DIRfound next to the binaryFolder of skills to serve, when it is not beside the binary.

Safety

Bench can change hardware, so some calls are gated.

  • Device writes need approval. serial_write, serial_write_and_expect, flash_firmware, port_reset, eject_device, chip_detect (it resets the chip into its bootloader), and hid_send with an action other than get_report or list_reports change a device or its state. Your client asks you through its approval prompt, and the prompt shows the full arguments. A flag from the model, such as confirm: true, does not count as approval.
  • Clients that cannot show a prompt are refused. Set BENCH_APPROVE_DEVICE_WRITES=1 in the server's environment to allow writes without a prompt. Only do this when you trust every tool call your AI client makes.
  • Every approval is logged. Each request, grant, decline and refusal goes to the approval log. Payloads and file contents are not written there.
  • Reads are not gated. Discovery, monitoring, serial reads and serial_monitor, diagnose_device, and crash decoding run without a prompt.
  • Local only. Bench makes no network calls and needs no root. Serial access on Linux (future) will need the dialout group, not sudo.

See SECURITY.md for the reporting policy and the list of what Bench touches.

Errors

Every error reads bench. . : Fix: , for example:

bench.serial.write_not_approved: serial_write changes a device and no approval was given. ... Fix: Set BENCH_APPROVE_DEVICE_WRITES=1 in the server's environment and restart it, or use a client that supports MCP elicitation.

Every tool result also has structuredContent with ok, module, tool and text.

Install

Claude Desktop (MCP Bundle)

Download bench- -darwin-universal.mcpb from the latest release and open it: Claude Desktop shows the install dialog. The bundle carries the binary (Apple Silicon and Intel, macOS 14 or later) and the skills, so it needs neither Homebrew nor Xcode. The binary is ad-hoc signed, not notarized. Check the download against the .sha256 file next to it in the release.

Homebrew
brew install seayniclabs/tap/bench

bench --doctor

The formula builds from source with Swift, so it needs Xcode 16.3 or later. It installs the binary as bench and the skills to share/bench/skills, next to it.

Pinned install

Use this when you want exactly the 0.4.3 source, not whatever the formula points at:

git clone --branch v0.4.3 https://github.com/seayniclabs/bench.git

cd bench swift build -c release codesign --force --sign - --entitlements Sources/Bench/Bench.entitlements .build/release/Bench .build/release/Bench --doctor

The skills are read from skills/ in the checkout, because the build directory sits inside it.

Claude Code plugin

The repository also packages Bench as a Claude Code plugin (.claude-plugin/plugin.json and .mcp.json): the server and its skills in one install. The plugin runs the bench binary from your PATH, so install Bench with Homebrew first. Then add the Seaynic Labs marketplace and install the plugin:

/plugin marketplace add seayniclabs/plugins

/plugin install bench@seayniclabs

Connect your AI client

Bench speaks plain MCP over stdio. Use the full path to the binary in each snippet.

Claude Code

claude mcp add bench -- $(which bench)

Claude Desktop (claude_desktop_config.json)

{

"mcpServers": { "bench": { "command": "/absolute/path/to/bench", "args": [] } } }

Cursor (~/.cursor/mcp.json)

{

"mcpServers": { "bench": { "command": "/absolute/path/to/bench", "args": [] } } }

VS Code (.vscode/mcp.json)

{

"servers": { "bench": { "type": "stdio", "command": "/absolute/path/to/bench", "args": [] } } }

To set a variable, add an env object next to args, for example "env": { "BENCH_DEBUG_ENABLED": "1" }.

Try these

  • "Which boards are connected to this Mac, and which serial port is each one on?"
  • "Identify the board on /dev/cu.usbserial-2120 and tell me its exact chip."
  • "Bring up my ESP32: confirm the chip, read its boot output, and check it answers ping."
  • "My ESP32 keeps rebooting. Decode the crash in this log against build/firmware.elf."
  • "Flash build/firmware.bin onto the board with serial number ABC123. Ask me to approve it first."

How it works

Bench uses Apple's IOKit framework to enumerate USB devices. It adds serial port detection (/dev/cu.*), storage details from diskutil, and a built-in database of known maker boards. It talks to your AI tool over stdio using the Model Context Protocol.

AI client  --stdio/JSON-RPC-->  Bench  --IOKit-->      USB device tree

--diskutil--> storage info --/dev/cu.*--> serial ports --device DB--> board recognition --addr2line--> crash decoding (debug module)

Build and test

swift build             # debug build

swift build -c release # release build swift test # unit tests and stdio tests

Bench requires Swift 6.1 or later and targets macOS 14 or later. The tests start the built binary with an empty environment, so run swift build before swift test if you change the server.

The checks that CI and release runs use:

python3 scripts/check_skills.py           # every skill has license, source and credit; no site links in bodies

python3 scripts/tool_lock.py --check # tool, prompt and instruction text matches the lock python3 scripts/security_card.py --check # the security card above is current python3 scri

只显示了开头部分;其余内容请在仓库中阅读

问 PopNx