Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
USB hardware discovery for AI tools: find maker boards, serial ports and chips.
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。
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。
选择你使用的 AI 应用,然后复制设置。
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 …”。
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。
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
注册名称已通过 GitHub 账户 seayniclabs 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
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。
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。
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)。
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。
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。
同一分类中有:Spec Driven Development, Remote Desktop Commander, Excaliself
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
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Find, read, create, edit, and organize Excalidraw drawings in your self-hosted Excaliself instance.
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 | |
|---|---|
| Network | None. Bench makes no network calls and sends no telemetry. |
| Files | Reads 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. |
| Secrets | Bench stores no credentials and needs none. Its settings are environment variables only, and it never returns them to the model. |
| Read-only tools | 13: 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 approval | 7: 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 approval | tag_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 cost | about 6,000 tokens (24 tools, 5 skill prompts) |
| Changes | Tool and prompt text is locked by hash (tool-manifest.lock.json); CI fails if it changes without the lock. |
brew install seayniclabs/tap/bench (see Install).bench --doctor. It prints one line per check and a FIX line for each problem.bench_modules. It lists the modules that are on and their tools.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.
| Module | Status | What it does |
|---|---|---|
core | Ready (always on) | Health check and module discovery |
usb | Ready | Enumerate, identify and inspect USB devices; hub tree; power; events; snapshots; port reset; eject |
serial | Ready | List serial ports; open, read, write, write-and-expect, monitor and close them |
firmware | Ready (needs the flashing tool installed) | Detect chip type; flash with esptool, dfu-util, avrdude or UF2 |
hid | Ready | Send and read raw HID reports |
debug | Ready, 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 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.
| Skill | Use it for |
|---|---|
getting-started | Setting up Bench, switching modules, reading approvals and errors |
board-bring-up | Taking a new board from USB to a working serial round trip |
serial-debugging | Garbled, silent, looping or unresponsive serial output, and crash dumps |
safe-flashing | Flashing firmware: checking the target and the file, then the approved write |
systematic-debugging | Finding the cause of a bug before changing code (credited, see CREDITS.md) |
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.
All settings are environment variables. Bench starts with an empty environment, and a tool call tells you which variable is missing.
| Variable | Default | Effect |
|---|---|---|
BENCH_MODULES | the defaults | Comma list of modules to enable, for example usb,serial. core is always on. |
BENCH_ _ENABLED | per module | 1 or 0 to switch one module on or off, for example BENCH_DEBUG_ENABLED=1. Overrides BENCH_MODULES. |
BENCH_APPROVE_DEVICE_WRITES | off | 1 pre-approves device-changing calls so they run without a prompt. See Safety. |
BENCH_APPROVAL_LOG | ~/.local/state/bench/approvals.jsonl | Where the approval log is written. |
BENCH_ADDR2LINE | found on PATH | Full path to the addr2line that decode_crash runs. |
BENCH_SKILLS_DIR | found next to the binary | Folder of skills to serve, when it is not beside the binary. |
Bench can change hardware, so some calls are gated.
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.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.serial_monitor, diagnose_device, and crash decoding run without a prompt.dialout group, not sudo.See SECURITY.md for the reporting policy and the list of what Bench touches.
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.
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.
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.
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.
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
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" }.
ping."build/firmware.elf."build/firmware.bin onto the board with serial number ABC123. Ask me to approve it first."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)
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