Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
USB hardware discovery for AI tools: find maker boards, serial ports and chips.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
링크는 제작자의 파일로 바로 연결돼요. 우리가 보관하거나 다시 패키징하지 않아요. 파일을 열면 Claude Desktop이 설치해요.
터미널에서 이 명령어를 실행하세요
브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
레지스트리 이름이 GitHub 계정 seayniclabs 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.4.3)은 9일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 MCPB도 있어야 해요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, MCP Server Autocad Lisp Helper
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
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.
High-precision static analysis and debug server for AutoCAD AutoLISP (.lsp) files.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
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
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