Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者による説明(英語の原文)
USB hardware discovery for AI tools: find maker boards, serial ports and chips.
この3つを1つのスコアにまとめることはしません。意見、測定、人気はそれぞれ別のものだからです。
このサーバーのやさしい解説はまだ書いていません。以下はレジストリから読み取った事実です。
使っているAIアプリを選んで、設定をコピーしてください。
どのアプリを使っていますか?
上でアプリを選んでください。選んだアプリを覚えておくので、次からはボタンに「…にインストール」と表示されます。
リンク先は作者自身のファイルです。私たちが置いたり再パッケージしたりしたものではありません。ファイルを開くと、Claude Desktopがインストールします。
ターミナルでこれを実行します
ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
これはパソコンで動くサーバーですが、ChatGPTがつなげるのはインターネット上のサーバーだけです。ほかのアプリを選んでください。
選んだアプリは、この端末のCookieに保存されます。アカウントは不要です。
この設定は、作者のレジストリ登録情報から作成しています。READMEと違う場合は、READMEに従ってください。
パソコンで動くサーバーです。インストールすると、ツール一覧がAIアプリに表示されます。
誰でも見られる情報をチェックしており、コードは読んでいません。当てはまらない項目は数に入れていません。 · 2026年11月7日にチェック
レジストリ名は、リポジトリを所有するGitHubアカウント seayniclabs で確認済みです
このリポジトリはまだGitHubから読み取っていません
このリポジトリはまだGitHubから読み取っていません
これはパソコンで動くため、インターネット上のエンドポイントはありません
パソコンで動き、代わりにローカルの設定を使います
パソコンで動くサーバーです。ツール一覧を読み取れるのは、インターネット上のエンドポイントがある場合だけです
レジストリでこのカテゴリにある有効なすべてのサーバーと比較しています。スターは、公開者がリポジトリの所有者である場合だけ数えます。
当てはまる基本チェック1項目のうち1項目に合格しました。コードは読んでいません。キーやトークンを追加する前に、サーバーがどんなアクセスを求めているかを確認し、必要な権限だけを持つキーを使ってください。
レジストリには必須のキーは載っていません。ただし、最初に使うときにサインインを求めるサーバーもあります。
あなたのパソコンで動きます。必要なときにAIアプリが起動し、データは作者のサーバーを通りません(サーバー自体がオンラインサービスを呼び出す場合を除きます)。
GitHubリポジトリの最終更新は–、最新バージョン(0.4.3)がレジストリに届いたのは9 日前です。
Claude Desktop、Claude Code、Cursor、VS CodeなどのMCP対応アプリで使えます。パソコンにMCPBも必要です。
同じカテゴリには:Spec Driven Development, Remote Desktop Commander, Dialyne
同じカテゴリで、ほかの作者が作ったサーバー。スターの多い順。
カードの見方:★ GitHubスターi3つの柱:レビュー · チェック · 利用状況i更新=最新バージョンをレジストリに公開した日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.
Real phone calls in France for AI agents: dial +33 numbers, menus, hold, AI disclosure.
作者のリポジトリから書かれたとおりにコピーしたものです。PopNx MCPは内容を確認・推奨していません。HTML、画像、スクリプトは取り除いています。リンクはこのサイトの外へ移動します。
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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