Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Beschreibung vom Entwickler (englisches Original)
USB hardware discovery for AI tools: find maker boards, serial ports and chips.
Diese drei werden nie zu einer Punktzahl zusammengefasst: Meinungen, Messungen und Beliebtheit sind verschiedene Dinge.
Für diesen Server haben wir noch keine Zusammenfassung in einfacher Sprache geschrieben. Unten stehen die Fakten, die wir aus der Registry gelesen haben.
Wähle die KI-App, die du nutzt, und kopiere die Einstellungen.
Welche App nutzt du?
Wähle oben deine App. Wir merken sie uns, damit der Button beim nächsten Mal „In … installieren“ anzeigt.
Die .mcpb-Datei des Entwicklers herunterladen
Der Link führt zur Datei des Entwicklers selbst; wir hosten sie nicht und verpacken sie nicht neu. Öffne die Datei, dann installiert Claude Desktop sie.
Führe das in deinem Terminal aus
Dein Browser fragt, ob er die App öffnen darf, dann zeigt die App die Einstellungen und bittet dich um Bestätigung. Schlüsselwerte bleiben leer, damit du sie selbst einträgst.
Dein Browser fragt, ob er die App öffnen darf, dann zeigt die App die Einstellungen und bittet dich um Bestätigung. Schlüsselwerte bleiben leer, damit du sie selbst einträgst.
Dieser Server läuft auf deinem Computer, und ChatGPT kann sich nur mit Servern im Internet verbinden. Wähle eine andere App.
Deine Auswahl bleibt in einem Cookie auf diesem Gerät; kein Konto nötig.
Diese Einstellungen werden aus dem Registry-Eintrag des Entwicklers erzeugt. Wenn in der README etwas anderes steht, folge der README.
Läuft auf deinem Computer; die Tool-Liste erscheint nach der Installation in deiner KI-App.
Wir prüfen Informationen, die jeder sehen kann; den Code haben wir nicht gelesen. Checks, die nicht zutreffen, werden nicht mitgezählt. · Geprüft am 7. Nov. 2026
Der Registry-Name wurde mit dem GitHub-Konto seayniclabs bestätigt, dem das Repo gehört
Dieses Repo haben wir noch nicht von GitHub gelesen
Dieses Repo haben wir noch nicht von GitHub gelesen
Dieser Server läuft auf deinem Computer; es gibt keinen Endpunkt im Internet
Läuft auf deinem Computer und nutzt stattdessen lokale Einstellungen
Läuft auf deinem Computer; Tool-Listen können wir nur von Endpunkten im Internet lesen
Verglichen mit allen aktiven Servern dieser Kategorie in der Registry. Sterne zählen nur, wenn dem Herausgeber das Repo gehört.
Er hat 1 von 1 zutreffenden Basischecks bestanden. Den Code haben wir nicht gelesen. Bevor du einen Schlüssel oder Token hinzufügst, sieh nach, welche Zugriffe der Server verlangt, und nutze einen Schlüssel, der nur die Berechtigungen hat, die du brauchst.
Die Registry nennt keinen erforderlichen Schlüssel, manche Server bitten dich aber bei der ersten Nutzung, dich anzumelden.
Er läuft auf deinem Computer. Deine KI-App startet ihn bei Bedarf, und die Daten laufen nicht über die Server des Entwicklers (außer der Server ruft selbst einen Onlinedienst auf).
Das GitHub-Repo wurde zuletzt – geändert, und die neueste Version (0.4.3) kam vor 9 Tagen in die Registry.
Apps, die MCP unterstützen, etwa Claude Desktop, Claude Code, Cursor und VS Code. Außerdem brauchst du MCPB auf deinem Computer.
In derselben Kategorie: Spec Driven Development, Remote Desktop Commander, SuperCollider
Server derselben Kategorie von anderen Entwicklern, sortiert nach Sternen.
So liest du eine Karte:★ GitHub-SterneiDrei Säulen: Bewertungen · Checks · NutzungiAktualisiert = neueste Version in der Registry veröffentlichti
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.
Make sound with SuperCollider: synths, drums, chords, melodies and soundscapes over OSC.
Unverändert aus dem Repo des Entwicklers übernommen. PopNx MCP hat den Inhalt weder geprüft noch empfiehlt es ihn. HTML, Bilder und Skripte wurden entfernt. Links führen von dieser Website weg.
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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