Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
USB hardware discovery for AI tools: find maker boards, serial ports and chips.
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Pick the AI app you use, then copy the settings.
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Download the maker’s .mcpb file
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Run this in your terminal
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These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
The registry name was verified with the GitHub account seayniclabs, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (0.4.3) reached the registry 9 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need MCPB on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, Signoff
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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.
Five gates that make an agent's 'done' provable: run them, read the verdict, audit the record.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
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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