Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Sealed X11/Wayland sessions to see, drive and check real GUI programs: a11y, pictures, sound.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
You need
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Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"shotbox": {
"command": "uvx",
"args": [
"shotbox",
"mcp",
"--allow",
"your-value"
]
}
}
}Run this in your terminal
claude mcp add shotbox -- uvx shotbox mcp --allow your-valueThis one needs values on its command line, so copy the settings and fill them in.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"shotbox": {
"command": "uvx",
"args": [
"shotbox",
"mcp",
"--allow",
"your-value"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This one needs values on its command line, so copy the settings and fill them in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"shotbox": {
"type": "stdio",
"command": "uvx",
"args": [
"shotbox",
"mcp",
"--allow",
"your-value"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
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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 mishan, 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 (0.11.0) reached the registry yesterday.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Python (uv) on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, AvaHR
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.
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Eyes, ears and hands on a real graphical program, for an AI agent, a script or CI.
An agent working on a program with a window can't see it or hear it. shotbox runs the program in a sealed session of its own, X11 or Wayland, and lets whatever is driving it look, listen and act: read the accessible tree, take screenshots, record what it plays, click by a button's name, type, hold keys and gamepad buttons, and wait until the program is actually ready. Then measure what it finds: names a screen reader can't say, contrast, the Tab order, pixels changed against a reference, where it flickers, how fast it follows the pointer, where its sound drops out, and what it used. Nothing it runs reaches your desktop or speakers by accident, and with --net loopback, not your network either.
Made with shotbox: each scene is a play script in a sealed session, recorded by shotbox record. With sound.
claude mcp add shotbox -- shotbox mcp --allow ~/src/app/shotbox-programs
Without an agent, it's the same session from the command line:
shotbox shoot editor.png --window '.*Text Editor' -- gnome-text-editor notes.md
Worked examples, from checking a change to a game's smoke test: docs/recipes.md. How it differs from other tools that drive a GUI: docs/comparison.md.
shotbox mcp --allow PROGRAMS gives an agent sealed sessions over the Model Context Protocol (stdio). It can start a session, spawn programs from the list in PROGRAMS (NAME = COMMAND a line, and nothing else), and then:
That's enough for an agent to check its own change in a GUI, test a game by playing it, audit what a screen reader hears, or reproduce a bug report in a session that's the same each time. The accessible tree is the cheap way to look, a thousand or two tokens of text; a screenshot is for what only pixels say. An agent can't run anything off the list, and its sessions stop when the server does.
What it's for, the tools, and how it's built: docs/mcp.md.
An agent that runs a program itself, from its shell, runs it on your desktop: a window opens on your screen, a sound plays through your speakers, a browser run under xvfb-run finds your Wayland display all the same. To keep it in a session, put this in the project's CLAUDE.md or AGENTS.md, or your own:
## Graphical programs, browsers and sound
Never run a graphical program, a browser (headless too) or anything that makes sound straight on this machine: it reaches my desktop and speakers. Run it in a shotbox session:
shotbox shoot OUT.png --window RE -- COMMANDshotbox run [--audio] -- COMMANDshotbox exec [--audio] -- COMMAND; the shotbox package's sealed() seals a browser's environment, but not the speakersshotbox start --name NAME, then shotbox spawn --session NAME -- COMMAND, and shotbox stop NAMENot xvfb-run: it lets WAYLAND_DISPLAY and the session bus through. A server started for a test listens on 127.0.0.1, not 0.0.0.0.
An agent checking its change, a screenshot for a README, and a test in CI all want the same things, and every project was growing its own copy:
sleep 6 and hope.LANG=C.UTF-8, TZ=UTC, text carets that don't blink (GTK's, Qt 6.5's, browsers'; and GTK's animations off), GTK 4's text drawn at its color, as its manual font rendering does, not fainter by however much a GTK release's automatic one draws it (more), and PNGs with no timestamps in them. It's the same every time, not the same as a desktop: differences from a desktop.On Debian, with what every command and option can use:
sudo apt install xvfb xauth dbus-daemon imagemagick x11-utils python3-gi gir1.2-vte-2.91 \
at-spi2-core gir1.2-atspi-2.0 python3-gi-cairo gir1.2-pango-1.0 libglib2.0-bin pipewire \ wireplumber ffmpeg bubblewrap libfaketime pipx install --system-site-packages shotbox
--system-site-packages lets it see the system's PyGObject, which shotbox term and --a11y use; pip install shotbox works too. Or run it from a checkout: ln -s "$PWD/bin/shotbox" ~/.local/bin/shotbox.
shotbox doctor says what's here and what's missing, a line each, and how to get it. What each command and option needs: Needs.
No Python packages: it's the standard library and those tools. Wayland sessions need more; see Wayland.
In a GitHub Actions job on Ubuntu, the Action installs it and what it runs, as of the release (or branch) it's used at, with what each feature needs asked for by name (all off unless set), and lets bubblewrap make its sandbox, which Ubuntu's AppArmor holds back:
- uses: mishan/shotbox@v0.11.0
with: a11y: true # --a11y and shotbox a11y speak: true # shotbox a11y speak: Orca, and what a11y installs term: true # shotbox term
shotbox shoot app.png --window 'My App' -- ./my-app # a picture, once it's up
shotbox shoot app.png --twice --window 'My App' -- ./my-app # the same every time? shotbox compare ref.png app.png --diff diff.png # what changed, and where shotbox run -- ./take-pictures.sh # a script that waits, clicks and captures inside shotbox exec --audio -- npx playwright test # sealed, with no display shotbox start --name ed --a11y # a session to come back to shotbox spawn --session ed -- gnome-text-editor shotbox --session ed a11y click Open shotbox --session ed capture open.png shotbox stop ed
| Command | What it does |
|---|---|
shoot | runs a program, waits, takes the picture; --twice proves it comes out the same |
run | runs a command in a sealed session and exits with its status |
exec | the same, with no display: a headless browser, a test suite |
start, spawn, stop, sessions | a session that lasts, the programs in it, stopping one, listing them |
term | a terminal to take pictures of |
wait | waits for a window, a port, a file, stillness, a picture, a change, a log line |
capture | takes a picture, or a burst of them |
record | records a video, the sound, or both |
key, type, click, move, scroll, drag | presses keys, types, works the pointer; held too |
park, focus | moves the pointer out of the way; gives a window the keyboard |
play | plays a script of timed input, on one clock |
latency | how fast what's drawn follows the pointer |
flicker | finds a part of the screen that flickers or flashes |
pad | works a virtual gamepad |
a11y, wait announce, wait node | the accessible tree: read, lint, Tab order, click by name, contrast, announcements, a node to show |
compare | counts the pixels that differ, picture by picture or directory by directory |
vision | a picture as colorblind eyes see it |
listen | a recording's level, clipping and dropouts |
mutate | runs a browser test against small changes to its page: is it brittle, or blind? |
mcp | sessions for an agent, over MCP |
doctor | what's here of what each command needs |
The options sessions take, --wayland, --a11y, --audio, --gamepads, --net loopback, --identity, --clock, --dark and the rest: Session options.
A session keeps a program from reaching your desktop by accident, not one that sets out to:
HOME and every XDG directory are a scratch dir.--a11y and --audio its accessibility bus and sound server, are its own; tOnly the beginning is shown; read the rest in the repo