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Descripción del creador (original en inglés)
Open-source human-in-the-loop QA runner: an AI agent works the test sheet, a person signs off.
Estos tres nunca se combinan en una sola puntuación: las opiniones, las mediciones y la popularidad son cosas distintas.
Todavía no escribimos un resumen sencillo para este. Abajo están los datos que leímos del registro.
Elige la app de IA que usas y copia la configuración.
El creador no incluyó detalles de instalación en el registro. Consulta el README del creador más abajo.
Se ejecuta en tu computadora; la lista de herramientas aparece en tu app de IA después de instalarlo.
Revisamos información que cualquiera puede ver; no hemos leído el código. Las revisiones que no aplican no se cuentan. · Revisado el 6 nov 2026
El nombre en el registro se verificó con la cuenta de GitHub meta-taro, dueña del repo
Todavía no hemos leído este repo en GitHub
Todavía no hemos leído este repo en GitHub
Este se ejecuta en tu computadora; no hay endpoint en internet
Se ejecuta en tu computadora y usa ajustes locales en su lugar
Se ejecuta en tu computadora; solo podemos leer listas de herramientas de endpoints en internet
Comparado con todos los servidores activos de esta categoría en el registro. Las estrellas solo cuentan cuando quien lo publica es dueño del repo.
Superó 1 de 1 revisiones básicas aplicables. No hemos leído el código. Antes de agregar una clave o un token, revisa qué acceso pide el servidor y usa una clave que tenga solo los permisos que necesitas.
El registro no indica ninguna clave obligatoria, aunque algunos servidores te piden iniciar sesión la primera vez que los usas.
Se ejecuta en tu computadora. Tu app de IA lo inicia cuando hace falta, y los datos no pasan por los servidores del creador (a menos que el propio servidor llame a un servicio en línea).
El repo de GitHub cambió por última vez –, y la última versión (0.2.0-beta.21) llegó al registro anteayer.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code.
En la misma categoría: GitHub, Desktop Commander, Cloudflare MCP
Servidores de la misma categoría hechos por otros creadores, ordenados por estrellas.
Cómo leer una tarjeta:★ Estrellas de GitHubiTres pilares: reseñas · revisiones · usoiActualizado = fecha en que se publicó la última versión en el registroi
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
MCP server for terminal commands, file operations, and process management
Cloudflare MCP servers
Copiado tal cual del repo del creador. PopNx MCP no lo ha revisado ni lo respalda. Se quitaron HTML, imágenes y scripts. Los enlaces llevan fuera de este sitio.
Your test sheet runs itself. You watch, and sign off each case with one key.
git-qa is an open-source human-in-the-loop QA runner. An AI agent works through your test sheet on Android, iPhone, web and desktop apps; you watch the live screen and sign off each case, and the evidence records who verified what. AI agents can also drive it over MCP.
日本語版はこちら / Japanese · Download
*Left: the cases in your test sheet. Middle: the page, device or app, live, while the AI drives it — the red marker is where it found the expected text. Right: one key per verdict — D pass, F fail. Your handle goes into the evidence when you press it. (The UI is shown in Japanese; it also speaks English.)*
The release check nobody wants to click through again. You have a 30-row regression sheet for an Android app, a web page and a desktop app. Instead of tapping through it by hand, the AI follows the sheet while you watch the live view and press a key per case. You only stop to look closely where something changed or failed.
"Who actually checked this?" A client, an auditor or your own team asks after an incident. The evidence answers: each case says VERIFIED (a person looked and signed) or AUTO_PASS (the AI passed it, nobody looked), with the name, the time, and the screen at that moment.
An AI agent built the feature — now it should check it, on a real device. Over MCP, Claude Code (or any agent) can screenshot, read the screen, list what can be pressed and tap it, on Android, web, desktop or iPhone. It can run the sheet unattended overnight (--no-ui); in the morning you review the failures. The pass is still yours to give. The server is listed in the official MCP registry as io.github.meta-taro/git-qa; it runs from this clone (there is no npm package).
adb device, a web page URL, or a desktop app by name — and a test sheetD / F per caseA run, case by case — the AI runs each step (press the button, reopen the page, press it again), you press D, the case turns VERIFIED / qa and the next one starts:
A test sheet is a TSV you can write in any spreadsheet — samples are in sheets/. From source instead: git clone … && pnpm install && pnpm app (see Install).
Another tool (a traceability ledger, for instance) can open git-qa on a given sheet and case:
git-qa://run?sheet=<absolute path to the TSV>&case=<No.>&target=<what to look at>
case runs that one case only and sets finishedAt in run.json when it is done. target is a URL, app: for a desktop app, or an adb serial. With both present and a handle already entered, the run starts without a click; if git-qa is already open, that window takes it. Installed app only (not pnpm app).
This is *not* a tool for handing verification to an AI and letting it say "everything passed." When something ships broken, the person is accountable — "the AI did it" is not an answer anyone accepts.
So git-qa splits the work:
| Value | Meaning |
|---|---|
VERIFIED | A person put their name on it |
AUTO_PASS | The AI passed it. Nobody looked |
FAIL | It failed |
BLOCKED | Could not run — a precondition was not met |
SKIP | Not run |
A plain PASS would collapse the first two into one value. That collapse is exactly what this tool exists to prevent.
You *can* place VERIFIED without looking. That is a feature, not a hole. The moment you press the key, your handle goes into the evidence. It is a signature, not a lock. There is no anti-cheat machinery — adding it would make a tool that exists to save effort expensive to use.
| Android devices | Real devices and emulators over adb — tap, swipe, type |
| Web pages | Chrome / Edge / Firefox / Safari. Same viewport every run, so you can compare |
| Desktop apps | macOS (Accessibility + Vision OCR) and Windows (UI Automation) |
| iPhone / iPad | Watch, read and record over USB. Tap, type, swipe and launch apps through WebDriverAgent, which you sign and install on the device yourself (guide). Tried on a real iPhone (iOS 17.5.1) |
| Mobile browsers | Android Chrome over adb forward + CDP. iOS Safari through the iPhone path above. Not yet tried |
| From an AI agent | Over MCP — screenshot, read the screen, list the names you can press, tap by name. Android, web, desktop, or iPhone / iPad |
*A real iPhone, driven through WebDriverAgent: git-qa launched the Clock app and tapped "Stopwatch". The case waits for a person's verdict.*
One folder per test run. Commit the whole folder if you want the test itself under version control.
<workspace>/
git-qa.json marks this folder as one test project sheet.tsv the test sheet runs/ 20260914-100000/ run.json verdicts, steps, who placed them and when case-001/ screen.webp the screen at the moment the verdict was placed screen.webm video of the run — only when asked for (--record)
Nothing about your machine goes into the evidence: paths are relative to the workspace, so the same run reads the same way on anyone's machine.
adb for Android, a browser for web — only if you use themffmpeg / cwebp — optional. Without them, evidence is kept in the format it was captured in, uncompressedDownload from the distribution page, or run it from source:
git clone https://github.com/meta-taro/git-qa.git
cd git-qa pnpm install pnpm app
macOS builds are signed and notarized. Windows builds are not signed — you will see "Windows protected your PC"; check the source before choosing *Run*.
To see what this machine can actually do — measured, not guessed:
pnpm doctor
The app also states its own version on the start screen ("This git-qa is v0.2.0-beta.20"). Paste that line into bug reports — it decides which build you are talking about. When a newer build exists, the same place says so; git-qa never replaces itself.
Beta. Three products are using it. Rough edges are listed in each release's notes, and nothing fails silently — where a step cannot run, it is recorded as "a person needs to do this," not as a pass.
Bug reports and requests: Issues. Please write them in your own words, right after you hit the problem. Summarizing loses the part that actually hurt.
MIT — see LICENSE.