Git Qa

io.github.meta-taroPublished by GitHub account meta-tarov0.2.0-beta.21Updated Nov 4, 2026

Open-source human-in-the-loop QA runner: an AI agent works the test sheet, a person signs off.

VerifiedSTDIODesktop onlyBrowser AutomationDeveloper Tools

Overview

AI-generated overview

Open-source human-in-the-loop QA runner: an AI agent drives Android, iPhone, web or desktop apps through a test sheet while a person signs off each case.

What you can do
  • Screenshot and read the live screen of Android, web, desktop or iPhone/iPad targets
  • List the elements that can be pressed and tap them by name
  • Work through a TSV test sheet case by case, with a person pressing D or F for each verdict
  • Record evidence per run: verdicts, steps, who placed them, when, and the screen at that moment
  • Run a sheet unattended overnight and review the failures afterwards
When to use it
For regression and release checks that someone has to click through repeatedly, and for cases where you need to show who actually verified a build rather than letting an AI declare everything passed.
Requirements
Runs locally as a desktop app (macOS, Windows x64/ARM64) or from source with pnpm; Node 22 or newer is required. adb for Android, a browser for web, and a self-signed WebDriverAgent install for iPhone/iPad. ffmpeg and cwebp are optional for compressed evidence. No npm package is published.
Before you install
The AI operates real devices and apps, so it taps, types and launches things on them. A VERIFIED verdict is a signature, not a lock: pressing the key records your handle even if you did not look, and there is no anti-cheat. Windows builds are unsigned. Beta software.

Installation

In SourceWeft

  1. Open Git Qa in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

README

git-qa

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

[git-qa running a test sheet: cases on the left, the live screen in the middle with the AI pointing at what it found, one-key verdicts on the right]

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.)

When you would reach for it

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).

Try it

  1. Download the app from the distribution page (macOS, Windows x64 / ARM64) and install Node 22+
  2. Open git-qa. Enter a handle (it goes into the evidence as "who looked"), pick what to look at — an adb device, a web page URL, or a desktop app by name — and a test sheet
  3. Start, watch, and press D / F per case

[Picking what to look at: a web page URL, a desktop app by name, or an adb device]

A 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 run: the AI presses the button and finds the result, reopens the page and finds it reset, presses again; each case is verified with D]

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).

Why it is built this way

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:

  • The AI operates the device, the browser, or the desktop app, following a test sheet
  • The human watches, and places the verdict with a single keystroke
  • The evidence records who saw what, and when

The vocabulary is the point

ValueMeaning
VERIFIEDA person put their name on it
AUTO_PASSThe AI passed it. Nobody looked
FAILIt failed
BLOCKEDCould not run — a precondition was not met
SKIPNot 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.

What it can drive

Android devicesReal devices and emulators over adb — tap, swipe, type
Web pagesChrome / Edge / Firefox / Safari. Same viewport every run, so you can compare
Desktop appsmacOS (Accessibility + Vision OCR) and Windows (UI Automation)
iPhone / iPadWatch, 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 browsersAndroid Chrome over adb forward + CDP. iOS Safari through the iPhone path above. Not yet tried
From an AI agentOver MCP — screenshot, read the screen, list the names you can press, tap by name. Android, web, desktop, or iPhone / iPad

[git-qa driving a real iPhone: the Clock app opened and the Stopwatch tab tapped through WebDriverAgent, with the AI verdict AUTO_PASS]

A real iPhone, driven through WebDriverAgent: git-qa launched the Clock app and tapped "Stopwatch". The case waits for a person's verdict.

What evidence looks like

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.

Requirements

  • Node 22 or newer — required. The app starts a runner process
  • adb for Android, a browser for web — only if you use them
  • ffmpeg / cwebp — optional. Without them, evidence is kept in the format it was captured in, uncompressed

Install

Download from the distribution page, or run it from source:

bash
git clone https://github.com/meta-taro/git-qa.gitcd git-qapnpm installpnpm 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:

bash
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.

Status

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.

License

MIT — see LICENSE.

Source: README.md at commit 0d58c46

Tools

0
SourceWeft has not started this package in its sandbox yet, so its tools are not known.

Version history

1
  1. v0.2.0-beta.21LatestNov 4, 2026

Score

50% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 days25 pts

    Keep the endpoint answering the MCP handshake; SourceWeft probes it every 30 days.

  • Auth declared10 pts

    Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.

  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts