I ve been researching pre-submission checks for mobile apps. Apple rejected 1.93M of 7.77M submissions in 2024. Google says it blocked over 1.75M policy-violating apps in 2025.
I went through 25 tools that try to catch issues before review. That includes fastlane precheck, Greenlight, Google s pre-review checks and Play Policy Insights, Checks by Google, and several newer AI reviewers. Most check metadata or code. Very few check what the app actually does at runtime against store policy, and none I found publish their accuracy against real rejections.
QApilot MCP automates tests on real Android devices and emulators by talking to Claude, Cursor or Codex. Describe a test flow in plain English, no Appium code required.
Your agent lays out the steps. QApilot runs the steps. It finds the elements, waits for the screen to settle, retries when something moves, and caches what it learns so repeat runs are faster. Every pass saves a Gherkin feature file and becomes a replayable test case.
Needs Node, Java and the Android SDK.
CoWork turns existing test cases into executable mobile automation with AI planning, human-approved replanning, and real-device execution on iOS, Android, and Flutter.
We launched CoWork, a mobile app testing solution, on PH a while back and got a lot of useful feedback. Some of the most interesting comments came from developers who wanted to test their mobile apps before the merge, not after.
So we built QApilot MCP, that lets Claude, Cursor or Codex drive a real Android device. It launches Saturday.
We launched QApilot's CoWork on Product Hunt last week. We got amazing feedback, sharp questions, and an immense validation from the community that we are solving a real problem. A big thanks to the community for placing us at #2 product of the day.
Explore QApilot's CoWork here - https://qapilot.io/product/cowork. Happy to give a product walkthrough and offer free-trial for mobile app testing teams.
