clip.qa is a mobile app that turns screen recordings into structured bug reports. Record a bug on your phone, and clip.qa's AI generates steps to reproduce, device context, and environment details. Reports export to Jira, Linear, GitHub Issues, or as LLM-ready markdown for AI coding tools like Claude Code and Cursor. No SDK required — works on any app.

What is Vibe QA — and why does it matter?

Vibe QA is quality assurance for apps built with AI coding tools — a practice that emerged alongside vibe coding (using AI assistants like Claude Code, Cursor, and Copilot to build apps rapidly). Because vibe-coded apps ship faster than traditional QA can keep up, Vibe QA uses AI-native tools to close the loop: capture bugs visually, generate LLM-ready reports automatically, and feed them back to the same AI tools that built the app. clip.qa is the first dedicated Vibe QA tool.

Does clip.qa work with OpenClaw projects?

Yes. clip.qa works with any app built with OpenClaw or any other AI coding framework. Record a bug in your OpenClaw app, generate a structured report, and feed it to your OpenClaw agent — which can then implement the fix autonomously.

How is clip.qa different from Jam?

Jam is a browser-only Chrome extension — it works on web apps but has no mobile support. clip.qa is mobile-first: it records any native iOS or Android app using the device's built-in screen recording, with no SDK or code changes required. clip.qa also exports LLM-ready structured reports that AI coding tools like Claude Code and Cursor can parse and act on directly.

Do I need to install an SDK or add code to my app?

No. clip.qa works without any SDK integration. It uses your phone's native screen recording, so it works on any app — including competitor apps you're testing, OpenClaw projects, and apps you don't have source access to.

How much does clip.qa cost?

clip.qa offers a free tier with 30 bug reports per month, all auto-summarized by AI. Team is $12.99/month or $129/year for unlimited reports and 200 AI-assisted reports per month. Enterprise pricing is custom with unlimited everything, SAML/SSO, audit logs, and priority support.

What platforms does clip.qa support?

clip.qa is available on iOS with Android coming soon. Bug reports can be exported to any platform — Jira, Linear, GitHub Issues, or directly as prompts for Claude, Cursor, and other AI coding tools.

Cursor Integration

Record a bug.
Cursor writes the fix.

clip.qa generates structured, LLM-ready bug reports that you paste directly into Cursor's chat. Cursor gets full context — steps to reproduce, device info, expected vs actual — and can write the fix immediately.

Or go further: install the MCP server and give Cursor native access to your entire bug queue.

See Cursor integration Get clip.qa free

How it works

Five steps. Bug found to bug fixed.

1. Record the bug in clip.qa

Open clip.qa on your iOS or Android device. Navigate to the bug in your app and record it. Device model, OS version, and app context are captured automatically.

2. clip.qa generates the report

One tap. clip.qa's AI produces a structured bug report with steps to reproduce, expected vs actual behavior, and full device context — formatted as LLM-ready markdown.

3. Open Cursor

Switch to Cursor on your desktop. Open the chat panel in the project where the bug lives.

4. Paste the report into Cursor's chat

Copy the clip.qa report and paste it into Cursor's chat. The structured format means Cursor immediately understands the bug context — no rephrasing, no re-explaining.

5. Cursor writes the fix

Cursor reads the report, locates the relevant code, and writes a targeted fix. You review and ship. Total loop time: minutes.

MCP Integration

Skip the copy-paste entirely.

Install the clip.qa MCP server and Cursor can fetch bug reports directly from your queue — no copy-paste, no switching apps.

Terminal

npm install -g @clip-qa/mcp-server

Then add clip-qa to Cursor's MCP configuration. Cursor can then query your bug reports directly in chat.

Full Cursor MCP setup guide

Cursor integration FAQ

Does clip.qa have a Cursor extension?

clip.qa integrates with Cursor via the MCP protocol — not a Cursor extension. Install @clip-qa/mcp-server and add it to your Cursor MCP config. This gives Cursor's AI native access to your bug reports. Without MCP, you can still paste reports manually — the LLM-ready format is purpose-built for Cursor's chat interface.

How do I paste the report into Cursor?

In clip.qa's web dashboard or mobile app, tap the copy button on any report. The structured markdown is copied to your clipboard. In Cursor, open the chat panel (Cmd+L or Ctrl+L) and paste. You can add a short prompt like "Fix this bug" — Cursor reads the structured report and knows exactly what to do.

What does the MCP integration do exactly?

The MCP server exposes your clip.qa bug queue as a tool Cursor's AI can call. When you ask Cursor to "fix the latest bug from clip.qa", it fetches the report directly — no copy-paste needed. It can also list open reports, filter by app or status, and retrieve specific reports by ID. This makes the bug-to-fix loop entirely hands-free.

Does this work with Cursor's composer and agent mode?

Yes. Whether you're using Cursor's chat, composer, or agent mode, the clip.qa report provides the structured context the AI needs. In agent mode with MCP enabled, Cursor can pull the report, locate the relevant code, write the fix, and run tests — all without manual copy-paste.

Cursor already writes your code. Now let it fix your bugs too.

Free to start. Works with any Cursor project.

See Cursor integration See Claude Code version

Record a bug.Cursor writes the fix.