M
15.0k
Stars
+1254
Stars/month
294
Commits (90d)
10
Releases (6m)
Star Growth
+3.8k (33.3%)estimated from velocity
Overview
Midscene combines a vision-driven GUI Agent with a testing kit for writing, verifying, and debugging UI tests through natural language instructions. It models UI actions and assertions on how people use software, using screenshots to decide where to interact and whether the interface meets expectations. The same Agent APIs work across Web, Android, iOS, HarmonyOS, and desktop apps.
Deep Analysis
Key Differentiator
Uses visual understanding rather than selectors to interact with and verify UI elements across multiple platforms.
⚡ Capabilities
- • Visual understanding of UI elements
- • Cross-platform actions (click, type, scroll)
- • Natural language test instructions
- • Visual assertion verification
- • HTML report generation with screenshots
🔗 Integrations
PlaywrightAndroidiOSHarmonyOSDesktop appsCustom interfaces via screenshot/action APIs
✓ Best For
- ✓ Writing E2E tests in natural language
- ✓ Testing across multiple platforms with consistent APIs
- ✓ Verifying visual UI states without writing selectors
- ✓ Testing custom controls and cross-origin iframes
✗ Not Ideal For
- ✗ End-user AI applications
- ✗ Non-AI testing tools
- ✗ Manual testing without automation
⚠ Known Limitations
- ⚠ Requires model configuration
- ⚠ Performance depends on vision model accuracy
- ⚠ Benchmark shows 93.1% Pass@1 on AndroidWorld
Alternatives
B
BrowserGPT
Command your browser with GPT
v
vimGPT
Browse the web with GPT-4V and Vimium
L
LaVague
Large Action Model framework to develop AI Web Agents
B
Browser-Use
🌐 Make websites accessible for AI agents. Automate tasks online with ease.
Compare Midscene.js
Maintain Midscene.js?
Show your live rank in your README, or put Midscene.js in front of every visitor to AgentoolRank.