The AI explores a TikTok clone, navigates tabs, scrolls feeds, tests search, fills forms — all autonomously.
AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero config. Works with Claude, Cursor, Windsurf, Copilot. Test Flutter, React Native, iOS, Android, Web, Electron, Tauri, KMP, .NET MAUI — all from natural language.
2026-10-26
ดาว
395
เครื่องมือ
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อัปไทม์
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One prompt. 28 AI-driven actions. Zero test code.
Why This Exists
Writing E2E tests is painful. Maintaining them is worse. flutter-skill takes a different approach:
🔌 Connects any AI agent (Claude, Cursor, Windsurf, Copilot, OpenClaw) directly to your running app via MCP
👀 The agent sees your screen — taps buttons, types text, scrolls, navigates — like a human tester who never sleeps
✅ Zero test code — no Page Objects, no XPath, no brittle selectors. Just plain English
⚡ Zero config — 2 lines of code, works on all 10 platforms
You: "Test the checkout flow with an empty cart, then add 3 items and complete purchase"
Your AI agent handles the rest — screenshots, taps, text entry, assertions, navigation.
No Page Objects. No XPath. No brittle selectors. Just plain English.
For standalone browser automation, CI/CD pipelines, or remote access:
# Start server
flutter-skill serve https://your-app.com
# Use CLI client commands
flutter-skill nav https://google.com
flutter-skill snap # Accessibility tree (99% fewer tokens)
flutter-skill screenshot /tmp/ss.jpg
flutter-skill tap "Login"
flutter-skill type "[email protected]"
flutter-skill eval "document.title"
flutter-skill tools # List all available tools
Command
Description
nav <url>
Navigate to URL
snap
Accessibility tree snapshot
screenshot [path]
Take screenshot
tap <text|ref|x y>
Tap element
type <text>
Type via keyboard
key <key> [mod]
Press key
eval <js>
Execute JavaScript
title
Get page title
text
Get visible text
hover <text>
Hover element
upload <sel> <file>
Upload file
tools
List tools
call <tool> [json]
Call any tool
Supports --port=N, --host=H flags and FS_PORT/FS_HOST env vars.
Total: 656/664 tests passing (98.8%) — each platform tested against a complex social media app with 50+ elements.
⚡ Performance
Real benchmarks from automated test runs against a complex social media app:
Operation
Web (CDP)
Electron
Android
connect
93 ms
55 ms
103 ms
tap
1 ms
1 ms
2 ms
enter_text
1 ms
1 ms
2 ms
inspect
3 ms
12 ms
10 ms
snapshot
2 ms
8 ms
29 ms
screenshot
31 ms
80 ms
88 ms
eval
1 ms
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Token efficiency:snapshot() returns a structured element tree instead of an image — 87–99% fewer tokens than sending screenshots to your AI agent.
How fast is that? A tap takes 1–2 ms end-to-end. Browser automation tools like Playwright and Selenium typically take 50–100 ms for the same operation. That's 50–100× faster, because flutter-skill talks directly to the app runtime instead of going through WebDriver or CDP indirection.
Heavy DOM Sites (Real-World)
Tested 15 MCP tools against production websites — 75/75 passed, zero timeouts:
Site
Tools
Total Time
snapshot
screenshot
count_elements
YouTube
15/15 ✅
6.9s
43 ms
30 ms
4 ms
Amazon
15/15 ✅
14.2s
1 ms
5 ms
2 ms
Reddit
15/15 ✅
17.9s
6 ms
32 ms
51 ms
Hacker News
15/15 ✅
4.8s
53 ms
188 ms
1 ms
Wikipedia
15/15 ✅
7.8s
15 ms
336 ms
1 ms
Total time includes page load. Tool execution is consistently sub-100ms even on heavy DOM sites.
AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero config. Works with Claude, Cursor, Windsurf, Copilot. Test Flutter, React Native, iOS, Android, Web, Electron, Tauri, KMP, .NET MAUI — all from natural language.