brainstorming
brainstorming
You MUST use this before any creative work - creating features, building components, adding functionality, modifying behavior, or planning anything new, in software or out of it (a talk, a business, a renovation).
flutter-skillAutomate and test Flutter applications — launch apps, inspect widgets, tap elements, enter text, scroll, swipe, take screenshots, validate state, and debug via Dart VM Service Protocol. Use when the user wants to run Flutter app tests, automate Flutter UI interactions, inspect widget trees, debug a running Flutter app, or perform gesture-based testing.
Independent GitHub snapshot · Automated classification · Original documentation governs
Control running Flutter applications for testing, debugging, and automation. Connects AI agents to Flutter apps via the Dart VM Service Protocol, exposing tools for UI inspection, gestures, state validation, screenshots, and log access.
{
"mcpServers": {
"flutter-skill": {
"command": "npx",
"args": ["flutter-skill"]
}
}
}
dart pub global activate flutter_skill
{
"mcpServers": {
"flutter-skill": {
"command": "flutter_skill",
"args": ["server"]
}
}
}
| Category | Tools | Purpose |
|---|---|---|
| Connection | launch_app, connect_app | Start or attach to a Flutter app |
| Inspection | inspect, get_widget_tree, find_by_type | Discover UI elements and widget structure |
| Interaction | tap, enter_text, swipe, scroll_to, long_press, drag | Perform gestures and input |
| Validation | wait_for_element, wait_for_gone, get_text_value, get_checkbox_state | Assert UI state |
| Screenshots | screenshot, screenshot_element | Capture visual state |
| Navigation | go_back, get_current_route, get_navigation_stack | Control and inspect navigation |
| Debug | get_logs, get_errors, hot_reload, get_performance | Diagnose issues |
launch_app(project_path: "/path/to/app")
→ screenshot()
→ inspect()
→ tap(key: "element_key") / enter_text(key: "field_key", text: "value")
→ screenshot()
→ verify with wait_for_element / get_text_value
launch_app(project_path: "/path/to/app")
screenshot()
inspect()
enter_text(key: "email_field", text: "user@example.com")
enter_text(key: "password_field", text: "password123")
tap(key: "login_button")
wait_for_element(key: "home_screen", timeout: 5000)
screenshot()
If wait_for_element times out: Call screenshot() to see the current state, then get_errors() to check for crashes or failed network requests.
connect_app(uri: "ws://127.0.0.1:50000/ws")
get_errors()
get_logs()
screenshot()
inspect()
launch_app(): Verify a VM Service URI was returned. If not, check that Flutter is installed and the app compiles.inspect(): Confirm interactive elements are returned. If empty, the app may still be loading — call screenshot() and retry.tap, enter_text, swipe): Call screenshot() to confirm the UI updated as expected.wait_for_element(key: "target") with a timeout. On timeout, call get_errors() to diagnose.key: (most reliable) — widget key set by the developer via ValueKeytext: — visible text content (breaks if text changes)type: — widget type via find_by_type (may match multiple elements)For reliable targeting, apps should use ValueKey on interactive elements:
ElevatedButton(
key: const ValueKey('submit_button'),
onPressed: _submit,
child: const Text('Submit'),
)