A Flutter ecosystem an AI coding agent can operate: a utility-first styling framework, an app framework, a CLI, an end-to-end driver and a runtime inspector.
An agent writing Flutter code cannot see the app it just built. It guesses at the widget tree, never taps a button, and never reads the exception it caused. Artisan, Dusk and Telescope each ship a stdio MCP server, so the agent works from the running app instead of from a guess.
Tailwind CSS for Flutter. Write className strings, get optimised widget trees.
// Flutter native
Container(
padding: EdgeInsets.all(24),
margin: EdgeInsets.symmetric(horizontal: 16),
decoration: BoxDecoration(
color: Colors.white,
borderRadius: BorderRadius.circular(12),
boxShadow: [BoxShadow(color: Colors.black.withOpacity(0.1), blurRadius: 10, offset: Offset(0, 4))],
),
child: Text('Hello', style: TextStyle(fontSize: 20, fontWeight: FontWeight.bold)),
)
// Wind
WDiv(
className: 'p-6 mx-4 bg-white dark:bg-gray-800 rounded-xl shadow-lg',
child: WText('Hello', className: 'text-xl font-bold'),
)flutter pub add fluttersdk_windThe Flutter team looked at the same problem. In the Decorators experiment they wrote that "the source code can be a bit verbose due to heavy nesting", ran 3 rounds of user studies with 8 participants, and closed it with "we've decided not to move forward with the decorators experiment". Their experiment chained modifiers onto a widget. Wind takes the other route: utility strings parsed into a widget tree, so the styling stays declarative and the tree stays flat.
W-prefix widgets, a parser per utility family, a themeable token set, dark mode, responsive prefixes and the WindRecipe variant primitives. Documentation
| Package | What it is | Downloads | Quality |
|---|---|---|---|
| Artisan | Composable Dart CLI framework and stdio MCP server. Scaffolding, code generation, transactional plugin installs, hot reload and a REPL in one binary. |  |
 |
| Dusk | End-to-end driver. Taps, snaps and screenshots a live app over VM Service, the way Playwright drives a browser. |  |
 |
| Telescope | Passive runtime inspector. Captures HTTP, logs, exceptions and DB queries and surfaces them to the CLI and the agent. Debug-only, zero release overhead. |  |
 |
| Magic | The Laravel experience for Flutter. Facades, Eloquent ORM, service providers, IoC container. Alpha. |  |
 |
Wind's CI runs OpenSSF Scorecard and zizmor, so the supply chain of a package you depend on is inspectable.
Starter kit · Notifications · Social auth · Deep links · Payments · DevTools
fluttersdk/ai is the shared store for the ecosystem's skills, rules and MCP wiring. One command in Claude Code:
/plugin marketplace add fluttersdk/ai
/plugin install fluttersdk@fluttersdk-marketplace
Or npx skills add fluttersdk/ai --skill wind-ui, which reaches Cursor, OpenCode, Copilot, Codex, Cline and 40+ other agents.
That gets you two things. The skill teaches the className grammar and the framework conventions, loaded into context before the first line is written. The docs MCP server at mcp.fluttersdk.com answers search-docs across all five packages over streamable HTTP, public and with no auth, so an agent can look up what it does not already hold.
A flat markdown inventory also sits at /wind/llms.txt and the same path under /magic, /dusk, /telescope and /artisan, if you would rather point your agent at a URL than install anything.
fluttersdk.com is a cloud IDE with live preview, AI generation and deployment, pre-configured with Magic and Wind. Currently in closed beta.
Maintained by Anılcan Çakır. Documentation at fluttersdk.com, issues on the individual repositories.
