agent_wires_mcp 0.1.0

MCP server that bridges an LLM agent to a running Flutter app via the Dart VM service. Pairs with agent_wires_probe.

agent_wires_mcp

MCP server that bridges an LLM agent to a running Flutter app via the Dart VM service. Pairs with agent_wires_probe — together they let an LLM agent perceive and drive your app for end-to-end testing.

The agent sees a denoised semantic tree (16 elements, not 800) and can tap, type, scroll, wait, take screenshots, read logs, and watch network calls. State that needs human curation (labels for unlabeled controls) persists in your project as .flutter_qa/map.json.

See agent-wires/README.md for the full architecture and a 10-minute walkthrough.

Install

dart pub global activate agent_wires_mcp

This installs the agent_wires_mcp executable globally. Confirm with:

agent_wires_mcp --version

If agent_wires_mcp isn't on your PATH, follow the Dart docs.

Use

Configure your MCP client to spawn agent_wires_mcp run against your app.

Claude Code — ~/.claude.json:

{
  "mcpServers": {
    "flutter-qa": {
      "command": "agent_wires_mcp",
      "args": [
        "run",
        "--project", "/Users/you/your-flutter-app",
        "-d",        "<device-id from `flutter devices`>"
      ]
    }
  }
}

Claude Desktop / Cursor / others — same shape, point at the same binary; consult your client's MCP config docs for the file location.

The run subcommand boots flutter run --machine, auto-discovers the VM service URI, attaches, and serves MCP over stdio in one process. For an already-running app, use agent_wires_mcp serve --attach <ws-uri> instead.

Subcommands

agent_wires_mcp run     boot a Flutter app and serve MCP in one step
agent_wires_mcp serve   attach to an already-running VM service URI
agent_wires_mcp review  open the human-curation dashboard

run flags

Flag	Purpose
--project <dir>	the Flutter app directory (default: cwd)
-d, --device <id>	target device (from flutter devices)
--flavor <name>	passed through as flutter run --flavor
-t, --target <path>	entry-point Dart file
--dart-define KEY=VALUE	repeatable, forwarded to flutter run

Tool surface (18 tools)

Category	Tools
Perception	snapshot, inspect, screenshot (optional Set-of-Mark overlay)
Action	tap, long_press, swipe, enter_text, clear_text, scroll, press_back
Sync	wait_for_idle, wait_for_route, wait_for_element
Observability	get_logs, get_network
Memory	label_element, get_labels, recall

A typical agent loop:

snapshot                    → see what's on the screen
tap("Sign in")              → drive the UI
wait_for_route("HomeRoute") → block until the navigation completes
get_network since=<cursor>  → see what HTTP that triggered
get_logs    since=<cursor>  → see what the app printed
snapshot                    → confirm the new state

Human-in-the-loop dashboard

When the agent encounters a tappable widget without a recognisable label (a bare GestureDetector, a custom-painted control), it lands in the snapshot's unresolved[] array. The MCP server proposes labels from source-location analysis, but a human confirms via the review dashboard:

agent_wires_mcp review --project-root /path/to/your/app
# → open http://localhost:7345

Accepted labels persist in .flutter_qa/map.json. Commit that file with your code so the rest of your team gets the same vocabulary.

Requires

• Dart SDK 3.5+ (ships with Flutter)
• Flutter SDK 3.24+ — agent_wires_mcp run shells out to flutter run
• The target app has agent_wires_probe installed and AgentWiresProbe.install() called from main()

License

MIT