MCP Dart Client
leehack/mcp_dart
A skill your agent uses when connecting a Dart or Flutter app to a Model Context Protocol (MCP) server with mcpdart: creating an McpClient, launching a local server over stdio or reaching a remote…
Diagnose problems in a running Flutter app — read logs, evaluate Dart expressions, interpret error envelopes.
$ npx skills add Arenukvern/mcp_flutter --skill flutter-mcp-toolkit-debug -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Arenukvern/mcp_flutter flutter-mcp-toolkit-debug --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/Arenukvern/mcp_flutter.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugin/skills/flutter-mcp-toolkit-debug .claude/skills/flutter-mcp-toolkit-debug && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "flutter-mcp-toolkit-debug" agent skill from https://github.com/Arenukvern/mcp_flutter/tree/main/plugin/skills/flutter-mcp-toolkit-debug into .claude/skills/flutter-mcp-toolkit-debug/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flutter-mcp-toolkit-debug", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/Arenukvern/mcp_flutter/tree/main/plugin/skills/flutter-mcp-toolkit-debugType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add Arenukvern/mcp_flutter --skill flutter-mcp-toolkit-debug -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Arenukvern/mcp_flutter flutter-mcp-toolkit-debug --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Arenukvern/mcp_flutter.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugin/skills/flutter-mcp-toolkit-debug .agents/skills/flutter-mcp-toolkit-debug && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "flutter-mcp-toolkit-debug" agent skill from https://github.com/Arenukvern/mcp_flutter/tree/main/plugin/skills/flutter-mcp-toolkit-debug into .agents/skills/flutter-mcp-toolkit-debug/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flutter-mcp-toolkit-debug", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Arenukvern/mcp_flutter --skill flutter-mcp-toolkit-debug -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Arenukvern/mcp_flutter flutter-mcp-toolkit-debug --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Arenukvern/mcp_flutter.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugin/skills/flutter-mcp-toolkit-debug .cursor/skills/flutter-mcp-toolkit-debug && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "flutter-mcp-toolkit-debug" agent skill from https://github.com/Arenukvern/mcp_flutter/tree/main/plugin/skills/flutter-mcp-toolkit-debug into .cursor/skills/flutter-mcp-toolkit-debug/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flutter-mcp-toolkit-debug", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/Arenukvern/mcp_flutter.git --path plugin/skills/flutter-mcp-toolkit-debug--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add Arenukvern/mcp_flutter --skill flutter-mcp-toolkit-debug -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Arenukvern/mcp_flutter flutter-mcp-toolkit-debug --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Arenukvern/mcp_flutter.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugin/skills/flutter-mcp-toolkit-debug .gemini/skills/flutter-mcp-toolkit-debug && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "flutter-mcp-toolkit-debug" agent skill from https://github.com/Arenukvern/mcp_flutter/tree/main/plugin/skills/flutter-mcp-toolkit-debug into .gemini/skills/flutter-mcp-toolkit-debug/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flutter-mcp-toolkit-debug", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install Arenukvern/mcp_flutter flutter-mcp-toolkit-debugInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add Arenukvern/mcp_flutter --skill flutter-mcp-toolkit-debug -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Arenukvern/mcp_flutter.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugin/skills/flutter-mcp-toolkit-debug .github/skills/flutter-mcp-toolkit-debug && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "flutter-mcp-toolkit-debug" agent skill from https://github.com/Arenukvern/mcp_flutter/tree/main/plugin/skills/flutter-mcp-toolkit-debug into .github/skills/flutter-mcp-toolkit-debug/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flutter-mcp-toolkit-debug", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Arenukvern/mcp_flutter --skill flutter-mcp-toolkit-debug -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Arenukvern/mcp_flutter flutter-mcp-toolkit-debug --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Arenukvern/mcp_flutter.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugin/skills/flutter-mcp-toolkit-debug .opencode/skills/flutter-mcp-toolkit-debug && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "flutter-mcp-toolkit-debug" agent skill from https://github.com/Arenukvern/mcp_flutter/tree/main/plugin/skills/flutter-mcp-toolkit-debug into .opencode/skills/flutter-mcp-toolkit-debug/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flutter-mcp-toolkit-debug", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
flutter-mcp-toolkit-debugDiagnose problems in a running Flutter app — read logs, evaluate Dart expressions, interpret error envelopes.
Flutter MCP Toolkit Debug is an agent skill from Arenukvern/mcp_flutter. Diagnose problems in a running Flutter app — read logs, evaluate Dart expressions, interpret error envelopes. Use when something broke.
Its SKILL.md is about 4.7k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Mobile, covering Cross-platform mobile apps and MCP servers. It works with Flutter, Model Context Protocol and Dart. The repository describes itself as: MCP Toolkit for Flutter AI Agent Driven Development (MCP/CLI + custom client side tools) - via closed feedback loop (visual & semantic snapshot) and high client side… The licence is MIT.
6 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 62f3ee1. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
makeflutterFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Flutter MCP Toolkit Debug loads about 4.7k tokens when it runs. Until then it costs about 40 tokens; SKILL.md has 1,918 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from Arenukvern/mcp_flutter at commit 62f3ee1, republished under its MIT licence (© Arenukvern). 1,918 words, ~4,731 tokens.
.claude/skills/flutter-mcp-toolkit-debug/SKILL.md (or your agent's skills folder).<!-- @FMT_MODE_PRELUDE -->
Use this skill when something broke and you need to understand why:
ok: false).AgentState.instance.value).control action (tap, hot_reload, navigate) completed without error but the result is wrong.Do NOT use this skill for:
flutter-mcp-toolkit-inspect.flutter-mcp-toolkit-setup.fmt_* tools (screenshot, logs, evaluate, …) run on the MCP server via AgentRegistry on the host.MCPToolkitBinding.addEntries / AgentCallEntry — discover with fmt_list_client_tools_and_resources, then fmt_client_tool / fmt_client_resource.error.code first, then error.descriptor.retryable. Look the code up in the Error envelope playbook below.flutter-mcp-toolkit doctor --json. If doctor fails, load flutter-mcp-toolkit-setup.get_recent_logs with count: 100 and a level filter. Look for stack traces or assertion messages near the timestamp of the failure.evaluate_dart_expression with a targeted expression (e.g. MyBloc.instance.state.toString()). Do this after logs, not instead of them.semantic_snapshot → evaluate_dart_expression → get_recent_logs. Snapshot gives you the current widget tree before expression evaluation mutates nothing; logs give trailing context.connection_selection_required, call discover_debug_apps, pick the targetId, then pass connection: {targetId: "..."} to every subsequent call.Retrieve recent print() and debugPrint() output from the running app's main isolate.
count • integer • optional, default: 50 — number of log lines to return.connection • object • optional — connection override; required when multiple debug apps are running.get_recent_logs(count: 100)
get_recent_logs(count: 50, connection: {targetId: "ws://127.0.0.1:8181/<token>/ws"})Returns: {"logs": ["[INFO] page loaded", "[ERROR] assertion failed: ..."], "count": 50}
Read-only; no code executed. Returns only lines buffered since last app start or hot restart. On failure see getRecentLogsFailed in the playbook.
Evaluate a Dart expression in the running app's main isolate and return its string representation.
expression • string • required — Dart expression (e.g. "MyClass.instance.counter").connection • object • optional — connection override.evaluate_dart_expression(expression: "Navigator.of(context).canPop()")
evaluate_dart_expression(expression: "AgentState.instance.value.toString()")Returns: {"result": "42", "kind": "Int", "classRef": "_Smi", "truncated": false} — result is always a string. A long String comes back whole up to 32,768 UTF-16 code units (the unit length and String.length count in, so non-ASCII text may encode to more bytes); past that truncated: true with length, returnedLength and a hint naming the .substring(...) that reads the rest. A List, Map or object comes back as a bare class name ("_GrowableList") with a hint — wrap the expression in .toString() or jsonEncode(...) to read its value. Executes arbitrary code in the live isolate — avoid side-effecting expressions. Debug mode only. On failure see evaluateExpressionFailed in the playbook.
When discover_debug_apps returns more than one entry (or any call returns connection_selection_required):
discover_debug_apps() — read targets[*].targetId for each running app.connect_debug_app(connection: {targetId: "ws://127.0.0.1:<port>/<token>/ws"}) to pin the session.connection object to every subsequent tool call for the session.Connection override pattern — pass connection on any call:
get_recent_logs(count: 50, connection: {targetId: "ws://127.0.0.1:8182/<token>/ws"})
evaluate_dart_expression(expression: "x.toString()", connection: {targetId: "ws://127.0.0.1:8182/<token>/ws"})If the target changes (app restarted, port shifted), re-run discover_debug_apps to get the new targetId. Stale URIs return connect_failed.
Every failure returns {code, message, details, descriptor, recovery}. Always read error.descriptor (not the top-level envelope) for retryable and exitCode. Run error.recovery.fix_command directly when provided.
unexpectedExecutorError (unexpected_executor_error)Means: unhandled exception in the command executor. Causes: bug in the server; unexpected nil; unrecoverable VM state. Recovery:
flutter-mcp-toolkit doctor --jsonerror.details.connectFailed (connect_failed)Means: connection to the VM Service WebSocket failed. Causes: wrong port, stale token, app not running. Recovery:
flutter-mcp-toolkit exec --name get_vm --args '{"connection":{"uri":"ws://127.0.0.1:8181/<token>/ws"}}'app.debugPort.wsUri in Flutter output.vmNotConnected (vm_not_connected)Means: a VM-dependent command was called before a connection was established. Recovery:
flutter-mcp-toolkit exec --name status --args '{}'flutter-mcp-toolkit doctor --json.connectionSelectionRequired (connection_selection_required)Means: multiple debug targets exist; an explicit target is required. Causes: more than one Flutter app running in debug mode simultaneously. Recovery:
flutter-mcp-toolkit exec --name discover_debug_apps --args '{}'targetId from details.availableTargets.connection: {targetId: "<chosen_id>"}.discoverDebugAppsFailed (discover_debug_apps_failed)Means: discovery scan of local VM Service ports failed.
Recovery: flutter-mcp-toolkit doctor --json
getVmFailed (get_vm_failed)Means: get_vm RPC to the VM Service failed.
Recovery: flutter-mcp-toolkit doctor --json
getExtensionRpcsFailed (get_extension_rpcs_failed)Means: listing registered extension RPCs failed.
Recovery: flutter-mcp-toolkit doctor --json
hotReloadFailed (hot_reload_failed)Means: hot reload was rejected by the Dart compiler or VM. Causes: compile error in changed files; isolate in bad state. Recovery:
flutter-mcp-toolkit exec --name get_app_errors --args '{}'hotRestartFailed (hot_restart_failed)Means: full hot restart failed.
Recovery: flutter-mcp-toolkit doctor --json — if VM is unreachable, restart the app manually.
getActivePortsFailed (get_active_ports_failed)Means: scan for active debug ports failed.
Recovery: flutter-mcp-toolkit doctor --json
getAppErrorsFailed (get_app_errors_failed)Means: retrieving app errors from the toolkit bridge failed.
Recovery: flutter-mcp-toolkit doctor --json
getScreenshotsFailed (get_screenshots_failed)Means: screenshot capture failed (wrong mode, host window not available, Simulator window race, etc.). Recovery:
flutter-mcp-toolkit doctor --json — check visual_capture_permission_denied separately.captureHints on get_view_details or screenshot payloads. Strong signals (platformViewsDetected): UiKitView, AppKitView, AndroidView, HtmlElementView — use desktop_window or auto (macOS app, iOS Simulator, or Chrome/web on any host with CDP). Web truth capture: macOS ScreenCaptureKit first, then Chrome CDP (captureBackend: cdp); override port with --web-browser-debugging-port. Weak signals (weakSignalsDetected): Texture only — prefer desktop_window on macOS host but auto does not upgrade. WGPU/custom engines without platform views: set MCPToolkitBinding.captureHintsContributor in the app. Image-only get_screenshots tools also return routing JSON in meta and a leading text block. Showcase: make showcase-stop then make showcase (macOS AppKitView) or flutter run -d chrome (web HtmlElementView + CDP capture).focus_window (MCP: fmt_focus_window) then retry get_screenshots with mode: desktop_window.validate-runtime, executor recovery retries focus+capture once (desktopCaptureRetried). If desktop_window still fails, validate-runtime retries once with flutter_layer even when platform views are detected. Read capturePlatformViewsDetected, captureFocusAttempted, and captureFallbackUsed in data.summary.visualCapturePermissionDenied (visual_capture_permission_denied)Means: macOS Screen Recording permission is not granted. Recovery:
flutter-mcp-toolkit permissions request --kind visual_capturevisualCaptureUnsupported (visual_capture_unsupported)Means: visual capture is not supported on this platform or capture mode. Not retryable.
Recovery: flutter-mcp-toolkit permissions status && flutter-mcp-toolkit doctor --json
getViewDetailsFailed (get_view_details_failed)Means: retrieving FlutterView dimensions failed.
Recovery: flutter-mcp-toolkit doctor --json
debugDumpFailed (debug_dump_failed)Means: a VM debug-dump RPC (render tree, semantics, layers) failed.
Recovery: flutter-mcp-toolkit doctor --json
dynamicRegistryDisabled (dynamic_registry_disabled)Means: a dynamic tool/resource call was made but the dynamic registry is disabled. Not retryable.
Recovery: flutter-mcp-toolkit --dynamics exec --name status --args '{}' — pass --dynamics flag to enable.
dynamicRegistryListFailed (dynamic_registry_list_failed)Means: listing dynamic tools/resources from the registry failed.
Recovery: flutter-mcp-toolkit doctor --json
missingToolName (missing_tool_name)Means: a dynamic tool call was made without providing a tool name. Not retryable.
Recovery: include tool_name parameter in the call; flutter-mcp-toolkit schema --name fmt_client_tool.
dynamicToolFailed (dynamic_tool_failed)Means: invocation of a dynamic tool failed.
Recovery: flutter-mcp-toolkit doctor --json
missingResourceUri (missing_resource_uri)Means: a dynamic resource read was called without a URI. Not retryable.
Recovery: include uri parameter; flutter-mcp-toolkit schema --name fmt_client_resource.
dynamicResourceFailed (dynamic_resource_failed)Means: reading a dynamic resource failed.
Recovery: flutter-mcp-toolkit doctor --json
sessionManagerNotConfigured (session_manager_not_configured)Means: a session command was called but no session manager is wired. Not retryable.
Recovery: flutter-mcp-toolkit doctor --json — server config issue; reload flutter-mcp-toolkit-setup.
sessionNotFound (session_not_found)Means: the requested session ID does not exist. Not retryable. Recovery: list active sessions; start a new session before referencing it.
invalidCommand (invalid_command)Means: command name or argument schema is invalid. Not retryable.
Recovery: flutter-mcp-toolkit schema --name <command_name>
stateStoreReadFailed (state_store_read_failed)Means: reading from persistent state store failed.
Recovery: flutter-mcp-toolkit doctor --json — check filesystem permissions on state directory.
stateStoreWriteFailed (state_store_write_failed)Means: writing to persistent state store failed.
Recovery: flutter-mcp-toolkit doctor --json — check disk space and permissions.
stateLockTimeout (state_lock_timeout)Means: acquiring the state lock timed out (concurrent agent contention). Causes: another agent or CLI call holds the lock; deadlock. Recovery: wait and retry; if recurring, kill other agent processes holding the lock.
stateLockConflict (state_lock_conflict)Means: a conflicting state lock was detected. Causes: parallel agents writing simultaneously. Recovery: serialise calls; retry after the conflicting operation completes.
diagnoseFailed (diagnose_failed)Means: the composite diagnose command failed.
Recovery: flutter-mcp-toolkit doctor --json
explainErrorsFailed (explain_errors_failed)Means: the error-explanation command failed.
Recovery: flutter-mcp-toolkit doctor --json
unsupportedSummaryProvider (unsupported_summary_provider)Means: an unrecognised summary provider was requested. Not retryable.
Recovery: flutter-mcp-toolkit schema --name diagnose — check allowed provider values.
snapshotNotFound (snapshot_not_found)Means: the referenced snapshot ID does not exist. Not retryable.
Recovery: flutter-mcp-toolkit snapshot create --name <snapshot_id> --args '{}'
snapshotInvalid (snapshot_invalid)Means: snapshot payload is malformed or fails validation. Not retryable. Recovery: recreate the snapshot; do not reuse corrupted files.
staleSnapshot (stale_snapshot)Means: the provided snapshotId no longer matches the current app state.
Causes: a hot reload or interaction changed the widget tree after the snapshot was taken.
Recovery:
evaluate_dart_expression(expression: "true") — verify app is reachable.semantic_snapshot() — obtain a fresh snapshot ID, then retry the original call.bundleBuildFailed (bundle_build_failed)Means: bundle creation or publish failed.
Recovery: flutter-mcp-toolkit doctor --json — check build artefacts and output path.
writeBlocked (write_blocked)Means: a write was blocked because --no-overwrite is set and the target already exists. Not retryable.
Recovery: retry without --no-overwrite, or choose a different --output/--name.
doctorCriticalFailed (doctor_critical_failed)Means: one or more critical doctor checks failed.
Recovery: flutter-mcp-toolkit doctor --json — read checks[*] where status: "fail" and critical: true; load flutter-mcp-toolkit-setup.
interactionFailed (interaction_failed)Means: a tap/scroll/swipe/drag/long_press/enter_text/reveal_search/focus_widget call was refused.
Causes: stale ref; widget not visible, not interactive, or disabled; target never found; toolkit bridge not initialized. For focus_widget: focus_not_exposed (nothing focusable answers for the ref — a tap-only button with no FocusNode) or focus_refused (focus moved elsewhere; details.focusedNow names the holder).
Recovery:
error.details.hint — a refusal names its own cause and next step, and that hint is what error.recovery.summary carries.semantic_snapshot() for fresh refs, then retry.semanticSnapshotFailed (semantic_snapshot_failed)Means: semantic_snapshot execution failed.
Recovery: flutter-mcp-toolkit doctor --json — verify MCPToolkitBinding.initialize() is called.
evaluateExpressionFailed (evaluate_expression_failed)Means: evaluate_dart_expression execution failed.
Causes: expression syntax error; exception thrown at runtime; isolate not reachable.
Recovery: simplify the expression; check syntax; flutter-mcp-toolkit doctor --json.
getRecentLogsFailed (get_recent_logs_failed)Means: get_recent_logs retrieval failed.
Recovery: flutter-mcp-toolkit doctor --json — verify toolkit is initialized.
invalidPredicate (invalid_predicate)Means: wait_for received a predicate whose requested observation cannot fit inside its timeout budget.
Causes: stableWindowMs is greater than or equal to effective timeoutMs.
Recovery: set timeoutMs above stableWindowMs; omitting timeoutMs uses the 5000 ms default.
waitTimeout (wait_timeout)Means: wait_for predicate did not match before timeoutMs elapsed.
Causes: predicate condition never becomes true; app state does not change; timeoutMs too short.
Recovery:
semantic_snapshot() — verify the expected widget state.timeoutMs or adjust the predicate.waitForFailed (wait_for_failed)Means: wait_for execution failed (malformed predicate or toolkit error).
Recovery: flutter-mcp-toolkit schema --name wait_for
pressKeyFailed (press_key_failed)Means: press_key execution failed.
Recovery: flutter-mcp-toolkit schema --name press_key
handleDialogFailed (handle_dialog_failed)Means: handle_dialog (dismiss/accept dialog) execution failed.
Causes: no dialog present; dialog already dismissed.
Recovery: semantic_snapshot() — verify a dialog is visible before calling.
navigateFailed (navigate_failed)Means: navigate push/pop/popUntil failed.
Recovery: flutter-mcp-toolkit schema --name navigate
navigatorNotRegistered (navigator_not_registered)Means: navigate was called but the app did not register a GlobalKey<NavigatorState>. Not retryable.
Causes: MCPToolkitBinding.instance.navigatorKey was never set in the host app.
Recovery: assign MCPToolkitBinding.instance.navigatorKey = navigatorKey in the app's main.dart and hot restart.
fillFormFailed (fill_form_failed)Means: fill_form orchestration failed (transport or per-field error).
Recovery: flutter-mcp-toolkit schema --name fill_form
hoverFailed (hover_failed)Means: hover execution failed.
Recovery: flutter-mcp-toolkit doctor --json
focusWidgetFailed (focus_widget_failed)Means: focus_widget could not reach the app. A refusal the app itself reports (focus_not_exposed, focus_refused) arrives as interaction_failed with the toolkit's hint in details.
Recovery: flutter-mcp-toolkit doctor --json
unknown (unknown_error)Means: fallback for any unrecognised error code.
Recovery: flutter-mcp-toolkit doctor --json — inspect error.details for raw cause.
© Arenukvern, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in plugin/skills/flutter-mcp-toolkit-debug of Arenukvern/mcp_flutter.
Open the folder on GitHubat commit 62f3ee1
Flutter MCP Toolkit Debug next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Flutter MCP Toolkit Debug this skillArenukvern/mcp_flutter | 386 | — | ~4.7k | Automated safety check: Pass | MIT | |
| MCP Dart Clientleehack/mcp_dart | 116 | — | ~1.8k | Automated safety check: Pass | MIT | |
| Aaalice Dev SessionsAaalice233/Aaalice_NAI_Launcher | 188 | — | ~902 | Automated safety check: Pass | MIT | |
| Aaalice Hot ReloadAaalice233/Aaalice_NAI_Launcher | 188 | — | ~531 | Automated safety check: Pass | MIT | |
| Aaalice Runtime VerifyAaalice233/Aaalice_NAI_Launcher | 188 | — | ~963 | Automated safety check: Pass | MIT | |
| Native Desktop UI TestingFNOSP/FlyNarwhal | 496 | — | ~2.4k | Automated safety check: Pass | AGPL-3.0 |
leehack/mcp_dart
A skill your agent uses when connecting a Dart or Flutter app to a Model Context Protocol (MCP) server with mcpdart: creating an McpClient, launching a local server over stdio or reaching a remote…
Aaalice233/Aaalice_NAI_Launcher
管理 Aaalice NAI Launcher 项目专用的 Windows 与 Android Flutter 开发会话。用户提到 PC热重载、安卓热重载、启动/关闭/重建独立命令行窗口、模拟器启动异常或检查双端会话时使用。
Aaalice233/Aaalice_NAI_Launcher
为 Aaalice NAI Launcher 修改代码后选择并执行 Windows/Android 的 r 热重载、R 热重启或完整重建,并验证结果。已有开发会话运行时,代码修改完成后自动使用;用户要求热重载、热重启、修改后刷新或查看 Flutter 日志时也使用。
Aaalice233/Aaalice_NAI_Launcher
用户要求自动化运行验收、界面操作、截图检查或双端 UI 测试时,自动启动或复用 Aaalice NAI Launcher 热重载会话,通过项目级 Dart/Flutter MCP 验证应用;Android 系统界面按需使用 ADB。
FNOSP/FlyNarwhal
Run and verify Flutter desktop behavior on Windows/macOS/Linux native clients.
VeryGoodOpenSource/vgv-ai-flutter-plugin
Drives a Dart or Flutter package fully green through a verify-fix-rerun loop across four gates: analyze, format, test, coverage.
Arenukvern/mcp_flutter
Design, implement, and integrate generalized validation harnesses across a producer-consumer boundary after a local harness contract exists.
Arenukvern/mcp_flutter
Run a Mixture of Experts (MoE) audit on any topic, plan, codebase, evidence archive, or process.
Arenukvern/mcp_flutter
Plan and document handoffs, parent lane contracts, and parallel batch contracts between specialized AI agents (foreman, workers, reviewers).
Arenukvern/mcp_flutter
Designs public or private Agent Skill and plugin marketplaces for Cursor, Claude Code, Codex, Zed, Open Plugin, and npx skills—manifest layout, install matrix, and Skill Steward vs product boundaries.
Arenukvern/mcp_flutter
Chooses ecosystem-native release and changelog tooling (Changesets, Melos, release-plz) plus binary distribution (GitHub Release tarballs, install.sh) when the product is an executable.
Arenukvern/mcp_flutter
Master orchestration for repository governance, North Star impact, sub-Star boundaries, and repair-first or evidence-first drift checks.
Works with
Categories
Diagnose problems in a running Flutter app — read logs, evaluate Dart expressions, interpret error envelopes. Flutter MCP Toolkit Debug is an agent skill from Arenukvern/mcp_flutter. Diagnose problems in a running Flutter app — read logs, evaluate Dart expressions, interpret error envelopes.
Flutter MCP Toolkit Debug fits situations like: something broke; tasks that involve Cross-platform mobile apps; tasks that involve MCP servers.
Run `npx skills add Arenukvern/mcp_flutter --skill flutter-mcp-toolkit-debug -a claude-code`. Or copy the skill folder (plugin/skills/flutter-mcp-toolkit-debug in Arenukvern/mcp_flutter) into .claude/skills/flutter-mcp-toolkit-debug in your project. Claude Code loads it when a task matches its description.
Run `npx skills add Arenukvern/mcp_flutter --skill flutter-mcp-toolkit-debug -a codex`. Or copy the skill folder (plugin/skills/flutter-mcp-toolkit-debug in Arenukvern/mcp_flutter) into .agents/skills/flutter-mcp-toolkit-debug in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Arenukvern/mcp_flutter --skill flutter-mcp-toolkit-debug -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/flutter-mcp-toolkit-debug, .gemini/skills/flutter-mcp-toolkit-debug, .github/skills/flutter-mcp-toolkit-debug and .opencode/skills/flutter-mcp-toolkit-debug in your project.
Going by SKILL.md and its folder, Flutter MCP Toolkit Debug needs the command-line tools its instructions call (make and flutter).
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Flutter MCP Toolkit Debug is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 4.7k tokens (SKILL.md is roughly 19k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Flutter MCP Toolkit Debug: MCP Dart Client (leehack/mcp_dart, 116 stars), Aaalice Dev Sessions (Aaalice233/Aaalice_NAI_Launcher, 188 stars), Aaalice Hot Reload (Aaalice233/Aaalice_NAI_Launcher, 188 stars) and Aaalice Runtime Verify (Aaalice233/Aaalice_NAI_Launcher, 188 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Arenukvern (a GitHub user) maintains it in Arenukvern/mcp_flutter, which has 386 GitHub stars. The repository holds 23 skills in this directory. The repository was last updated on October 3, 2026.
Source: Arenukvern/mcp_flutter on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.