MCP Debugger
debugmcp/mcp-debugger
A skill your agent uses when investigating a bug, failing test, or unexpected runtime behavior and the mcp-debugger MCP server is available — drives real step-through debuggers (breakpoints, stack…
Drive a running Flutter app — tap, scroll, type, fill forms, hot-reload, navigate.
$ npx skills add Arenukvern/mcp_flutter --skill flutter-mcp-toolkit-control -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Arenukvern/mcp_flutter flutter-mcp-toolkit-control --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-control .claude/skills/flutter-mcp-toolkit-control && 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-control" agent skill from https://github.com/Arenukvern/mcp_flutter/tree/main/plugin/skills/flutter-mcp-toolkit-control into .claude/skills/flutter-mcp-toolkit-control/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flutter-mcp-toolkit-control", 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-controlType 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-control -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Arenukvern/mcp_flutter flutter-mcp-toolkit-control --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-control .agents/skills/flutter-mcp-toolkit-control && 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-control" agent skill from https://github.com/Arenukvern/mcp_flutter/tree/main/plugin/skills/flutter-mcp-toolkit-control into .agents/skills/flutter-mcp-toolkit-control/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flutter-mcp-toolkit-control", 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-control -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Arenukvern/mcp_flutter flutter-mcp-toolkit-control --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-control .cursor/skills/flutter-mcp-toolkit-control && 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-control" agent skill from https://github.com/Arenukvern/mcp_flutter/tree/main/plugin/skills/flutter-mcp-toolkit-control into .cursor/skills/flutter-mcp-toolkit-control/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flutter-mcp-toolkit-control", 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-control--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-control -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Arenukvern/mcp_flutter flutter-mcp-toolkit-control --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-control .gemini/skills/flutter-mcp-toolkit-control && 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-control" agent skill from https://github.com/Arenukvern/mcp_flutter/tree/main/plugin/skills/flutter-mcp-toolkit-control into .gemini/skills/flutter-mcp-toolkit-control/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flutter-mcp-toolkit-control", 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-controlInstalls 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-control -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-control .github/skills/flutter-mcp-toolkit-control && 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-control" agent skill from https://github.com/Arenukvern/mcp_flutter/tree/main/plugin/skills/flutter-mcp-toolkit-control into .github/skills/flutter-mcp-toolkit-control/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flutter-mcp-toolkit-control", 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-control -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-control --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-control .opencode/skills/flutter-mcp-toolkit-control && 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-control" agent skill from https://github.com/Arenukvern/mcp_flutter/tree/main/plugin/skills/flutter-mcp-toolkit-control into .opencode/skills/flutter-mcp-toolkit-control/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flutter-mcp-toolkit-control", 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-controlDrive a running Flutter app — tap, scroll, type, fill forms, hot-reload, navigate.
Flutter MCP Toolkit Control is an agent skill from Arenukvern/mcp_flutter. Drive a running Flutter app — tap, scroll, type, fill forms, hot-reload, navigate. Use when you need to interact with the UI.
Its SKILL.md is about 3.9k 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, Forms and invoices and MCP servers. It works with Flutter and Model Context Protocol. 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.
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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are json).
From 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 Control loads about 3.9k tokens when it runs. Until then it costs about 38 tokens; SKILL.md has 1,428 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). 1,428 words, ~3,923 tokens.
.claude/skills/flutter-mcp-toolkit-control/SKILL.md (or your agent's skills folder).<!-- @FMT_MODE_PRELUDE -->
Use this skill when you need to drive a running Flutter app as a user would:
Most interaction tools target a widget by ref — a short string like "s_0" returned by semantic_snapshot. For visible widgets, call semantic_snapshot, scan the returned nodes, find the right ref, then pass it. Narrow the node set with identifierPrefix or subtreeOf (a ref or an identifier), and cut every node down to the keys you read with fields; refs are those of the full tree either way. For off-screen targets with stable semantics text or identifier, use reveal_search; it performs a bounded snapshot → match → scroll loop and returns a fresh ref/snapshotId.
Snapshot node keys to scan:
| Want to find | Scan field | Example value |
|---|---|---|
| By semantics identifier | identifier | "nav.tasks" |
| By visible label / text | label | "Login" |
| By value or hint | value / hint | "user@example.com" |
| By semantic role | type | "button" |
| By what it accepts | actions | ["tap"] |
Example — find the "Login" button ref:
semantic_snapshot()
→ nodes: [{ref:"s_0", label:"Login", actions:["tap"]}, ...]
tap_widget(ref: "s_0")Pass snapshotId (from the snapshot response) to any interaction call. If the tree has changed, the call returns stale_snapshot with both IDs so you know to re-snapshot. Refs are only valid against the most recent snapshot.
semantic_snapshot()
→ find node where label == "Submit" → ref "s_3"
tap_widget(ref: "s_3", snapshotId: <id>)semantic_snapshot() → email ref "s_1", password ref "s_2"
fill_form(fields: [{ref:"s_1", text:"user@example.com"}, {ref:"s_2", text:"secret"}], snapshotId: <id>)
→ one round-trip; stops on first failurescroll(direction: "down", distance: 300)
semantic_snapshot() → item now visible → ref "s_5"
tap_widget(ref: "s_5")reveal_search(query: "greeting_input_field", matchBy: "identifier", direction: "down", maxAttempts: 4)
→ returns ref "s_14", snapshotId 2, match, attempts trace
enter_text(ref: "s_14", snapshotId: 2, text: "hello")wait_for(predicate: {kind: "text", text: "Welcome"}, timeoutMs: 8000)
→ returns fresh snapshot when text appears
tap_widget(ref: <ref from wait_for snapshot>)navigate(action: "push", route: "/settings", arguments: {tab: "account"})
semantic_snapshot() → fresh refs in the new screenhot_reload_and_capture()
→ screenshot + semantic snapshot + errors in one callpress_key has no Back key. Use navigate(action: "pop") for Navigator pop; handle_dialog(action: "dismiss") for dialogs; press_key(key: "Escape") on desktop.
navigate(action: "pop")Tap a widget by ref. ref • string • required. snapshotId • integer • optional. connection • object • optional.
{"name": "tap_widget", "arguments": {"ref": "s_3", "snapshotId": 7}}Returns: {"via": "semantic_action", "ref": "s_3"} — Failures: stale_snapshot, ref_not_found
Long-press a widget by ref. ref • string • required. snapshotId • integer • optional. connection • object • optional.
{"name": "long_press", "arguments": {"ref": "s_2"}}Returns: {"via": "semantic_action"} — Failures: stale_snapshot, ref_not_found
Enter text into a text field; taps to focus before typing. ref • string • required. text • string • required. snapshotId • integer • optional. connection • object • optional.
{"name": "enter_text", "arguments": {"ref": "s_1", "text": "hello@example.com"}}Returns: {"via": "editable_state", "verified": true, "appliedText": "..."}. A write the field kept nothing of fails with text_not_applied, appliedText (empty) and restoredText (the value put back). Failures: stale_snapshot, ref_not_found, text_not_applied
Find a semantic target that may be off-screen. query • string • required. matchBy • string • optional (text|identifier|label|value|hint, default text). direction • string • optional (up|down|left|right, default down). maxAttempts • integer • optional • max 10. distance • number • optional. connection • object • optional.
{"name": "reveal_search", "arguments": {"query": "greeting_input_field", "matchBy": "identifier", "direction": "down", "maxAttempts": 4}}Returns: {"ref": "s_14", "snapshotId": 2, "match": {...}, "attempts": [...]} — Failures: missing_query, target_not_found, scroll_blocked, target_not_actionable. identifier matches whole and case-sensitively; the other modes are case-insensitive substring tests. A miss by identifier carries identifiersSeen (how many the searched screens published) and nearIdentifiers — the closest of them, so panel.tab not found comes back with panel.tab.overview / panel.tab.jobs to pass instead.
Batch text entry: fills multiple fields in one call. Stops on first failure. snapshotId validated on first field only. fields • array of {ref, text} • required. snapshotId • integer • optional. connection • object • optional.
{"name": "fill_form", "arguments": {"fields": [{"ref":"s_1","text":"user"},{"ref":"s_2","text":"pass"}], "snapshotId": 5}}Returns: {"filled": 2} — Failures: stale_snapshot, ref_not_found
Scroll to reveal content. "down" reveals content below (finger swipes up). direction • string • required (up|down|left|right). ref • string • optional — the list to scroll, or any node inside it; without it the list under the screen centre scrolls. distance • number • optional • default 300, honoured exactly where the list takes an offset, otherwise rounded to a viewport page. snapshotId • integer • optional. connection • object • optional.
{"name": "scroll", "arguments": {"direction": "down", "ref": "s_0", "distance": 500}}Returns: {"via": "semantic_action", "scrollBefore": 0.0, "scrollAfter": 500.0, "distance": 500.0}. scrollBefore/scrollAfter are forwarded whenever measurable; distance is present on exact-offset and pointer-scroll paths. A node that advertises the scroll action without a scroll position (custom Semantics(onScrollUp: ...)) takes it and returns success: true, verified: false, unmeasured: true. Failures: ref_not_found, stale_snapshot, no_scrollable_at_point, no_scroll_movement, unsupported_scroll_action, semantics_owner_unavailable
High-velocity fling. Same direction model as scroll. Always Tier 2 pointer events. direction • string • required. ref • string • optional. distance • number • optional • default 300. snapshotId • integer • optional. connection • object • optional.
{"name": "swipe", "arguments": {"direction": "left", "ref": "s_4"}}Returns: {"via": "pointer_events", "scrollBefore": 0.0, "scrollAfter": 420.0} when movement is measurable. When finite scroll offsets are unavailable, a dispatched gesture returns success: true, verified: false, and measurementReason. Failures: ref_not_found, stale_snapshot, no_scroll_movement, web_gesture_not_supported
Drag from one widget to another. Always Tier 2. fromRef • string • required. toRef • string • required. snapshotId • integer • optional. connection • object • optional.
{"name": "drag", "arguments": {"fromRef": "s_2", "toRef": "s_7"}}Returns: {"via": "pointer_events"} — Failures: ref_not_found, web_gesture_not_supported
Synthesize a mouse hover. Desktop/web only — no hover concept on mobile. ref • string • required. snapshotId • integer • optional. connection • object • optional.
{"name": "hover", "arguments": {"ref": "s_5"}}Returns: {"via": "pointer_events"} — Failures: ref_not_found, platform error on mobile
Give keyboard focus to a widget, so the press_key that follows reaches it. Uses the node's semantic focus action when the snapshot lists one, otherwise the focusable widget inside the ref's bounds (the only route on iOS, where Flutter exposes no focus action). Leaves a parked hover in place. ref • string • required. snapshotId • integer • optional. connection • object • optional.
{"name": "focus_widget", "arguments": {"ref": "s_5"}}Returns: {"via": "semantic_action" | "focus_node", "verified": true, "verifiedBy": "semantics_flag" | "focus_node", "focusMoved": bool} — success: true means the target reports focus after the framework caught up; focusMoved: false means it already held it. On the focus-node route, focusedNow names the control inside the ref that actually took focus. Failures: ref_not_found, stale_ref, stale_snapshot, target_disabled, focus_not_exposed (nothing focusable behind the ref), focus_refused (the request went through but the target does not report focus; focusedNow says where it sits)
Synthesize key press (down+up). Accepted: Enter Escape Tab Backspace Delete Space ArrowUp ArrowDown ArrowLeft ArrowRight plus single ASCII (a-z 0-9). key • string • required. ctrl/shift/alt/meta • boolean • optional • default false. connection • object • optional.
{"name": "press_key", "arguments": {"key": "Enter"}}Returns: {"key": "Enter", "handled": bool} — handled says whether either dispatch phase (hardware keyboard handlers or focus chain) claimed the main key-down event; false does not describe the key-up or modifier events. clearedStaleModifiers / releasedStuckModifiers name any modifier the call had to release — a modifier left held by an earlier keystroke makes every plain shortcut stop matching, so the call normalizes it and says so. Failures: unknown_key
Wait for a UI predicate; returns fresh semantic snapshot. Predicates: {kind:"text",text} | {kind:"noText",text} | {kind:"time",ms} | {kind:"stable",stableWindowMs}. stable samples once per frame and matches after the semantics tree has remained unchanged for the requested wall time; the match reports stableFor.sampledFrames and stableFor.elapsedMs. stableWindowMs must be less than timeoutMs (default 5000); an impossible budget fails immediately with invalid_predicate. predicate • object • required. timeoutMs • integer • optional • default 5000 • max 30000. connection • object • optional.
{"name": "wait_for", "arguments": {"predicate": {"kind": "text", "text": "Dashboard"}, "timeoutMs": 8000}}Returns: fresh semantic snapshot — Failures: timeout, invalid_predicate
Drive the registered Navigator. Requires MCPToolkitBinding.instance.navigatorKey = key in the app. action • string • required (push|pop|popUntil). route • string • required for push/popUntil. arguments • object • optional (for push). connection • object • optional.
{"name": "navigate", "arguments": {"action": "push", "route": "/profile", "arguments": {"userId": "42"}}}Returns: {"action": "push", "route": "/profile"}. A generated unnamed route returns success: true, verified: false, and via: "stack_changed_unnamed_route" because the stack changed but its requested name cannot be checked. pop reads success off the stack and reports handled from maybePop: a page under PopScope(canPop: false) comes back handled: true, success: false, nothing_popped. Failures: navigator_not_configured, route_not_found
Dismiss the topmost popup/dialog route. Only action: "dismiss" supported. Requires navigatorKey = key on MCPToolkitBinding.instance in the app. action • string • required (must be "dismiss"). connection • object • optional.
{"name": "handle_dialog", "arguments": {"action": "dismiss"}}Returns: {"success": true, "handled": true, "routeType": "DialogRoute<void>"}. success is read off the route stack; handled is what maybePop answered, so a dialog under PopScope(canPop: false) comes back handled: true, success: false, dialog_declined_pop. Failures: navigator_not_registered, no_popup_route, dialog_declined_pop
Hot reload the app. Preserves state. force • boolean • optional • default false (reload even without source changes). connection • object • optional.
{"name": "hot_reload_flutter", "arguments": {}}Returns: "Hot reload completed" + report JSON — Failures: vm_not_connected, compilation_error
Full restart. App state not preserved. No required params. connection • object • optional.
{"name": "hot_restart_flutter", "arguments": {}}Returns: {"report": {"type": "Success", "success": true}} — Failures: vm_not_connected
Hot reload then capture screenshot + semantics + errors in one call. compress • boolean • default true. includeSemantics • boolean • default true. includeErrors • boolean • default true. errorsCount • integer • default 4. connection • object • optional.
{"name": "hot_reload_and_capture", "arguments": {"includeErrors": true}}Returns: screenshot (base64) + semantic snapshot + errors — Failures: vm_not_connected, compilation_error
wait_for before tap_widget after navigationAfter navigate(action: "push") the new route's widgets are not in the tree yet. Use wait_for with a text predicate to confirm the destination has rendered, then snapshot and act.
navigate(action: "push", route: "/checkout")
wait_for(predicate: {kind: "text", text: "Order Summary"}, timeoutMs: 5000)
semantic_snapshot() → tap target widgetsfill_form over multiple enter_text callsEach enter_text is a separate VM round-trip. fill_form sends all field/text pairs in one call; snapshotId is checked once (on the first field). For any form with 2+ fields, always prefer fill_form.
# Avoid: 2 round-trips
enter_text(ref: "s_1", text: "Alice")
enter_text(ref: "s_2", text: "secret")
# Prefer: 1 round-trip
fill_form(fields: [{ref: "s_1", text: "Alice"}, {ref: "s_2", text: "secret"}])hot_reload_*, wait for the new tree before continuingHot reload completes asynchronously. Use wait_for(predicate: {kind:"stable", stableWindowMs:300}) to confirm the tree has settled before calling semantic_snapshot. Or use hot_reload_and_capture which returns a post-reload snapshot directly.
hot_reload_flutter()
wait_for(predicate: {kind: "stable", stableWindowMs: 300})
semantic_snapshot() → interact with reloaded widgets
# Or in one call (preferred):
hot_reload_and_capture() → screenshot + semantics + errors already post-reload© 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-control of Arenukvern/mcp_flutter.
Open the folder on GitHubat commit 62f3ee1
Flutter MCP Toolkit Control 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 Control this skillArenukvern/mcp_flutter | 387 | — | ~3.9k | Automated safety check: Pass | MIT | |
| MCP Debuggerdebugmcp/mcp-debugger | 173 | — | ~4.1k | Automated safety check: Pass | MIT | |
| Retrieving Developer Knowledgegoogle/skills | 21k | — | ~2k | Automated safety check: Pass | Apache-2.0 | |
| MCP Dart Clientleehack/mcp_dart | 116 | — | ~1.8k | Automated safety check: Pass | MIT | |
| Appllama UsageAppllama/appllama-skills | 2.5k | 1 repos | ~1.6k | Automated safety check: Pass | MIT | |
| Marionette Flutter Drive Appleancodepl/marionette_mcp | 482 | — | ~11k | Automated safety check: Pass | Apache-2.0 |
debugmcp/mcp-debugger
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google/skills
Searches, retrieves, and synthesizes official Google developer documentation across Google Cloud, AI/Gemini, Android, Chrome, Web, Flutter, Go, Firebase, and other Google developer platforms.
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Appllama/appllama-skills
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leancodepl/marionette_mcp
Set up and drive a running Flutter app (debug or profile) with Marionette — an AI agent's hands and eyes for the app.
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。
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
Drive a running Flutter app — tap, scroll, type, fill forms, hot-reload, navigate. Flutter MCP Toolkit Control is an agent skill from Arenukvern/mcp_flutter. Drive a running Flutter app — tap, scroll, type, fill forms, hot-reload, navigate.
Flutter MCP Toolkit Control fits situations like: you need to interact with the UI; tasks that involve Cross-platform mobile apps; tasks that involve Forms and invoices.
Run `npx skills add Arenukvern/mcp_flutter --skill flutter-mcp-toolkit-control -a claude-code`. Or copy the skill folder (plugin/skills/flutter-mcp-toolkit-control in Arenukvern/mcp_flutter) into .claude/skills/flutter-mcp-toolkit-control in your project. Claude Code loads it when a task matches its description.
Run `npx skills add Arenukvern/mcp_flutter --skill flutter-mcp-toolkit-control -a codex`. Or copy the skill folder (plugin/skills/flutter-mcp-toolkit-control in Arenukvern/mcp_flutter) into .agents/skills/flutter-mcp-toolkit-control 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-control -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-control, .gemini/skills/flutter-mcp-toolkit-control, .github/skills/flutter-mcp-toolkit-control and .opencode/skills/flutter-mcp-toolkit-control in your project.
SKILL.md names no scripts, command-line tools or credentials: Flutter MCP Toolkit Control is instructions for the agent only.
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 Control is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 3.9k tokens (SKILL.md is roughly 16k 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 Control: MCP Debugger (debugmcp/mcp-debugger, 173 stars), Retrieving Developer Knowledge (google/skills, 21k stars), MCP Dart Client (leehack/mcp_dart, 116 stars) and Appllama Usage (Appllama/appllama-skills, 2.5k 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 387 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.