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…
A skill your agent uses when the agent exposes app-specific surfaces by registering custom MCP tools and resources inside the Flutter app (mcptoolkit dynamic registry — AgentCallEntry, addEntries).
$ npx skills add Arenukvern/mcp_flutter --skill flutter-mcp-toolkit-custom-tools -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Arenukvern/mcp_flutter flutter-mcp-toolkit-custom-tools --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-custom-tools .claude/skills/flutter-mcp-toolkit-custom-tools && 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-custom-tools" agent skill from https://github.com/Arenukvern/mcp_flutter/tree/main/plugin/skills/flutter-mcp-toolkit-custom-tools into .claude/skills/flutter-mcp-toolkit-custom-tools/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flutter-mcp-toolkit-custom-tools", 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-custom-toolsType 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-custom-tools -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Arenukvern/mcp_flutter flutter-mcp-toolkit-custom-tools --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-custom-tools .agents/skills/flutter-mcp-toolkit-custom-tools && 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-custom-tools" agent skill from https://github.com/Arenukvern/mcp_flutter/tree/main/plugin/skills/flutter-mcp-toolkit-custom-tools into .agents/skills/flutter-mcp-toolkit-custom-tools/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flutter-mcp-toolkit-custom-tools", 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-custom-tools -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Arenukvern/mcp_flutter flutter-mcp-toolkit-custom-tools --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-custom-tools .cursor/skills/flutter-mcp-toolkit-custom-tools && 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-custom-tools" agent skill from https://github.com/Arenukvern/mcp_flutter/tree/main/plugin/skills/flutter-mcp-toolkit-custom-tools into .cursor/skills/flutter-mcp-toolkit-custom-tools/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flutter-mcp-toolkit-custom-tools", 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-custom-tools--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-custom-tools -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Arenukvern/mcp_flutter flutter-mcp-toolkit-custom-tools --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-custom-tools .gemini/skills/flutter-mcp-toolkit-custom-tools && 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-custom-tools" agent skill from https://github.com/Arenukvern/mcp_flutter/tree/main/plugin/skills/flutter-mcp-toolkit-custom-tools into .gemini/skills/flutter-mcp-toolkit-custom-tools/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flutter-mcp-toolkit-custom-tools", 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-custom-toolsInstalls 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-custom-tools -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-custom-tools .github/skills/flutter-mcp-toolkit-custom-tools && 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-custom-tools" agent skill from https://github.com/Arenukvern/mcp_flutter/tree/main/plugin/skills/flutter-mcp-toolkit-custom-tools into .github/skills/flutter-mcp-toolkit-custom-tools/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flutter-mcp-toolkit-custom-tools", 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-custom-tools -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-custom-tools --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-custom-tools .opencode/skills/flutter-mcp-toolkit-custom-tools && 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-custom-tools" agent skill from https://github.com/Arenukvern/mcp_flutter/tree/main/plugin/skills/flutter-mcp-toolkit-custom-tools into .opencode/skills/flutter-mcp-toolkit-custom-tools/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flutter-mcp-toolkit-custom-tools", 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-custom-toolsA skill your agent uses when the agent exposes app-specific surfaces by registering custom MCP tools and resources inside the Flutter app (mcptoolkit dynamic registry — AgentCallEntry, addEntries).
Flutter MCP Toolkit Custom Tools is an agent skill from Arenukvern/mcp_flutter. Use this skill when the agent exposes app-specific surfaces by registering custom MCP tools and resources inside the Flutter app (mcptoolkit dynamic registry — AgentCallEntry, addEntries). Covers tool vs resource vs evaluate-expression, Map-based handlers, schema strictness, discovery via fmtlistclienttoolsandresources, fmtclienttool, fmtclientresource, and lifecycle pitfalls.
Its SKILL.md is about 1.9k 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 MCP servers and Cross-platform mobile apps. It works with Model Context Protocol and Flutter. 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.
3 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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are dart).
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 Custom Tools loads about 1.9k tokens when it runs. Until then it costs about 106 tokens; SKILL.md has 545 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). 545 words, ~1,873 tokens.
.claude/skills/flutter-mcp-toolkit-custom-tools/SKILL.md (or your agent's skills folder).<!-- @FMT_MODE_PRELUDE -->
Use this when bundled MCP tools (screenshot, semantic snapshot, tap, …) are not enough and you need app-specific read surfaces or actions — e.g. cart totals, feature flags, curated debug snapshots of internal state. Entries are registered in the Flutter process and exposed to the agent through the dynamic registry.
Migration: The legacy call-entry type was removed in intentcall Phase 6b. Use
AgentCallEntryormcpToolkitTool/mcpToolkitResource. Seeflutter-mcp-toolkit-intentcall-migration.
Boundary: Change app discovery, Flutter VM-service extensions, or app-owned debug surfaces here. Change canonical registry/session semantics, schema policy, platform projection, or publish behavior in the upstream IntentCall repository.
| Need | Use |
|---|---|
| One-off read of a simple value | fmt_evaluate_dart_expression (no app code change). |
| Stable read-only payload (diagnostics, JSON snapshot, “current route”) | AgentCallEntry.resource + fmt_client_resource. Prefer resources when the contract is “GET-like” and idempotent. |
| Parameterized or mutating action, or reusable named operation | AgentCallEntry.tool + fmt_client_tool. |
AgentCallEntry (preferred for new code)Handlers receive AgentArguments (Map<String, Object?>) and return AgentResult:
import 'package:mcp_toolkit/mcp_toolkit.dart';
final tool = AgentCallEntry.tool(
namespace: 'app',
name: 'cart_get_snapshot',
description: 'Return current cart total and items for a user.',
inputSchema: const {
'type': 'object',
'additionalProperties': false,
'properties': {
'userId': {'type': 'string'},
},
'required': ['userId'],
},
handler: (final args) async {
final userId = args['userId']?.toString() ?? '';
final cart = CartRepository.instance.forUser(userId);
return AgentResult.success(
message: 'ok',
data: {
'total': cart.total,
'items': cart.items.map((final i) => i.toJson()).toList(),
},
);
},
);
await MCPToolkitBinding.instance.addEntries(entries: {tool});MCPToolDefinition + MCPCallResult (bridge)Built-in toolkits still use mcpToolkitTool / mcpToolkitResource to adapt
Map<String, String> service-extension handlers:
final tool = mcpToolkitTool(
namespace: 'app',
handler: (final request) async {
final userId = request['userId'] ?? '';
return MCPCallResult(
message: 'ok',
parameters: {'userId': userId},
);
},
definition: MCPToolDefinition(
name: 'cart_get_snapshot',
description: 'Return current cart total and items for a user.',
inputSchema: ObjectSchema(
properties: {
'userId': StringSchema(),
},
required: ['userId'],
),
),
);int.tryParse, jsonDecode, etc.request.arguments on the app side.Prefer MCPToolkitBinding.instance.addEntries(entries: { ... }) before bootstrapFlutter(runApp: ...) so tools/resources register in one place with zone/error setup.
Register once at bootstrap — not inside build, not per-widget initState.
final resource = AgentCallEntry.resource(
namespace: 'app',
name: 'app_cart_digest',
description: 'Compact cart summary for agents (read-only).',
mimeType: 'application/json',
handler: (final args) async => AgentResult.success(
message: 'Cart digest',
data: {
'itemCount': CartRepository.instance.visibleCount,
'currency': CartRepository.instance.currencyCode,
},
),
);Or via bridge:
mcpToolkitResource(
namespace: 'app',
definition: MCPResourceDefinition(
name: 'app_cart_digest',
description: 'Compact cart summary for agents (read-only).',
mimeType: 'application/json',
),
handler: (final request) async => MCPCallResult(
message: 'Cart digest',
parameters: {'itemCount': 3},
),
),name must be snake_case. Published resource URIs follow visual://localhost/... conventions; agents use fmt_client_resource and listings from fmt_list_client_tools_and_resources.The MCP server enforces strict JSON Schema:
additionalProperties: false unless you intentionally accept arbitrary keys.required for anything the handler reads unconditionally.AgentResult.data / MCPCallResult.parameters must be JSON-serializable.fmt_list_client_tools_and_resources — enumerate app-registered tools and resources.fmt_client_tool — invoke a dynamic tool by name with JSON args.fmt_client_resource — fetch a registered resource URI from the listing.If something should appear but does not: confirm addEntries completed (await), then hot restart.
addEntries from widget code → duplicate registrations. Register once in main() / bootstrap.cart_, flags_, nav_). If a built-in entry already uses a name, the custom entry is skipped without warning; the built-in handles the call and the custom handler does not run.MCPToolkitBinding.instance.setAppIdentity(label: 'Fleet app · staging'), called again whenever the name changes (sign-in, workspace switch). Discovery reads that label, and a tool of your own called app_identity is one of the collisions above.mcp_toolkit is in pubspec.yaml.lib/mcp_tools/<domain>_surfaces.dart returning Set<AgentCallEntry> or calling addEntries once.addEntries(...) before bootstrapFlutter(...) — never from StatefulWidget lifecycle.fmt_list_client_tools_and_resources before first client invoke.AgentArguments with Map<String, String> — pick one API (native vs mcpToolkitTool).await on addEntries → race before discovery.inputSchema out of sync with the handler → agents trust the schema; update both.flutter-mcp-toolkit-intentcall-migration — CLI migrator, breaking upgradeflutter-mcp-toolkit-guide → inspect / control / debug skillsARCHITECTURE.md → “Dynamic Registry Architecture”© 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-custom-tools of Arenukvern/mcp_flutter.
Open the folder on GitHubat commit 62f3ee1
Flutter MCP Toolkit Custom Tools 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 Custom Tools this skillArenukvern/mcp_flutter | 387 | — | ~1.9k | 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
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…
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.
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…
Appllama/appllama-skills
Use the Appllama MCP (mcp.appllama.io) well — research real top-grossing mobile apps, their screens, flows, and UI elements, then build from what you learn.
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
A skill your agent uses when the agent exposes app-specific surfaces by registering custom MCP tools and resources inside the Flutter app (mcptoolkit dynamic registry — AgentCallEntry, addEntries). Flutter MCP Toolkit Custom Tools is an agent skill from Arenukvern/mcp_flutter. Use this skill when the agent exposes app-specific surfaces by registering custom MCP tools and resources inside the Flutter app (mcptoolkit dynamic registry — AgentCallEntry, addEntries).
Flutter MCP Toolkit Custom Tools fits situations like: tasks that involve MCP servers; tasks that involve Cross-platform mobile apps.
Run `npx skills add Arenukvern/mcp_flutter --skill flutter-mcp-toolkit-custom-tools -a claude-code`. Or copy the skill folder (plugin/skills/flutter-mcp-toolkit-custom-tools in Arenukvern/mcp_flutter) into .claude/skills/flutter-mcp-toolkit-custom-tools in your project. Claude Code loads it when a task matches its description.
Run `npx skills add Arenukvern/mcp_flutter --skill flutter-mcp-toolkit-custom-tools -a codex`. Or copy the skill folder (plugin/skills/flutter-mcp-toolkit-custom-tools in Arenukvern/mcp_flutter) into .agents/skills/flutter-mcp-toolkit-custom-tools 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-custom-tools -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-custom-tools, .gemini/skills/flutter-mcp-toolkit-custom-tools, .github/skills/flutter-mcp-toolkit-custom-tools and .opencode/skills/flutter-mcp-toolkit-custom-tools in your project.
SKILL.md names no scripts, command-line tools or credentials: Flutter MCP Toolkit Custom Tools 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 Custom Tools is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.9k tokens (SKILL.md is roughly 7.5k 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 Custom Tools: 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.