flutter-mcp-toolkit-inspect

flutter-mcp-toolkit-inspect is a skill for Claude Code, Codex from Arenukvern/mcp_flutter. It costs 41 tokens per session (2,524 once invoked), scanned A, original, MIT.

A read-only inspection tool for a running Flutter app, including its visible widgets, errors, screenshots, debug targets, and runtime information.

In plain words
What is it for?
Use it to capture the current interface, inspect widget details, read recent errors, take screenshots, and check the connected Flutter runtime.
Why use it?
It helps you understand what the app currently shows and find useful details without changing the app.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Part of the flutter-mcp-toolkit plugin — 14 skills, 1 agent shipped together

Good fit Use it to capture the current interface, inspect widget details, read recent errors, take screenshots, and check the connected Flutter runtime.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/arenukvern/mcp_flutter/flutter-mcp-toolkit-inspect
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add Arenukvern/mcp_flutter --skill flutter-mcp-toolkit-inspect
Clone the repo
git clone --depth 1 https://github.com/Arenukvern/mcp_flutter

Made for: Claude Code, Codex.

Or install flutter-mcp-toolkit, the plugin that ships this one along with the rest of its 14 skills, 1 agent.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for flutter-mcp-toolkit-inspect

README.md
[![agentmods](https://agentmods.dev/badge/skills/arenukvern/mcp_flutter/flutter-mcp-toolkit-inspect/github.svg)](https://agentmods.dev/skills/arenukvern/mcp_flutter/flutter-mcp-toolkit-inspect)
Your own site
<a href="https://agentmods.dev/skills/arenukvern/mcp_flutter/flutter-mcp-toolkit-inspect"><img src="https://agentmods.dev/badge/skills/arenukvern/mcp_flutter/flutter-mcp-toolkit-inspect/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for flutter-mcp-toolkit-inspect

Your own site · 80×15
<a href="https://agentmods.dev/skills/arenukvern/mcp_flutter/flutter-mcp-toolkit-inspect"><img src="https://agentmods.dev/badge/skills/arenukvern/mcp_flutter/flutter-mcp-toolkit-inspect.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 41 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,524 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00041 $0.02524
Opus 5 $0.00020 $0.01262
Sonnet 5 $0.00008 $0.00505
Haiku 4.5 $0.00004 $0.00252

Measured today against content hash 3d34deeec987, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

flutter-mcp-toolkit-inspect scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured today.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugin/skills/flutter-mcp-toolkit-inspect/SKILL.md · 237 lines

How it starts

The opening of the file, as written. The whole thing — 237 lines — stays where its author put it; the contents beside it link to each section on GitHub.

When to use

Use this skill for read-only state inspection of a running Flutter app: what is shown on screen, recent errors, available debug targets, VM metadata, and widget tree details. Do not use for driving interaction — that is the interact skill. Start with discover_debug_apps when no connection target is established. Start with semantic_snapshot when you need to know which widgets are on screen.

Recipes

Fast inspect cycle (prefer batch)

flutter-mcp-toolkit batch --steps '[
  {"name":"semantic_snapshot"},
  {"name":"get_app_errors","args":{"count":5}},
  {"name":"get_screenshots","args":{"mode":"flutter_layer","compress":true}}
]'

Use mode: flutter_layer on get_screenshots on macOS to avoid Screen Recording permission failures. capture_ui_snapshot uses the separate screenshotMode field.

Snapshot the visible UI

  1. Call semantic_snapshot().
  2. Read interactionSurface: flutter_widgets (tap-by-ref works), hybrid (sparse semantics), game_canvas (use evaluate_dart_expression + screenshots).
  3. Each interactive node has a stable ref (s_0, s_1, …) and the response includes a snapshot_id.
  4. Pass refs to interaction tools; pass the snapshot_id value as snapshotId to detect staleness.

After a code edit

Prefer hot_reload_and_capture over separate reload + snapshot + screenshot calls.

Find an error by message

  1. Call get_app_errors(count: 10).
  2. Inspect the errors array — each entry has message, stack trace, and timestamp.
  3. Match on message text to find the source.

List debug-mode apps

  1. Call discover_debug_apps().
  2. Read the targetId (canonical WebSocket URI) for each active target.
  3. Pass the chosen URI as connection.targetId on subsequent tool calls.

Get widget at coordinates

  1. Call inspect_widget_at_point(x: 200, y: 400).
  2. The response identifies the deepest widget and render node at those global logical pixel coordinates.

Read the full file on GitHub · 237 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. today Changed · +9 lines 3d34deeec987
  2. yesterday Changed 3f2f808dbbe2
  3. 6d ago First seen · 228 lines · 41 tokens per session scan A 6c3f480f0fbb

Subscribe to this mod's changes

flutter-mcp-toolkit-inspect is a skill published in the GitHub repository Arenukvern/mcp_flutter (376 stars, last pushed yesterday), licensed MIT. It adds 41 tokens to every session and 2,524 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.