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.
npx skills add Arenukvern/mcp_flutter --skill flutter-mcp-toolkit-inspectgit clone --depth 1 https://github.com/Arenukvern/mcp_flutterWrote 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.
[](https://agentmods.dev/skills/arenukvern/mcp_flutter/flutter-mcp-toolkit-inspect)<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.
<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>- NVIDIA SkillSpector pass
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.
| Model | Per session | Once 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 |
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.
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
- Call
semantic_snapshot(). - Read
interactionSurface:flutter_widgets(tap-by-ref works),hybrid(sparse semantics),game_canvas(useevaluate_dart_expression+ screenshots). - Each interactive node has a stable
ref(s_0,s_1, …) and the response includes asnapshot_id. - Pass refs to interaction tools; pass the
snapshot_idvalue assnapshotIdto detect staleness.
After a code edit
Prefer hot_reload_and_capture over separate reload + snapshot + screenshot calls.
Find an error by message
- Call
get_app_errors(count: 10). - Inspect the
errorsarray — each entry has message, stack trace, and timestamp. - Match on message text to find the source.
List debug-mode apps
- Call
discover_debug_apps(). - Read the
targetId(canonical WebSocket URI) for each active target. - Pass the chosen URI as
connection.targetIdon subsequent tool calls.
Get widget at coordinates
- Call
inspect_widget_at_point(x: 200, y: 400). - The response identifies the deepest widget and render node at those global logical pixel coordinates.
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.
- today Changed · +9 lines 3d34deeec987
- yesterday Changed 3f2f808dbbe2
- 6d ago First seen · 228 lines · 41 tokens per session scan A 6c3f480f0fbb
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.
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