Flutter MCP Toolkit MCP server
Inspect and drive Flutter debug apps/games: semantic snapshots, search, and custom client tools
375 stars
Reviews
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If you have run it, two minutes of your experience saves the next person an afternoon.
Flutter MCP Toolkit tools
No tool declarations could be read from the package source. They show once the server is installed.
Public scan report
scanner v0.1.9 · 2026-09-21 · same rubric, same numbers if you re-run it
- –Code scanpackage could not be scannedn/a
- –Live reliabilityno gateway calls yet and no remote to proben/a
- –Tool poisoningtools not inspected (local package is not executed); not countedn/a
- Auth qualitylocal package, no credentials required12/15
- Maintenancelast push 7 days ago15/15
- Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
What the publisher says
From the Flutter MCP Toolkit repository's README, as published. We do not edit it. Read it on GitHub
flutter-mcp-toolkit
Inspect and drive a running Flutter app from your AI assistant.
- 📖 Docs: docs.page/arenukvern/mcp_flutter
- 🤝 Contribute: guide · contributors · code of conduct · security
flutter-mcp-toolkit is a Dart MCP server + Flutter package for AI agents (Codex, Zed, Cursor, Intent, Claude Code, Cline, and more). Agents can inspect a running Flutter app, take semantic snapshots, tap widgets, type into forms, hot-reload, and read logs. Apps can also register their own MCP tools and resources at runtime via MCP Toolkit — all without leaving the conversation. The result is a closed feedback loop between agent and app; see OpenAI Agentic Harness for an example of this pattern.
The picture's story: the toolkit gives an AI assistant a shared window and control loop into a running Flutter app, so it can inspect state, act like a user, hot reload, read proof, and use custom tools from your app instead of guessing.
![NOTICE]: Version 4 is now stable. Earlier 4.0.0-dev.* builds were prerelease testing builds of the new architecture.
Get started in 4 steps
Shortened. The full README is on GitHub.
Nothing above is checked by us. What we check is on the safety report.
Install directly
claude mcp add flutter-mcp-toolkit -- docker run -i --rm ghcr.io/arenukvern/flutter-mcp-toolkit:5.1.0
Flutter MCP Toolkit: common questions
- Is Flutter MCP Toolkit MCP server safe?
- Yes, by our scan: it is graded A (88/100). Read the Flutter MCP Toolkit safety report
- How do I install Flutter MCP Toolkit?
- It runs on your machine. Copy the Claude Code, Claude Desktop or Cursor config from the install section.
- Does Flutter MCP Toolkit need an API key?
- Not as far as the registry entry and our scan can tell: no credentials are declared or required.
- Is Flutter MCP Toolkit maintained?
- The last commit was 7 days ago (2026-09-14). The latest release is v5.1.0.
- What can I use instead of Flutter MCP Toolkit?
- Servers from other publishers that do the same job: Renforge MCP server, Hunch MCP server and SimMirror MCP server. Compare all Flutter MCP Toolkit alternatives.
Alternatives to Flutter MCP Toolkit
Same job from other publishers: the closest match first, then the best rated.
- RenforgeInspect, drive and debug a running Ren'Py game: state, screenshots, guarded clicks, saves, builds.not reviewedGrowingA
- HunchFocus-free macOS control for AI agents: drive your real Mac apps in the background, no stolen focus.not reviewedGrowingA
- SimMirrorMirror and drive the iOS Simulator: token-efficient UI snapshots, gestures and a live viewer.not reviewedGrowingA
- Obsidian Hybrid SearchSearch Obsidian vaults with hybrid full-text, fuzzy, semantic, and graph retrieval.not reviewedEstablishedB
- gflow-cliDrive Google Flow from an agent: Veo video and Imagen image generationnot reviewedGrowingA
