mcp_flutter MCP Server
Arenukvern/mcp_flutter
[](https://agentrank-ai.com/tool/Arenukvern--mcp_flutter/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge) 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 customization adaptable for any Flutter app. Nowadays it is often called as agentic harness.
claude mcp add agentrank -- npx -y agentrank-mcp-server Overview
Arenukvern/mcp_flutter is a Dart tool licensed under MIT. 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 customization adaptable for any Flutter app. Nowadays it is often called as agentic harness. Topics: dart, flutter, mcp, mcp-server, ai, dynamic-tools, mcp-client, mcp-toolkit, mcp-tools, harness-engineering, harness-framework, cli-tools, harness.
Ranked #233 out of 81417 indexed tools.
In the top 1% of all indexed tools.
Has 16 contributors.
Actively maintained with commits in the last week.
Ecosystem
Score Breakdown
385 stars → growing community
Last commit 2d ago → actively maintained
34/41 issues closed → responsive maintainer
16 contributors → active community
No dependents → no downstream usage
Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →
Matched Queries
From the README
<div align="center"> # flutter-mcp-toolkit _Inspect and drive a running Flutter app from your AI assistant._ <a title="Discord" href="https://discord.com/invite/y54DpJwmAn" ></a> </div> - 📖 **Docs:** [docs.page/arenukvern/mcp_flutter](https://docs.page/arenukvern/mcp_flutter/) - 🤝 **Contribute:** [guide](docs/contributing/contribution_guide.mdx) · [contributors](docs/contributing/contributors.mdx) · [code of conduct](CODE_OF_CONDUCT.md) · [security](SECURITY.md) `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. And one step further: the toolkit is becoming a **chain of declarative automationRead full README on GitHub →
Get the weekly AgentRank digest
Top movers, new tools, ecosystem insights — straight to your inbox.