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mcp_flutter MCP Server

Arenukvern/mcp_flutter

Score: 91.8 ↑ 40.7% Rank #233 overall #33 of 6,030 in Agent Framework Agent Framework
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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.

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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

Dart MIT
dartfluttermcpmcp-serveraidynamic-toolsmcp-clientmcp-toolkitmcp-toolsharness-engineeringharness-frameworkcli-toolsharness

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 385

385 stars → growing community

Freshness 25% 2d ago

Last commit 2d ago → actively maintained

Issue Health 25% 83%

34/41 issues closed → responsive maintainer

Contributors 10% 16

16 contributors → active community

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 46
Description Detailed
License MIT

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

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Matched Queries

topic:mcptopic:mcp-server

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 automation
Read full README on GitHub →

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