AI agent tools for flutter
Short answer: Our top pick for flutter: agent-device, with the highest AgentPick Score (78/100) among tools tagged "flutter". Runners-up: openpencil (72) and sceneview (72). Compare what each does, its license and how recently it was updated below.
| # | Tool | What it does | Score | Stars | License | Updated |
|---|---|---|---|---|---|---|
| #1 | agent-device | Mobile app automation and verification for AI coding agents. CLI, MCP server, and typed Node.js API for iOS, Android, HarmonyOS, TV, web, macOS, and L… | 78/100 | ★ 5k | MIT | 14 Oct 2026 |
| #2 | openpencil | The world's first open-source AI-native vector design tool and the first to feature concurrent Agent Teams. Design-as-Code. Turn prompts into UI direc… | 72/100 | ★ 6.2k | MIT | 14 Oct 2026 |
| #3 | sceneview | 3D & AR SDK for Android (Jetpack Compose + Filament), Apple (SwiftUI + RealityKit), Web, Flutter and React Native. Opens glTF/GLB, 3MF, STL, OBJ and P… | 72/100 | ★ 1.3k | Apache-2.0 | 14 Oct 2026 |
| #4 | Sage | An extensible framework for custom, self-evolving AI agents, with configurable agent packages, tools, skills, and multi-round recursive self-improveme… | 71/100 | ★ 1.2k | MIT | 14 Oct 2026 |
| #5 | conduit | Native iOS and Android client for Open WebUI, direct OpenAI-compatible, Ollama, and Hermes agents. | 70/100 | ★ 2.3k | GPL-3.0 | 13 Oct 2026 |
| #6 | ccpocket | Mobile client for Codex and Claude — control coding agents from your phone via WebSocket bridge | 70/100 | ★ 1.1k | MIT | 14 Oct 2026 |
| #7 | tapflow | Self-hosted iOS & Android simulator streaming for the whole team | 69/100 | ★ 910 | MIT | 14 Oct 2026 |
| #8 | BeeCount | Local-first bookkeeping for iOS/Android/Web · Self-hosted cloud + iCloud/WebDAV/S3 sync · AI capture · MCP | 本地优先的跨端记账 · 自建云 + iCloud/WebDAV/S3 同步 · A… | 68/100 | ★ 2.6k | See repo | 12 Oct 2026 |
| #9 | lotti | A private logbook with a staff of personal AI assistants. Agents read what you record and propose what to do next — you approve the changes. End-to-en… | 68/100 | ★ 1.2k | GPL-3.0 | 14 Oct 2026 |
| #10 | wslmanager | GUI for the Windows Subsystem for Linux — and native Linux/macOS VMs on Mac. Install, back up, move and configure distros without CLI flags; AI assist… | 65/100 | ★ 4k | See repo | 1 Oct 2026 |
| #11 | mcp_flutter | MCP Toolkit for Flutter AI Agent Driven Development (MCP/CLI + custom client side tools) - via closed feedback loop (visual & semantic snapshot) and h… | 63/100 | ★ 389 | MIT | 11 Oct 2026 |
| #12 | vicoa | Vicoa is the agentic IDE for running a team of coding agents from desktop, mobile, VPS. Open-source, self-hostable. | 62/100 | ★ 517 | AGPL-3.0 | 10 Oct 2026 |
| #13 | flutter-skill | AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero config. Works with Claude, Cursor, Windsurf, Copilot. Test Flutter, React Native, iOS, An… | 42/100 | ★ 388 | MIT | 1 Sept 2026 |
| #14 | apple-design-skill | Cross-platform UI/UX design reviewer based on Apple HIG. Works with Flutter, Tauri, Electron, React Native. Compatible with Claude Code, Cursor, Codex… | 31/100 | ★ 1.4k | See repo | 2 Oct 2026 |
Source: each project's public GitHub repository (description, stars, license, last push). Listed tools aren't tested or ranked by AgentPick.
How to choose
- Grant the narrowest permissions the server allows.
- Check whether it runs locally or calls a remote service.
- Prefer servers listed in the official MCP registry.
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