AI agent tools for mobile
Short answer: Our top pick for mobile: paseo, with the highest AgentPick Score (81/100) among tools tagged "mobile". Runners-up: mobile-mcp (80) and agent-device (78). Compare what each does, its license and how recently it was updated below.
| # | Tool | What it does | Score | Stars | License | Updated |
|---|---|---|---|---|---|---|
| #1 | paseo | Orchestrate multiple coding agents from desktop and mobile | 81/100 | ★ 21k | See repo | 14 Oct 2026 |
| #2 | mobile-mcp | Model Context Protocol Server for Mobile Automation and Scraping (iOS, Android, Emulators, Simulators and Real Devices) | 80/100 | ★ 9.3k | Apache-2.0 | 14 Oct 2026 |
| #3 | 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 |
| #4 | herdr-web-ui | Browser and phone client for herdr: chat and live terminal for every agent pane, remote PCs over SSH, web push alerts | 71/100 | ★ 969 | MIT | 14 Oct 2026 |
| #5 | ccpocket | Mobile client for Codex and Claude — control coding agents from your phone via WebSocket bridge | 70/100 | ★ 1.1k | MIT | 14 Oct 2026 |
| #6 | opencode-manager | A self-hosted command center for OpenCode. Sessions, git, terminal, and schedules in one web app, from your phone or desktop. | 69/100 | ★ 899 | MIT | 14 Oct 2026 |
| #7 | ASC | ASC is a super FAST and lightweight Android decompiler designed for Agents/Mobile Researchers. | 64/100 | ★ 2.4k | Apache-2.0 | 14 Oct 2026 |
| #8 | 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 |
| #9 | jadx-ai-mcp | Plugin for JADX to integrate MCP server | 54/100 | ★ 2.9k | Apache-2.0 | 23 Sept 2026 |
| #10 | android-remote-control-mcp | An MCP Server for Android running on the phone, optmized for token usage, supports also files downloads and cloudflare and ngrok automated tunnelling. | 49/100 | ★ 713 | MIT | 26 Aug 2026 |
| #11 | antigravity-link-extension | Mobile companion for Google's Antigravity IDE. Mirror AI sessions on your phone, send messages, stop generation, automate via 9 MCP tools or OpenAPI. | 35/100 | ★ 220 | MIT | 4 Jun 2026 |
| #12 | apktool-mcp-server | A MCP Server for APK Tool (Part of Android Reverse Engineering MCP Suites) | 33/100 | ★ 672 | Apache-2.0 | 2 Jul 2026 |
| #13 | panes | 🎉📱 Create dynamic modals, cards, panes for your applications in few steps. Any framework and free. | 26/100 | ★ 729 | MIT | 26 Feb 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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