mobile-automation

mobile-automation is a skill for Claude Code, Codex from mobile-next/mobile-mcp. It costs 58 tokens per session (561 once invoked), scanned A, original, Apache-2.0.

A tool for controlling Android and iOS phones, emulators, and simulators. It can interact with apps through taps, swipes, typing, screenshots, and accessibility information.

In plain words
What is it for?
Use it to launch apps, navigate mobile interfaces, inspect visible controls, enter text, take screenshots, and test actions on real or simulated devices.
Why use it?
It lets an agent check mobile-app behaviour directly on a device instead of relying only on code inspection. This helps reproduce bugs and verify that user-interface changes work.

Skill for Claude CodeCodex

Which agent this was written for is unclear — built for openclaw. Also seen: built for openclaw.

Good fit Use it to launch apps, navigate mobile interfaces, inspect visible controls, enter text, take screenshots, and test actions on real or simulated devices.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/mobile-next/mobile-mcp/mobile-automation
About the project

Mobile Next is an MCP server for controlling and automating native iOS and Android applications on simulators, emulators, and physical devices. It helps agents and developers test apps, complete scripted interactions, automate user journeys, and extract data through accessibility information and screenshots. Its catalogue add-ons connect agent workflows to the server.

mobile-next/mobile-mcp · 6,609 stars · on GitHub · mobilenext.ai

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add mobile-next/mobile-mcp --skill mobile-automation
Clone the repo
git clone --depth 1 https://github.com/mobile-next/mobile-mcp

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for mobile-automation

README.md
[![agentmods](https://agentmods.dev/badge/skills/mobile-next/mobile-mcp/mobile-automation/github.svg)](https://agentmods.dev/skills/mobile-next/mobile-mcp/mobile-automation)
Your own site
<a href="https://agentmods.dev/skills/mobile-next/mobile-mcp/mobile-automation"><img src="https://agentmods.dev/badge/skills/mobile-next/mobile-mcp/mobile-automation/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for mobile-automation

Your own site · 80×15
<a href="https://agentmods.dev/skills/mobile-next/mobile-mcp/mobile-automation"><img src="https://agentmods.dev/badge/skills/mobile-next/mobile-mcp/mobile-automation.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 58 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 561 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00058 $0.00561
Opus 5 $0.00029 $0.00280
Sonnet 5 $0.00012 $0.00112
Haiku 4.5 $0.00006 $0.00056

Measured 7d ago against content hash ed8e37bdea82, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

mobile-automation scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 7d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/mobile-automation/SKILL.md · 49 lines

What it actually says

Mobile Automation with Mobile MCP

Tools for driving real phones, emulators and simulators. All tools are prefixed mobile_.

Workflow

  1. Pick a device. Call mobile_list_available_devices and use one of the returned devices for every subsequent call. If no device is available, ask the user to connect one (Android: adb devices must show it; iOS: simulator booted or device paired).
  2. See the screen. Prefer mobile_list_elements_on_screen — it returns the accessibility tree with element labels and coordinates. It is faster, cheaper, and more reliable than screenshots. Fall back to mobile_take_screenshot only when elements are missing or you need visual confirmation (games, canvas-drawn UI, image content).
  3. Act. mobile_click_on_screen_at_coordinates, mobile_swipe_on_screen, mobile_type_keys, mobile_press_button (HOME, BACK, VOLUME, ENTER), mobile_launch_app / mobile_terminate_app / mobile_list_apps, mobile_open_url.
  4. Verify after every action. Re-list elements (or re-screenshot) to confirm the UI changed as expected before the next step. Mobile UIs animate; if the expected element is not there yet, wait briefly and check again rather than tapping blind.

Tips

  • Click the center of an element's bounds, not its top-left corner.
  • To type, first tap the input field, confirm it is focused, then mobile_type_keys.
  • Use mobile_save_screenshot when the user wants the image as a file; mobile_start_screen_recording / mobile_stop_screen_recording for videos.
  • App crashed? mobile_list_crashes and mobile_get_crash fetch crash logs.
  • Screen size from mobile_get_screen_size; coordinates are in that space.
  • Real devices in the cloud (no local hardware): mobile_login_to_cloud_provider, then mobile_list_remote_devices / mobile_allocate_remote_device, and release with mobile_release_remote_device when done. See https://mobilenext.ai/docs for details.
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 7d ago First seen · 49 lines · 58 tokens per session scan A ed8e37bdea82

Subscribe to this mod's changes

mobile-automation is a skill published in the GitHub repository mobile-next/mobile-mcp (6,609 stars, last pushed today), licensed Apache-2.0. It adds 58 tokens to every session and 561 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-02.

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