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Mobile MCP

Mobile MCP from Mobile Next is an Apache-2.0 MCP server that lets AI agents drive iOS and Android apps on simulators, emulators and real devices through accessibility snapshots or screenshots.

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Introduction

Mobile MCP is an MCP server for mobile development and automation from Mobile Next. The repository mobile-next/mobile-mcp is Apache-2.0 licensed. It enables scalable mobile automation through a platform-agnostic interface, so agents do not need separate iOS or Android knowledge.

Agents and LLMs interact with native apps and devices through structured accessibility snapshots or coordinate-based taps based on screenshots. It runs on emulators, simulators and real devices, locally or against real devices in Mobile Next Cloud.

Features

  1. Platform-agnostic tools: One interface for iOS and Android.
  2. Accessibility snapshots: Structured views of the screen for reliable actions.
  3. Screenshot taps: Coordinate-based fallback when accessibility data is missing.
  4. Devices: Simulators, emulators and real devices.
  5. Quick install: npx @mobilenext/mobile-mcp@latest install detects MCP clients and configures them.
  6. Cloud option: Real devices in Mobile Next Cloud with the same tools.

Pros

  1. Free and open: Apache-2.0.
  2. Popular: About 10,500 GitHub stars at review.
  3. Works with many clients: Claude Code, Codex, Gemini, Copilot, Antigravity and others.
  4. Real device support: Not just simulators.
  5. Easy setup: Installer configures clients.

Cons

  1. Not a test framework: No built-in assertions or reports.
  2. Agent variability: Actions depend on the model.
  3. Local setup: Needs Xcode or Android tooling for local devices.
  4. Cloud is commercial: Mobile Next Cloud pricing is separate; see site.
  5. Screenshot mode costs: Vision steps use more tokens.

From the README:

npx @mobilenext/mobile-mcp@latest install

Add --yes to configure every detected client. Start a simulator or connect a device, then ask your agent to open the app, sign in and confirm the home screen.

Resources:

Pricing

Mobile MCP is free and open source under Apache-2.0. Mobile Next Cloud devices are a separate paid service; see site.

  1. Mobile developers using coding agents to check app changes.
  2. QA engineers exploring agent-driven mobile testing.
  3. Teams wanting one tool for iOS and Android.
  4. Not a fit as a replacement for a deterministic mobile test suite.

Conclusion

Mobile MCP is the most popular open-source MCP server for driving iOS and Android apps from AI agents.

Use it for exploration and agent self-checks, and keep critical flows in a deterministic framework.

Alternatives

Other tools on CheckOps that cover similar ground. Open a page, or compare one with Mobile MCP side by side.