mobile-mcp
Mobile MCP is a TypeScript-based Model Context Protocol server that enables LLMs and agents to automate interactions with iOS and Android applications across simulators, emulators, and real devices. It provides a unified, platform-agnostic interface for mobile app testing, data entry, and user journey automation.
Key facts
Objective fields from the source. Values we can't verify are shown as “Unknown” rather than guessed.
| Field | Value |
|---|---|
| Repository | mobile-next/mobile-mcp |
| Owner | mobile-next |
| Primary language | TypeScript |
| License | Apache-2.0 — OSI-approved |
| Stars | 5.4k |
| Forks | 461 |
| Open issues | 57 |
| Latest release | 0.0.59 (2026-06-09) |
| Last updated | 2026-07-02 |
| Source | https://github.com/mobile-next/mobile-mcp |
What mobile-mcp is
Built as an MCP server, it exposes tools for device management, app lifecycle control, screen capture, UI element inspection, and touch/input automation. Uses native accessibility trees (iOS WebDriverAgent, Android UI Automator) for deterministic interactions, with screenshot-based fallback for coordinate-based actions.
Get the mobile-mcp source
Clone the repository and explore it locally.
git clone https://github.com/mobile-next/mobile-mcp.gitcd mobile-mcp# follow the project's README for install & configurationNeed it deployed, integrated, or customized instead? DEV.co ships production installs.
Best use cases
Implementation considerations
- Requires Node.js runtime and npm access. Installation via `npx @mobilenext/mobile-mcp@latest` pulls the package fresh each run.
- iOS requires Xcode command-line tools and WebDriverAgent setup on simulators or real devices; Android requires ADB and USB debugging enabled.
- Coordinate-based taps work reliably but fall back to screenshot analysis when accessibility metadata is sparse; test coverage against your target apps.
- Device enumeration and state management (app launch/termination) depend on platform drivers; real device testing requires appropriate provisioning and trust settings.
- MCP server is stateless; each client connection manages its own device session. Concurrent clients targeting the same device may conflict.
When to avoid it — and what to weigh
- Native Performance Profiling Required — Tool is designed for UI automation and data extraction, not CPU/memory/battery profiling or deep native debugging. Not a replacement for Xcode Instruments or Android Profiler.
- Offline-First or Air-Gapped Deployment — Requires network connectivity to pull packages via npm and communicate with MCP clients. Not suitable for fully isolated or air-gapped environments without pre-staging.
- Complex Game or Graphics-Heavy App Testing — Relies on accessibility trees and screenshot analysis; games or heavy 3D/graphics rendering may have minimal accessibility metadata, reducing tool effectiveness.
- Closed-Source App Security Testing Without Consent — Tool automates interaction with any installed app. Unauthorized testing of third-party apps raises ethical and legal concerns; appropriate for first-party or consented third-party testing only.
License & commercial use
Apache License 2.0 (Apache-2.0). Permissive OSI-approved license allowing commercial use, modification, and distribution with proper attribution and liability disclaimer. No copyleft or viral obligations.
Apache-2.0 permits commercial use, including in proprietary products and services. No license fees, royalties, or special agreements required. Maintain a copy of the license and notice in derivative works. Suitable for commercial deployment without additional legal review, though consulting your legal team is prudent for large-scale distribution or white-labeling scenarios.
DEV.co evaluation signals
Editorial assessment — not user reviews. Directional, with an explicit confidence level.
| Signal | Assessment |
|---|---|
| Maintenance | Active |
| Documentation | Adequate |
| License clarity | Clear |
| Deployment complexity | Moderate |
| DEV.co fit | Strong |
| Assessment confidence | High |
Tool automates UI interaction on any installed app, so misuse could target unauthorized applications or extract sensitive data from screens. No encryption or authentication built into the tool; security depends on MCP client trust and network isolation. Real device testing requires USB/ADB trust configuration. Accessibility tree and screenshots may expose PII if not filtered by the LLM or client. No vulnerability disclosure policy or security audit data provided; assess risk based on your threat model and app scope.
Alternatives to consider
Appium
Mature, open-source mobile automation framework with extensive documentation. Supports iOS and Android but requires separate test code per platform; less LLM-native than MCP pattern.
Detox (React Native)
High-speed mobile automation for React Native and native apps. Simpler syntax and fast execution but not LLM-integrated and primarily iOS/Android JavaScript apps.
XCTest (iOS) + Espresso (Android)
Build on mobile-mcp with DEV.co software developers
Integrate Mobile MCP with your favorite AI agent or LLM client to unlock cross-platform mobile automation in minutes. Install via npm, no infrastructure required.
Talk to DEV.coRelated open-source tools
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mobile-mcp FAQ
Can I use Mobile MCP with real iOS/Android devices?
Does Mobile MCP require a computer vision model?
How is Mobile MCP different from Appium?
Is there a cloud version or managed service?
Custom software development services
Adopting mobile-mcp is usually one piece of a larger software development effort. As a software development agency, DEV.co provides software development services and web development expertise — pairing senior software developers and web developers with your team to design, build, and operate mcp servers software in production.
Automate Mobile Apps with LLM Intelligence
Integrate Mobile MCP with your favorite AI agent or LLM client to unlock cross-platform mobile automation in minutes. Install via npm, no infrastructure required.