MCP servers · by job

Mobile development MCP servers

51 MCP servers that build, run and debug iOS and Android apps. 15 are SAFE, 12 CAUTION and 24 BLOCK. Ranked by trust score; each card opens the full audit.

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ModelsAtlas. “Mobile development MCP servers”. Retrieved 28 Oct 2026. https://modelsatlas.com/mcp/topic/mobile

Verdicts · 51 servers

✓SAFE15!CAUTION12✕BLOCK24

Transports

A server can list more than one transport.

Tool risk

10

servers expose at least one destructive tool: delete, overwrite or run. The median server with a readable tool list exposes 9 tools.

Servers with no destructive tools →

51 mobile development servers

1–24 of 51 · ranked by trust score, then stars

Mobile Next

mobile-next/mobile-mcp

!CAUTION B

Model Context Protocol Server for Mobile Automation and Scraping (iOS, Android, Emulators, Simulators and Real Devices)

★ 6,7791 readstdio

Apktool

zinja-coder/apktool-mcp-server

!CAUTION B

A MCP Server for APK Tool (Part of Android Reverse Engineering MCP Suites)

★ 6592 writestreamable-http

Apple Doc

mightydillah/apple-doc-mcp

✓SAFE B

MCP server providing seamless access to Apple Developer Documentation with smart search and wildcard support

★ 6336 readstdio

DroidMind

hyperb1iss/droidmind

✓SAFE B

Control your Android devices with AI using Model Context Protocol

★ 4358 readsse

Figma Flutter

mhmzdev/figma-flutter-mcp

✓SAFE B

An MCP server that provides the coding agents Figma's design token to write Flutter code.

★ 24413 readstdio

Native Devtools

sh3ll3x3c/native-devtools-mcp

!CAUTION B

MCP server for computer use & browser automation - screenshot, OCR, click, type, find_text, Chrome/Electron CDP, template matching. macOS, Windows & Android. Works with Claude, Cursor, and any MCP client.

★ 133Not listed in sourcestdio

Android Source Explorer

mrmike/android-source-explorer-mcp

✓SAFE B

MCP server for exploring AOSP internals and Jetpack libraries

★ 10111 read

Android Agent

nim444/mcp-android-server-python

✓SAFE B

MCP Android agent - This project provides an *MCP (Model Context Protocol)* server for automating Android devices using uiautomator2. It's designed to be easily plugged into AI agents like GitHub Copilot Chat, Claude, or Open Interpreter to control Android devices through natural language.

★ 581 destructivestdio

Adb

srmorete/adb-mcp

✓SAFE B

An MCP (Model Context Protocol) server for interacting with Android devices through ADB in TypeScript.

★ 552 writestdio

HIG

aka-kika/hig-mcp

✓SAFE B

MCP server serving Apple Human Interface Guidelines as structured design tokens for AI coding agents — post-WWDC25 system colors, Liquid Glass constraints, SwiftUI mappings.

★ 361 write

🎨 UI/UX Pro MCP Server

redf0x1/ui-ux-pro-mcp

✓SAFE B

🎨 AI-powered UI/UX design intelligence - 1519+ curated design resources through MCP | React, Vue, Next.js, Flutter & more

★ 362 readstdio

App Publish

mikusnuz/app-publish-mcp

✓SAFE B

Unified MCP server for App Store Connect & Google Play Console — 91 tools for listings, screenshots, releases, reviews & submissions

★ 3519 destructivestdio

App Store Connect

trialanderrorai/appstore-connect-mcp

!CAUTION B

Code Mode MCP server for App Store Connect — 923 endpoints through 2 tools

★ 342 writestdio

aoreshkov-oracle-forms

aoreshkov/oracle-forms-mcp

!CAUTION B

MCP server that exposes Oracle Forms modules (.fmb/.mmb/.pll/.olb) — blocks, triggers, PL/SQL, object XML — to AI assistants for legacy modernization and code review.

★ 4Not listed in sourcestdio

Ai

fluttersdk/ai

✓SAFE B

Teach your AI assistant Wind UI, Magic Framework and more, across every major coding tool. Skills, a Claude Code marketplace and a hosted MCP server.

★ 32 readstdio

Layout-debug-mcp

AntonChuraev99/Layout-debug-mcp

✓SAFE B

Point at a layer in a live UI (web DOM, Android Compose), drag it on the real screen, hand it to your AI agent via MCP

★ 26 readstdio

kmp-api-lookup-mcp

Heymonth/kmp-api-lookup-mcp

✓SAFE B

Index Kotlin/Native iOS klib APIs with this MCP server for fast symbol lookup and local database management.

★ 03 readstdio

mibly-apple-health-mcp

littlenew117/mibly-apple-health-mcp

✓SAFE B

Connect Apple Health to any MCP-compatible AI agent — sleep, steps, heart rate, HRV, workouts and more, via the Mibly iPhone app.

★ 02 readstdio

vulk-mcp-server

Diuli4587/vulk-mcp-server

✓SAFE B

Build and deploy full-stack apps from AI assistants with the VULK MCP server

★ 02 writestdio

xc-mcp

ericvoltolin/xc-mcp

!CAUTION B

XC-MCP delivers an intelligent MCP server for Xcode tooling with progressive disclosure and caching to prevent token overflow. It speeds workflows and boosts reliability in development 🐙

★ 51 destructivestdio

Scrcpy

juancf/scrcpy-mcp

!CAUTION B

MCP server for Android device control via ADB and scrcpy — gives AI agents vision and control over Android devices

★ 1122 destructivestdio

lettras-sdk

Artificialss/lettras-sdk

!CAUTION B

Developer tools for Lettras: a word-search generator for 6 languages (es, en, pt, fr, de, it) that keeps native accented letters. npm library + CLI, Kotlin library on Maven Central (JVM/Android) and a Rust MCP server, all running one compiled Rust engine (WebAssembly) locally.

★ 0Not listed in sourcestreamable-http

mcp-server

Aayush9029/mcp-server

✓SAFE B

MCP server that sends your AI agents' tasks to iPhone, iPad, and Apple Watch

★ 48Not listed in sourcestreamable-http

Blitz

blitzdotdev/blitz-mac

!CAUTION B

Native macOS App Store Connect tool with MCP. Submit iOS apps to App Store with AI agents

★ 1,747Not listed in sourcestdio

Other jobs

By risk

Questions

How do you decide which servers are mobile development servers?
By the categories each server's own repository declares, mapped onto this job by a hand-kept table. A server can belong to more than one job, and one whose repository declares no matching category is not listed here.
Which mobile development MCP servers rank highest on trust?
Mobile Next (mobile-next/mobile-mcp), Apktool (zinja-coder/apktool-mcp-server) and Apple Doc (mightydillah/apple-doc-mcp), by trust score and then stars. Ranking never uses popularity to change a verdict.
How many mobile development servers only read?
20 of the 51 declare tools that all only read; 10 expose at least one destructive tool.

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