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.
Cite
Cite this page
ModelsAtlas. “Mobile development MCP servers”. Retrieved 28 Oct 2026. https://modelsatlas.com/mcp/topic/mobile
Verdicts · 51 servers
Transports
- stdio, runs locally38
- Streamable HTTP, remote16
- SSE, legacy remote2
- Not declared6
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
Model Context Protocol Server for Mobile Automation and Scraping (iOS, Android, Emulators, Simulators and Real Devices)
Apktool
zinja-coder/apktool-mcp-server
A MCP Server for APK Tool (Part of Android Reverse Engineering MCP Suites)
Apple Doc
mightydillah/apple-doc-mcp
MCP server providing seamless access to Apple Developer Documentation with smart search and wildcard support
DroidMind
hyperb1iss/droidmind
Control your Android devices with AI using Model Context Protocol
Figma Flutter
mhmzdev/figma-flutter-mcp
An MCP server that provides the coding agents Figma's design token to write Flutter code.
Native Devtools
sh3ll3x3c/native-devtools-mcp
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.
Android Source Explorer
mrmike/android-source-explorer-mcp
MCP server for exploring AOSP internals and Jetpack libraries
Android Agent
nim444/mcp-android-server-python
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.
Adb
srmorete/adb-mcp
An MCP (Model Context Protocol) server for interacting with Android devices through ADB in TypeScript.
HIG
aka-kika/hig-mcp
MCP server serving Apple Human Interface Guidelines as structured design tokens for AI coding agents — post-WWDC25 system colors, Liquid Glass constraints, SwiftUI mappings.
🎨 UI/UX Pro MCP Server
redf0x1/ui-ux-pro-mcp
🎨 AI-powered UI/UX design intelligence - 1519+ curated design resources through MCP | React, Vue, Next.js, Flutter & more
App Publish
mikusnuz/app-publish-mcp
Unified MCP server for App Store Connect & Google Play Console — 91 tools for listings, screenshots, releases, reviews & submissions
App Store Connect
trialanderrorai/appstore-connect-mcp
Code Mode MCP server for App Store Connect — 923 endpoints through 2 tools
aoreshkov-oracle-forms
aoreshkov/oracle-forms-mcp
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.
Ai
fluttersdk/ai
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.
Layout-debug-mcp
AntonChuraev99/Layout-debug-mcp
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
kmp-api-lookup-mcp
Heymonth/kmp-api-lookup-mcp
Index Kotlin/Native iOS klib APIs with this MCP server for fast symbol lookup and local database management.
mibly-apple-health-mcp
littlenew117/mibly-apple-health-mcp
Connect Apple Health to any MCP-compatible AI agent — sleep, steps, heart rate, HRV, workouts and more, via the Mibly iPhone app.
vulk-mcp-server
Diuli4587/vulk-mcp-server
Build and deploy full-stack apps from AI assistants with the VULK MCP server
xc-mcp
ericvoltolin/xc-mcp
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 🐙
Scrcpy
juancf/scrcpy-mcp
MCP server for Android device control via ADB and scrcpy — gives AI agents vision and control over Android devices
lettras-sdk
Artificialss/lettras-sdk
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.
mcp-server
Aayush9029/mcp-server
MCP server that sends your AI agents' tasks to iPhone, iPad, and Apple Watch
Blitz
blitzdotdev/blitz-mac
Native macOS App Store Connect tool with MCP. Submit iOS apps to App Store with AI agents
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