Categories › Software Development
See all Software Development tools →292 agent tools in this category, ranked by GitHub stars for now. Hands-on test results will replace this ranking as they finish.
The three most-starred tools here. Not tested together yet.
A mobile-app screen rendered inside a pixel-accurate iPhone 15 Pro frame on the page. Built by copying the seed `assets/template.html` and pasting one screen ar
npx skills add nexu-io/open-design --skill mobile-appA multi-screen mobile onboarding flow rendered as three phone frames side by side — splash, value-prop, sign-in. Status bar, swipe dots, primary CTA. Use when t
npx skills add nexu-io/open-design --skill mobile-onboardingDevelop native iOS applications with Swift/SwiftUI. Masters iOS 18, SwiftUI, UIKit integration, Core Data, networking, and App Store optimization.
npx skills add sickn33/agentic-awesome-skills --skill ios-developer| Tool | Stars | Last update | License | |
|---|---|---|---|---|
| mobile-app A mobile-app screen rendered inside a pixel-accurate iPhone 15 Pro frame on the page. Built by copying the seed `assets/template.html` and pasting one SkillInstall · skills CLI | 107,550 | Apache-2.0 | ||
| mobile-onboarding A multi-screen mobile onboarding flow rendered as three phone frames side by side — splash, value-prop, sign-in. Status bar, swipe dots, primary CTA. SkillInstall · skills CLI | 107,550 | Apache-2.0 | ||
| ios-developer Develop native iOS applications with Swift/SwiftUI. Masters iOS 18, SwiftUI, UIKit integration, Core Data, networking, and App Store optimization. SkillInstall · skills CLI | 49,672 | MIT | ||
| ios-screens Build iPhone app screens that feel native: navigation, sheets, Dynamic Type, dark mode, permissions and paywalls, checked on small and large iPhones. SkillInstall · skills CLI | 49,672 | MIT | ||
| mobile-design Design and review iOS, Android, React Native or Flutter interfaces for touch, accessibility, navigation, offline behavior and measured performance. Us SkillInstall · skills CLI | 49,672 | MIT | ||
| mobile-developer Develop React Native, Flutter, or native mobile apps with modern architecture patterns. Masters cross-platform development, native integrations, offli SkillInstall · skills CLI | 49,672 | MIT | ||
| react-native-architecture Architecture and integration patterns for React Native development with Expo, including navigation, state management, native modules, and offline-firs SkillInstall · skills CLI | 49,672 | MIT | ||
| mobile-android-design Master Material Design 3 and Jetpack Compose patterns for building native Android apps. Use when designing Android interfaces, implementing Compose UI SkillInstall · skills CLI | 42,495 | MIT | ||
| mobile-ios-design Master iOS Human Interface Guidelines and SwiftUI patterns for building native iOS apps. Use when designing iOS interfaces, implementing SwiftUI views SkillInstall · skills CLI | 42,495 | MIT | ||
| react-native-architecture Build production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns. Use when developing mobile apps, SkillInstall · skills CLI | 42,495 | MIT | ||
| react-native-design Master React Native styling, navigation, and Reanimated animations for cross-platform mobile development. Use when building React Native apps, impleme SkillInstall · skills CLI | 42,495 | MIT | ||
| vercel-react-native-skills React Native and Expo best practices for building performant mobile apps. Use when building React Native components, optimizing list performance, impl SkillInstall · skills CLI | 34,034 | — | ||
| google-mobile-ads-android-migrate-to-next-gen Migrates Android applications from the old, legacy Google Mobile Ads (GMA) SDK (com.google.android.gms:play-services-ads) to the new GMA Next-Gen SDK SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| google-mobile-ads-banner Provides instructions to implement, integrate, or configure Google Mobile Ads (GMA) banner ads in Android, iOS, or Unity mobile applications. Use when SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| google-mobile-ads-get-started Provides instructions for integrating the Google Mobile Ads (GMA) SDK. Use this skill when the user wants to get started with, install, integrate, set SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| google-mobile-ads-interstitial Provides instructions for implementing, integrating, or configuring Google Mobile Ads (GMA) SDK interstitial ads in Android, iOS, or Unity mobile appl SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| google-mobile-ads-rewarded Provides instructions for implementing, integrating, or configuring Google Mobile Ads (GMA) SDK rewarded ads in Android, iOS, or Unity mobile applicat SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| docker-android Android in docker solution with noVNC supported, video recording, mcp server and AI-agent MCP server | 16,136 | — | ||
| android-native-dev Android native application development and UI design guide. Covers Material Design 3, Kotlin/Compose development, project configuration, accessibility SkillInstall · skills CLI | 13,830 | MIT | ||
| flutter-dev Flutter cross-platform development guide covering widget patterns, Riverpod/Bloc state management, GoRouter navigation, performance optimization, and SkillInstall · skills CLI | 13,830 | MIT | ||
| ios-application-dev iOS application development guide covering UIKit, SnapKit, and SwiftUI. Includes touch targets, safe areas, navigation patterns, Dynamic Type, Dark Mo SkillInstall · skills CLI | 13,830 | MIT | ||
| react-native-dev React Native and Expo development guide covering components, styling, animations, navigation, state management, forms, networking, performance optimiz SkillInstall · skills CLI | 13,830 | MIT | ||
| react-native-expert Builds, optimizes, and debugs cross-platform mobile applications with React Native and Expo. Implements navigation hierarchies (tabs, stacks, drawers) SkillInstall · skills CLI | 12,355 | MIT | ||
| swift-expert Builds iOS/macOS/watchOS/tvOS applications, implements SwiftUI views and state management, designs protocol-oriented architectures, handles async/awai SkillInstall · skills CLI | 12,355 | MIT | ||
| io.github.mobile-next/mobile-mcp MCP server for iOS and Android Mobile Development, Automation and Testing MCP serverGitHub-verified authorLocal · npm | 10,550 | Apache-2.0 | ||
| stitch::react-native Convert Stitch HTML designs to React Native components, or syncs/updates existing native components to align with the latest Stitch designs, using Sty SkillInstall · skills CLI | 8,771 | Apache-2.0 | ||
| lamda Android Full-Stack Device Control Platform: WebRTC/H.264 remote desktop, UI/OCR/image-matching automation, one-click MITM, built-in Frida, proxy/VPN/f MCP server | 8,740 | — | ||
| performance-profiling Guide performance profiling for Apple platform apps with Instruments, Xcode diagnostics, and MetricKit. Use when investigating app hangs, stutters, hi SkillInstall · skills CLI | 7,464 | MIT | ||
| react-native-expert Senior React Native and Expo engineer for building production-ready cross-platform mobile apps. Use when building React Native components, implementin SkillInstall · skills CLI | 7,167 | — | ||
| MobileBuildMCP A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects. MCP server | 6,573 | — | ||
| io.github.cameroncooke/XcodeBuildMCP XcodeBuildMCP provides tools for Xcode project management, simulator management, and app utilities. MCP serverGitHub-verified authorLocal · npm | 6,567 | MIT | ||
| Appllama Study screens, flows and paywalls from top-earning iOS apps, then build from what wins. MCP serverVerified domain · appllama.ioRemoteSign-in needed | 5,159 | MIT | ||
| Handsy AI Let AI agents see and operate a real iPhone via an ESP32-S3 USB HID + AirPlay. No jailbreak. MCP serverGitHub-verified authorLocal · npm | 4,907 | MIT | ||
| expo Official Expo skills for building, deploying, upgrading, and debugging React Native apps with Expo. Covers UI development with Expo Router, SwiftUI an PluginAnthropic marketplace | 4,131 | MIT | ||
| expo-app-clip Add an iOS App Clip target to an Expo app. Use when the user mentions App Clip, AASA, apple-app-site-association, appclips, smart app banner, or wants SkillInstall · skills CLI | 4,131 | MIT | ||
| expo-brownfield Integrate Expo and React Native into an existing native iOS or Android app. Use for brownfield, embedding a React Native screen in SwiftUI/UIKit or Ko SkillInstall · skills CLI | 4,131 | MIT | ||
| expo-web-to-native Migrate an existing web React app to a native iOS/Android app with Expo. Use when the user wants to turn a website into a mobile app, port a Next.js/V SkillInstall · skills CLI | 4,131 | MIT | ||
| ios-debugger-agent Use XcodeBuildMCP to build, run, launch, and debug the current iOS project on a booted simulator. Trigger when asked to run an iOS app, interact with SkillInstall · skills CLI | 4,028 | MIT | ||
| PeopleInSpace Kotlin Multiplatform sample with SwiftUI, Jetpack Compose, Compose for Wear, Compose for Desktop, and Compose for Web clients along with Ktor backend. MCP server | 3,440 | — | ||
| platform-conventions Design to iOS and Android conventions — what each OS mandates, where they diverge, and when to unify. Use when shipping native apps. For breakpoint ad SkillInstall · skills CLI | 3,351 | MIT | ||
| ShipSwift 40+ production-ready SwiftUI recipes for building full-stack iOS apps via MCP. MCP serverGitHub-verified authorRemote● LiveFree to try | 3,272 | MIT | ||
| tonone-onboard First-run onboarding tour — guided walkthrough of tonone''s 23 agents, key skills, and worktree sessions. Two paths — expert (~90 sec) and newcomer (~ SkillInstall · skills CLI | 2,919 | MIT | ||
| touch Mobile engineer — native iOS/Android, cross-platform, app stores, mobile performance. SkillInstall · skills CLI | 2,919 | MIT | ||
| touch-app Produce a complete mobile app architecture design — platform choice, navigation structure, state management, data layer, key screens. Use when asked t SkillInstall · skills CLI | 2,919 | MIT | ||
| touch-audit Mobile audit — app size, startup time, crash reporting, store compliance, accessibility, offline behavior. Use when asked for "mobile review", "app st SkillInstall · skills CLI | 2,919 | MIT | ||
| touch-feature Produce a mobile feature spec — user story, technical approach, component breakdown, platform-specific considerations, edge cases. Use when asked to " SkillInstall · skills CLI | 2,919 | MIT | ||
| touch-recon Mobile reconnaissance — understand the app's tech stack, architecture, dependencies, and health for takeover. Use when asked to "understand this app", SkillInstall · skills CLI | 2,919 | MIT | ||
| touch-release Set up mobile release pipeline — Fastlane, code signing, CI, beta distribution, versioning. Use when asked about "app store setup", "release pipeline" SkillInstall · skills CLI | 2,919 | MIT | ||
| touch-ui Use when asked about mobile UI guidelines, touch targets, platform-specific UI rules, or mobile interaction patterns. Examples: "iOS touch targets", " SkillInstall · skills CLI | 2,919 | MIT | ||
| volt Embedded and IoT engineer — firmware, microcontrollers, OTA updates, device protocols. SkillInstall · skills CLI | 2,919 | MIT | ||
| volt-driver Build a device driver or protocol handler — I2C sensors, BLE services, MQTT clients, SPI peripherals with interrupt-driven I/O and clean HAL abstracti SkillInstall · skills CLI | 2,919 | MIT | ||
| volt-firmware Produce a complete firmware architecture spec for a described device — layer diagram, module responsibilities, HAL interface definitions, key state ma SkillInstall · skills CLI | 2,919 | MIT | ||
| volt-ota Produce a complete OTA update system design — partition layout, update flow, rollback conditions, validation checks, fleet management approach, failur SkillInstall · skills CLI | 2,919 | MIT | ||
| volt-power Power management audit — analyze sleep modes, wake sources, power state machines, radio duty cycles, and battery life estimates. Use when asked to "au SkillInstall · skills CLI | 2,919 | MIT | ||
| volt-recon Firmware reconnaissance for takeover — inventory the MCU, peripherals, RTOS, protocols, OTA, power management, and assess code quality with risk flags SkillInstall · skills CLI | 2,919 | MIT | ||
| mobile-development Mobile development patterns for React Native and Flutter including navigation, state management, and responsive design SkillInstall · skills CLI | 2,838 | Apache-2.0 | ||
| ios-simulator-mcp MCP server for interacting with the iOS simulator MCP server | 2,223 | — | ||
| ios-bootstrap-testflight Scaffold a native iOS app (SwiftUI, no dependencies) from nothing, run it in the Simulator, and archive + upload it to TestFlight entirely from the co SkillInstall · skills CLI | 2,125 | MIT | ||
| flutter-expert Master Flutter development with Dart 3, advanced widgets, and multi-platform deployment. Handles state management, animations, testing, and performanc SkillInstall · skills CLI | 2,009 | MIT | ||
| ios-developer Develop native iOS applications with Swift/SwiftUI. Masters iOS 18, SwiftUI, UIKit integration, Core Data, networking, and App Store optimization. Use SkillInstall · skills CLI | 2,009 | MIT | ||
| mobile-developer Develop React Native, Flutter, or native mobile apps with modern architecture patterns. Masters cross-platform development, native integrations, offli SkillInstall · skills CLI | 2,009 | MIT | ||
| mobile-security-coder Expert in secure mobile coding practices specializing in input validation, WebView security, and mobile-specific security patterns. Use for mobile sec SkillInstall · skills CLI | 2,009 | MIT | ||
| build-iphone-apps Build professional native iPhone apps in Swift with SwiftUI and UIKit. Full lifecycle - build, debug, test, optimize, ship. CLI-only, no Xcode. Target SkillInstall · skills CLI | 1,989 | MIT | ||
| io.github.blitzdotdev/blitz Give AI agents full control over iOS/macOS development via a native macOS app with 30+ MCP tools. MCP serverGitHub-verified authorLocal · npm | 1,770 | Apache-2.0 | ||
| agent-device Automates interactions for Apple-platform apps (iOS, tvOS, macOS) and Android devices. Use when navigating apps, taking snapshots/screenshots, tapping SkillInstall · skills CLI | 1,708 | MIT | ||
| assess-react-native-migration Assesses whether and how an existing mobile product should migrate to React Native. Use when auditing one or more product repositories for migration r SkillInstall · skills CLI | 1,708 | MIT | ||
| create-react-native-library Scaffolds React Native libraries with create-react-native-library for standalone libraries or local native modules and views. Use when creating or wor SkillInstall · skills CLI | 1,708 | MIT | ||
| react-native-best-practices Provides React Native performance optimization guidelines for FPS, TTI, bundle size, memory leaks, re-renders, and animations. Applies to tasks involv SkillInstall · skills CLI | 1,708 | MIT | ||
| react-native-brownfield-migration Implements an accepted incremental brownfield migration from native iOS or Android to React Native or Expo using @callstack/react-native-brownfield. U SkillInstall · skills CLI | 1,708 | MIT | ||
| react-native-tv-best-practices Reviews React Native TV apps for focus/D-pad navigation, 10-foot UI layout, TV playback/DRM integration, low-memory TV performance, and TV accessibili SkillInstall · skills CLI | 1,708 | MIT | ||
| upgrading-react-native Upgrades React Native apps to newer versions by applying rn-diff-purge template diffs, updating package.json dependencies, migrating native iOS and An SkillInstall · skills CLI | 1,708 | MIT | ||
| ios-simulator-skill XCode CLI & Simulator Skill. Progressive disclosure of output. Minimises context & token use. Lets AI agents build, run sim & drive iOS apps without d MCP server | 1,323 | MIT | ||
| ios-simulator-skill Build, test, and drive iOS apps in the Simulator with 31 token-efficient scripts. Use when asked to build or test an Xcode project, launch an app on a SkillInstall · skills CLI | 1,323 | MIT | ||
| poki Let AI agents operate a real iPhone. Local MCP server and agent, no jailbreak, no extra hardware. MCP server | 1,265 | — | ||
| android-accessibility Expert checklist and prompts for auditing and fixing Android accessibility issues, especially in Jetpack Compose. SkillInstall · skills CLI | 1,004 | Apache-2.0 | ||
| android-architecture Expert guidance on setting up and maintaining a modern Android application architecture using Clean Architecture and Hilt. Use this when asked about p SkillInstall · skills CLI | 1,004 | Apache-2.0 | ||
| android-coroutines Authoritative rules and patterns for production-quality Kotlin Coroutines onto Android. Covers structured concurrency, lifecycle integration, and reac SkillInstall · skills CLI | 1,004 | Apache-2.0 | ||
| android-data-layer Guidance on implementing the Data Layer using Repository pattern, Room (Local), and Retrofit (Remote) with offline-first synchronization. SkillInstall · skills CLI | 1,004 | Apache-2.0 | ||
| android-emulator-skill Production-ready scripts for Android app testing, building, and automation. Provides semantic UI navigation, build automation, log monitoring, and emu SkillInstall · skills CLI | 1,004 | Apache-2.0 | ||
| android-gradle-logic Expert guidance on setting up scalable Gradle build logic using Convention Plugins and Version Catalogs. SkillInstall · skills CLI | 1,004 | Apache-2.0 | ||
| android-retrofit Expert guidance on setting up and using Retrofit for type-safe HTTP networking in Android. Covers service definitions, coroutines, OkHttp configuratio SkillInstall · skills CLI | 1,004 | Apache-2.0 | ||
| android-viewmodel Best practices for implementing Android ViewModels using Kotlin 2.3+ Explicit Backing Fields, StateFlow for UI state, and SharedFlow for one-off event SkillInstall · skills CLI | 1,004 | Apache-2.0 | ||
| coil-compose Expert guidance on using Coil for image loading in Jetpack Compose. Use this when asked about loading images from URLs, handling image states, or opti SkillInstall · skills CLI | 1,004 | Apache-2.0 | ||
| compose-performance-audit Audit and improve Jetpack Compose runtime performance from code review and architecture. Use when asked to diagnose slow rendering, janky scrolling, e SkillInstall · skills CLI | 1,004 | Apache-2.0 | ||
| gradle-build-performance Debug and optimize Android/Gradle build performance. Use when builds are slow, investigating CI/CD performance, analyzing build scans, or identifying SkillInstall · skills CLI | 1,004 | Apache-2.0 | ||
| kotlin-concurrency-expert Kotlin Coroutines review and remediation for Android. Use when asked to review concurrency usage, fix coroutine-related bugs, improve thread safety, o SkillInstall · skills CLI | 1,004 | Apache-2.0 | ||
| navigation3 Implement navigation in Jetpack Compose using Navigation 3. Use when asked to build state-driven navigation, manage back stacks, scope ViewModels, imp SkillInstall · skills CLI | 1,004 | Apache-2.0 | ||
| rxjava-to-coroutines-migration Guide and execute the migration of asynchronous code from RxJava to Kotlin Coroutines and Flow. Use this skill when a user asks to convert RxJava (Obs SkillInstall · skills CLI | 1,004 | Apache-2.0 | ||
| xml-to-compose-migration Convert Android XML layouts to Jetpack Compose. Use when asked to migrate Views to Compose, convert XML to Composables, or modernize UI from View syst SkillInstall · skills CLI | 1,004 | Apache-2.0 | ||
| Android-MCP MCP Server for interacting with Android Devices. MCP server | 925 | — | ||
| android-remote-control-mcp An MCP Server for Android running on the phone, optmized for token usage, supports also files downloads, camera, a privacy mode (to anonymize/pseudono MCP server | 836 | — | ||
| android-mcp-server An MCP server that provides control over Android devices via adb MCP server | 812 | — | ||
| mcp Connect AI agents to real iPhones and Androids MCP server | 805 | — | ||
| swiftui-motion SwiftUI animation foundations - withAnimation, transitions, the zoom navigation transition, matchedGeometryEffect, PhaseAnimator, KeyframeAnimator, sp SkillInstall · skills CLI | 795 | — | ||
| apktool-mcp-server A MCP Server for APK Tool (Part of Android Reverse Engineering MCP Suites) MCP server | 710 | — | ||
| engineer-react-native Build, refactor, debug, test, and ship production React Native applications across iOS and Android, including Expo and bare workflows. Use for native SkillInstall · skills CLI | 710 | MIT | ||
| review-react-native Perform a read-only review of React Native and Expo code for cross-platform correctness, lifecycle safety, navigation and deep-link behavior, native c SkillInstall · skills CLI | 710 | MIT | ||
| io.github.Buoy-gg/mcp Let AI agents read and drive a running React Native or Flutter app through Buoy's devtools. MCP serverGitHub-verified authorLocal · npm | 696 | — | ||
| macos-auto-update Add Sparkle auto-update support to a native macOS app. Use this skill whenever the user wants to add auto-updates, implement Sparkle, set up an appcas SkillInstall · skills CLI | 694 | — | ||
| macos-build Build a native macOS app using xcodebuild from the command line. Use this skill whenever the user asks to build, compile, or check if their macOS proj SkillInstall · skills CLI | 694 | — | ||
| macos-patterns Essential native macOS development patterns that web developers don't know about. Use this skill whenever the user is building a macOS app and needs g SkillInstall · skills CLI | 694 | — | ||
| electron Electron patterns for building cross-platform desktop applications. Trigger: When building desktop apps, working with Electron main/renderer processes SkillInstall · skills CLI | 674 | MIT | ||
| react-native React Native patterns for mobile app development with Expo and bare workflow. Trigger: When building mobile apps, working with React Native components SkillInstall · skills CLI | 674 | MIT | ||
| GalwayBus Galway Bus Kotlin Multiplatform project using Jetpack Compose and SwiftUI MCP server | 591 | — | ||
| Droidline Let an AI agent see and use a real Android phone over Wi-Fi, without ADB or root. MCP serverGitHub-verified authorLocal · MCPB | 532 | MIT | ||
| xcode-project-setup Safely modifies Xcode projects (.pbxproj) to add Swift Packages and link files. Use this skill whenever an iOS project needs dependencies installed (e SkillInstall · skills CLI | 513 | Apache-2.0 | ||
| marionette_mcp MCP server enabling AI agents to interact with Flutter apps at runtime - let them inspect widgets, simulate taps, enter text, scroll, and take screens MCP server | 505 | — | ||
| swipt The universal iOS automation platform MCP server | 483 | — | ||
| simvyn Operate iOS Simulators, Android Emulators, and connected mobile devices with Simvyn. Use for device discovery, app installation and launch, screenshot SkillInstall · skills CLI | 445 | MIT | ||
| d2r-mobile Build and install D2R Mobile (Diablo II Resurrected with Reign of the Warlock, running natively on iPhone and iPad) from the user's own Switch game fi SkillInstall · skills CLI | 407 | MIT | ||
| Flutter MCP Toolkit Inspect and drive Flutter debug apps/games: semantic snapshots, search, and custom client tools MCP serverGitHub-verified authorLocal · Docker | 397 | MIT | ||
| xcode-mcp-server MCP Server implementation for Xcode integration MCP server | 386 | — | ||
| claude-android-skill Claude Code skill for building modern Android apps following best practices. MCP server | 356 | — | ||
| dsh-android DeepSeek Harness plugin for Android — build, run, and interact with a live emulator or USB device stream inside a conversation, driven entirely throug MCP server | 351 | — | ||
| iphone-duo-react-native Adapt a React Native or Expo app to iPhone Duo, Apple's first foldable iPhone — asymmetric safe area insets, resize handling, and how to expose the iO SkillInstall · skills CLI | 321 | — | ||
| iphone-duo-readiness Audit and port an iOS app to iPhone Duo, Apple's first foldable iPhone. Use when asked to support, adapt, prepare, test, or review an app for iPhone D SkillInstall · skills CLI | 321 | — | ||
| iphone-duo-vertical-bars Adapt toolbars, navigation bars and tab bars for the vertical axis on iPhone Duo — item ordering, symbol vs text representations, axis behavior, overf SkillInstall · skills CLI | 321 | — | ||
| MCPanelViewController Drop-in panel control for iOS with blurring background and screen-edge activation gestures. MCP server | 318 | — | ||
| MobileRE-Skill AI Agent 驱动的移动端逆向技能集：Frida hook、一键脱壳、反检测绕过、内存 DEX dump、Ghidra MCP 符号/结构恢复。AI-agent skill system for mobile reverse engineering. MCP server | 273 | MIT | ||
| io.github.MobAI-App/mobai-mcp AI-powered mobile device automation for Android and iOS devices, emulators, and simulators MCP serverGitHub-verified authorLocal · npm | 255 | Apache-2.0 | ||
| react-native-development Use when building screens, navigation, styling, or platform behavior in this Expo React Native app, to follow mobile-first conventions and keep logic SkillInstall · skills CLI | 239 | MIT | ||
| ApkMCP-Auto 本项目是一个 Android 逆向工程工具集合，通过 MCP (Model Context Protocol) 协议将 AI 助手（如 Claude）与专业的 Android 反编译工具连接起来，实现智能化的 APK 分析与修改。 MCP server | 234 | — | ||
| android-skills-mcp An MCP server and CLI packager for official Android skills. MCP server | 228 | — | ||
| mobile-adaptation 当系统提示面向移动端（手机、平板）场景时调用。适用于 iOS/Android 应用内 AI 助手、移动端聊天界面、响应式输出的系统提示设计。不适用于桌面端优先的场景，不适用于移动端 UI 开发（非提示层），不适用于语音场景（语音场景使用 voice-optimization）。 SkillInstall · skills CLI | 224 | MIT | ||
| Antigravity Link MCP server and OpenAPI-backed mobile companion for controlling Antigravity IDE sessions MCP serverGitHub-verified authorLocal · npm | 222 | MIT | ||
| Buddy phone tools Android phone tools for AI agents (read the screen, tap, type, open apps), served by the Buddy app. MCP serverGitHub-verified authorLocal · npm | 221 | Apache-2.0 | ||
| build-nitro-modules Builds and designs React Native Nitro Modules with Nitrogen, HybridObject TypeScript specs, Nitro View components, generated native implementations, z SkillInstall · skills CLI | 179 | — | ||
| nitro-fetch Fast native networking primitives for React Native built on Nitro Modules — react-native-nitro-fetch, react-native-nitro-websockets, and react-native- SkillInstall · skills CLI | 179 | — | ||
| react-native-mmkv Fast synchronous key-value storage for React Native via react-native-mmkv (Nitro-backed). Covers creating and configuring MMKV instances, reading/writ SkillInstall · skills CLI | 179 | — | ||
| react-native-vision-camera Best-practices guide for React Native VisionCamera v5 setup, migration, capture, controls, outputs, and basic frame processing. Use the separate react SkillInstall · skills CLI | 179 | — | ||
| react-native-vision-camera-realtime Design and review production-grade low-latency VisionCamera v5 pipelines. Use for real-time GPU, ML, CV, Skia or WebGPU overlays, Nitro frame plugins, SkillInstall · skills CLI | 179 | — | ||
| weapp-dev-mcp FastMCP server for automating WeChat Mini Program developer tooling MCP server | 174 | — | ||
| Oh My Android AI agents see and drive the Android Emulator: screenshots, UI in dp, tap, dark mode, RTL, logcat. MCP serverGitHub-verified authorLocal · MCPB | 150 | MIT | ||
| kahlo-mcp A Frida MCP server to enable autonomous AI assistance for Android instrumentation MCP server | 141 | — | ||
| iphone-mcp A Model Context Protocol (MCP) server for automating iPhone tasks with Appium. Supports app control, UI interactions, and screenshot capture via strea MCP server | 139 | — | ||
| android-reverse-engineering Decompile Android APK, XAPK, AAB, DEX, JAR, and AAR files using jadx or Fernflower/Vineflower. Reverse engineer Android apps, extract HTTP API endpoin SkillInstall · skills CLI | 134 | Unlicense | ||
| bootstrap-ios Bootstrap agents for iOS, iPadOS, macOS, Swift, SwiftUI, SwiftData/Core Data, Swift Testing, Xcode build/test/debug, Simulator, App Intents, or XcodeB SkillInstall · skills CLI | 132 | Apache-2.0 | ||
| apollo-ios Guide for building Apple-platform applications with Apollo iOS, the strongly-typed GraphQL client for Swift. Use this skill when: (1) adding Apollo iO SkillInstall · skills CLI | 130 | MIT | ||
| apollo-kotlin Guide for building applications with Apollo Kotlin, the GraphQL client library for Android and Kotlin. Use this skill when: (1) setting up Apollo Kotl SkillInstall · skills CLI | 130 | MIT | ||
| ios-launch-performance Use this skill when diagnosing iOS app launch performance, startup regressions, first-frame readiness, or early responsiveness. Covers pre-main/dyld w SkillInstall · skills CLI | 121 | MIT | ||
| ios-perceived-performance Use this skill for product-level iOS responsiveness and loading/feedback flows, including perceived latency, time to first feedback, progressive rende SkillInstall · skills CLI | 121 | MIT | ||
| ios-performance-profiling Use this skill when choosing, running, or interpreting iOS performance profiling workflows, including Instruments traces, signposts, XCTest metrics, M SkillInstall · skills CLI | 121 | MIT | ||
| AppClaw AI-powered mobile automation agent — describe what you want in plain English, AppClaw reads the screen, reasons, and acts. LLM-agnostic, open-source, MCP server | 120 | — | ||
| charles-store-screenshots Design and render App Store (and Play Store) screenshot sets that look like the best on the store: a two-frame hook, frames that bleed into one world, SkillInstall · skills CLI | 116 | — | ||
| zafer-skills Expo React Native mobile app development with StoreKit 2 subscriptions (expo-iap) plus RevenueCat observer mode, AdMob ads with UMP/ATT consent, PostH SkillInstall · skills CLI | 114 | — | ||
| xc-mcp XCode CLI & Simulator MCP. Progressive disclosure of output. Minimises context & token use. Lets AI agents build, run sim & drive iOS apps without dro MCP server | 102 | — | ||
| Shuttle Android framework and solution that prevents TransactionTooLargeException crashes by design. MCP serverGitHub-verified authorLocal · Docker | 87 | MIT | ||
| Jamf Pro MCP Every client's Jamf Pro in one CLI: find devices, check posture and patch status, audit policies. MCP serverGitHub-verified authorLocal · MCPB | 79 | — | ||
| AutoMobile Mobile device interaction automation via MCP MCP serverVerified domain · jasonpearson.devLocal · npm | 56 | Apache-2.0 | ||
| Mobile Device MCP Control iOS and Android devices with multi-device and seamless Native/WebView support. MCP serverGitHub-verified authorLocal · npm | 53 | MIT | ||
| io.github.OtaKit/otakit Inspect, upload, release, monitor, and revert OtaKit Capacitor OTA updates. MCP serverGitHub-verified authorLocal · npm | 51 | MIT | ||
| Bitrise Set up & manage mobile CI/CD on Bitrise: build, test, distribute iOS, Android, Flutter, RN apps. MCP serverGitHub-verified authorRemoteSign-in needed | 43 | MIT | ||
| io.github.Nagarjuna2997/ios-agent-skill Swift reviews, local Apple references, app scaffolding and iOS simulator workflows. MCP serverGitHub-verified authorLocal · npm | 41 | MIT | ||
| io.github.ruby-native/ruby-native Ship a Rails app to the App Store and Google Play. Every ruby_native command as a tool. MCP serverGitHub-verified author | 27 | MIT | ||
| io.github.oozoofrog/baepsae Local MCP server for iOS Simulator and macOS app automation with a native Swift bridge MCP serverGitHub-verified authorLocal · npm | 26 | MIT | ||
| io.github.fullread/deepadb Full-featured ADB MCP server — 209 tools across 49 modules, from UI to baseband. MCP serverGitHub-verified authorLocal · npm | 23 | Apache-2.0 | ||
| AndroJack MCP Android engineering MCP server with verified documentation grounding and AI validation tools. MCP serverGitHub-verified authorLocal · npm | 21 | — | ||
| Frida Mobile MCP Mobile Frida MCP Server - AI-powered mobile app exploration and testing via Frida instrumentation MCP serverGitHub-verified authorLocal · npm | 21 | MIT | ||
| Scandit Create a Scandit account, get trial license keys and set up the Scandit SDK in your app. MCP serverVerified domain · scandit.comRemoteSign-in needed | 21 | Apache-2.0 | ||
| replicant-mcp Android MCP server for AI-assisted development. Build, test, emulate, and automate. MCP serverGitHub-verified authorLocal · npm | 19 | MIT | ||
| io.github.us-all/android Android MCP — ADB-based device, apps, UI, logcat, emulator, files, system, debug MCP serverGitHub-verified authorLocal · npm | 16 | MIT | ||
| iOS Web Bluetooth (WebBLE) MCP server to ship Web Bluetooth on iPhone Safari via the WebBLE extension. MCP serverGitHub-verified authorLocal · npm | 12 | — | ||
| XCRS Mobile & TV Automation MCP tools for testing mobile and TV apps on iOS simulators, Android phones, and Apple/Android TV. MCP serverGitHub-verified authorLocal · Cargo | 12 | — | ||
| SilbercueSwift Fastest iOS MCP server. 40 tools: xcresult parsing, WDA automation, 0.3s screenshots. MCP serverGitHub-verified authorLocal · MCPB | 10 | MIT | ||
| SilbercueSwift — iOS MCP Server iOS MCP server: 49 tools free (58 with Pro), xcresult parsing, WDA UI automation, fast screenshots. MCP serverGitHub-verified authorLocal · MCPB | 10 | MIT | ||
| iPhone Mirror Drive a real iPhone via macOS iPhone Mirroring; Xcode build/test automation for sims and devices. MCP serverGitHub-verified authorLocal · MCPB | 9 | MIT | ||
| The App Stores Cooolest API Forget Fastlane, this is the app stores coolest API. MCP serverGitHub-verified authorLocal · Cargo | 8 | Apache-2.0 | ||
| Mobster Control iPhones and iOS simulators: read screens, tap, type and verify. Requires macOS and uv. MCP serverVerified domain · mobster.devLocal · PyPI | 7 | MIT | ||
| ZennoDroid: device in ProjectMaker Drive the Android device attached to ZennoDroid ProjectMaker: screen, elements, apps, gestures. MCP serverVerified domain · zennolab.comLocal · MCPB | 7 | MIT | ||
| ZennoDroid: devices of running tasks Drive the Android devices of the tasks running in ZennoDroid: screen, elements, apps, gestures. MCP serverVerified domain · zennolab.comLocal · MCPB | 7 | MIT | ||
| ZennoDroid: ProjectMaker Read and edit the project open in ZennoDroid ProjectMaker, run it and record actions. MCP serverVerified domain · zennolab.comLocal · MCPB | 7 | MIT | ||
| ZennoDroid: tasks Create, configure, start and monitor ZennoDroid tasks and their sessions. MCP serverVerified domain · zennolab.comLocal · MCPB | 7 | MIT | ||
| Jidr See and drive Android emulators on a Mac: screenshot, tap, type, UI tree, logs, root. MCP serverGitHub-verified authorLocal · MCPB | 6 | Apache-2.0 | ||
| NativeKeel React Native and Expo health check: upgrade blockers, store rules, crash risks, security findings MCP serverGitHub-verified authorLocal · npm | 6 | MIT | ||
| simulator-use The iOS Simulator for coding agents: build Xcode projects, read the screen as text, tap by label. MCP serverVerified domain · nomac.appLocal · npm | 6 | MIT | ||
| Shortcut Forge (Apple Shortcuts MCP) Apple Shortcuts MCP: build, lint and sign iOS Shortcuts (.shortcut) from Claude, Codex or any LLM. MCP serverGitHub-verified authorLocal · PyPI | 5 | MIT | ||
| Yaver Phone-first local dev MCP for Claude Code and Codex: install Yaver, pair mobile, run, build, deploy. MCP serverGitHub-verified authorLocal · npm | 5 | — | ||
| Expo Android MCP MCP server for Android emulator automation via ADB. MCP serverGitHub-verified authorLocal · npm | 4 | MIT | ||
| io.github.AgiMaulana/HuaweiAppGalleryMcp Huawei AppGallery Connect MCP: upload APK/AAB, update metadata, submit and manage app releases. MCP serverGitHub-verified authorLocal · PyPI | 4 | MIT | ||
| io.github.saranshbamania/mobile-device-mcp AI control of Android/iOS devices. Screenshots, UI tree, AI vision, Flutter, video. 49 tools. MCP serverGitHub-verified authorLocal · npm | 4 | — | ||
| ios-agent Drive a real iPhone or an iOS Simulator with an AI agent, through XCUIAutomation. MCP serverGitHub-verified authorLocal · PyPI | 4 | MIT | ||
| Karagöz Device automation for Android emulators and phones, iOS simulators and iPhones. No daemon. MCP serverGitHub-verified authorLocal · npm | 4 | MIT | ||
| Ramus Android Disposable cloud Android emulators for coding agents: run an APK or PR build, tap, type, screenshot. MCP serverVerified domain · ramus.devRemoteSign-in needed | 4 | MIT | ||
| chauffeur Drive the iOS Simulator from a coding agent, with every action verified. MCP serverGitHub-verified authorLocal · MCPB | 3 | Apache-2.0 | ||
| Dikciz Launcher Android launcher with an embedded MCP server for owner-controlled device automation. MCP serverGitHub-verified author | 2 | GPL-3.0 | ||
| Expo Application Services Find out why an Expo build, workflow run or store submission failed, and roll out updates. MCP serverVerified domain · foreverworks.comLocal · npm | 2 | MIT | ||
| io.github.EthanAckerman-git/preflight-ios-mcp 57 tools for AI-powered iOS Simulator automation — tap, swipe, type, screenshots, and more. MCP serverGitHub-verified authorLocal · npm | 2 | MIT | ||
| io.github.hufirst/onsense Android phone camera, sensors & files for any MCP client — local, no cloud, no ADB. MCP serverGitHub-verified authorLocal · PyPI | 2 | MIT | ||
| io.github.pofky/asc-mcp App Store Connect MCP server: your AI agent checks, fixes, submits and releases your iOS app. MCP serverGitHub-verified authorLocal · npm | 2 | MIT | ||
| SimMirror Drive iOS Simulators, iPhones, Android devices and macOS apps: UI snapshots, live viewer, recording. MCP serverGitHub-verified authorLocal · PyPI | 2 | Apache-2.0 | ||
| xcforge - iOS MCP Server & CLI 95 MCP tools for iOS — build, test, simulate, automate UI, capture, and diagnose. MCP serverGitHub-verified authorLocal · MCPB | 2 | MIT | ||
| 00Widget Publish status cards and Live Activities to iOS widgets, the Lock Screen, and the Dynamic Island. MCP serverVerified domain · 00widget.comRemoteSign-in needed | 1 | — | ||
| admcp - Android Debug MCP Local-first MCP server for Android debugging via ADB, JDI, LLDB, and Flutter. MCP serverGitHub-verified authorLocal · MCPB | 1 | Apache-2.0 | ||
| android-use Let AI agents see and control an Android phone over ADB, with safety guards. MCP serverGitHub-verified authorLocal · npm | 1 | MIT | ||
| App Store Connect MCP MCP server for App Store Connect: releases, TestFlight, reviews, reports. Read-only by default. MCP serverGitHub-verified authorLocal · MCPB | 1 | MIT | ||
| AppDev Atlas AppDev Atlas: independent Apple developer intelligence, WWDC sessions, Swift, HIG and App Review. MCP serverGitHub-verified authorLocal · MCPB | 1 | MIT | ||
| appdyno Test, drive and measure iOS and Android apps on simulators, emulators and real phones, from a Mac. MCP serverGitHub-verified authorLocal · npm | 1 | MIT | ||
| Baton Run, hot-reload and screenshot Flutter, web, React Native and native iOS/Android apps. MCP serverGitHub-verified authorLocal · npm | 1 | MIT | ||
| Bilt AI agents autonomously build and deploy mobile apps through natural language workflows MCP serverGitHub-verified authorRemoteDown | 1 | — | ||
| Devicely Control real iOS & Android devices from AI agents; mirror one tap across a whole fleet. MCP serverGitHub-verified authorLocal · npm | 1 | — | ||
| Hamn MCP server for App Store Connect: releases, TestFlight, reviews, reports. Read-only by default. MCP serverGitHub-verified authorLocal · MCPB | 1 | MIT | ||
| HotCodePush Manage over-the-air (OTA) updates for React Native, Expo, Capacitor and Cordova apps. MCP serverVerified domain · hotcodepush.comRemoteSign-in needed | 1 | MIT | ||
| Impactor Sign, install and manage sideloaded iOS apps with the Impactor sideloader. MCP serverGitHub-verified authorLocal · MCPB | 1 | — | ||
| io.github.Clousd-Android/clousd-mcp Cloud Android phones for AI agents: give phones a task in plain words and get the answer MCP serverGitHub-verified authorLocal · PyPI | 1 | MIT | ||
| io.github.dev-jackson/androidbuild-mcp Build, deploy, drive and debug Android apps: Gradle, emulators, adb, logcat, UI automation MCP serverGitHub-verified authorLocal · npm | 1 | MIT | ||
| io.github.jmshinhwa/maui-ios-submission-gate Reads a .NET MAUI app's iOS Info.plist and Entitlements.plist and names every App Store Review 5.1.1 MCP serverGitHub-verified authorLocal · npm | 1 | — | ||
| io.github.jmshinhwa/play-declaration-gap-lint 15 checks that name every Play Console declaration your manifest opens MCP serverGitHub-verified authorLocal · npm | 1 | — | ||
| io.github.jmshinhwa/play-release-blocker-lint Finds the lines that make Google Play reject your release - target API below 36, Billing Library bel MCP serverGitHub-verified authorLocal · npm | 1 | — | ||
| io.github.jmshinhwa/privacy-manifest-lint Checks PrivacyInfo.xcprivacy and your C#, Dart, JS, Swift and Kotlin source for Apple required-reaso MCP serverGitHub-verified authorLocal · npm | 1 | — | ||
| io.github.risyadul/lionscope Android profiler and Layout Inspector: CPU, memory, frames, stalls, layouts, network, logcat MCP serverGitHub-verified authorLocal · npm | 1 | Apache-2.0 | ||
| Mobilebox: Cloud phones for your agents A mobile sandbox for every agent: cloud Android phones over MCP, ready in ~20 s, $0.01/min. MCP serverVerified domain · mobilebox.devRemoteSign-in needed | 1 | MIT | ||
| AgentCloud — Hosted iOS Simulator MCP Build, run, and inspect iOS apps in disposable hosted Simulators from cloud coding agents. MCP serverVerified domain · agentcloud.soRemoteSign-in needed | — | — | ||
| ai.robomart/robomart Driverless delivery. MCP serverVerified domain · robomart.aiRemote● LiveAPI key needed | — | — | ||
| Ailis Ailis (アイリス): put to-dos from an AI chat on your iPhone lock screen as a card. MCP serverVerified domain · ailis.honeycomb-tech.comRemoteDown | — | — | ||
| Android Viewer Drive Android emulators: screenshots, taps, swipes, keys, text, rotation and foldable postures. MCP serverGitHub-verified authorLocal · npm | 0 | MIT | ||
| AndroidMCP Framework MCP server and CLI for Android development and change-aware Android and Flutter testing workflows. MCP serverGitHub-verified authorLocal · npm | 0 | MIT | ||
| anylocale Localize iOS and Android apps: coverage, missing strings, glossary-aware AI drafts and file sync. MCP serverVerified domain · anylocale.comRemoteSign-in needed | — | — | ||
| App Console: Google Play, App Store Connect, AdMob Google Play Console, App Store Connect and AdMob via official APIs: releases, reviews, vitals, ads MCP serverGitHub-verified authorLocal · Docker | 0 | MIT | ||
| App Store & Google Play Read-only access to App Store Connect and Google Play: apps, releases, and reviews. MCP serverGitHub-verified authorLocal · npm | 0 | MIT | ||
| App Store and Google Play Top Charts Top Free, Paid and Grossing app charts by country for the App Store and Google Play, with rank moves MCP serverGitHub-verified authorRemoteSign-in needed | 0 | MIT | ||
| App Store Trends MCP App Store and Play downloads and charts over time, Android uses bundle ID. Free key at trendsmcp.ai MCP serverVerified domain · trendsmcp.aiRemoteDown | 0 | MIT | ||
| AppForShare Share iOS and Android test builds: upload, install links, testers, store readiness and releases. MCP serverVerified domain · appforshare.ioLocal · npm | 0 | MIT | ||
| Applyra App Store Optimization data for AI agents: keyword ranks, scores, competitors, charts MCP serverVerified domain · applyra.ioLocal · npm | 0 | MIT | ||
| AppScreenshoot MCP Read-only MCP for App Store and Google Play screenshot templates and current size requirements. MCP serverGitHub-verified authorRemote● LiveFree to try | 0 | MIT | ||
| AppSigma Account Your AppSigma workspace for agents: tracked apps, keyword positions, competitors, review insights. MCP serverVerified domain · appsigma.ioRemoteSign-in needed | — | — | ||
| AppSigma App Store Data App Store data for agents: app metadata, reviews, chart rankings, prices, in-app purchases. MCP serverVerified domain · appsigma.ioRemoteSign-in needed | — | — | ||
| AppTail – ASO & Keyword Research App Store keyword rankings, competitors, markets, reviews and analytics for iOS apps, from your AI. MCP serverVerified domain · apptail.ioRemote● LiveAPI key needed | — | — | ||
| BDK Native Turn a web app from Lovable, Bolt, Replit, Base44, Bubble or any stack into iOS and Android apps. MCP serverVerified domain · thebdk.comRemote● LiveAPI key needed | — | — | ||
| BetaDrop Publish iOS and Android builds to testers and manage share links from an AI coding agent. MCP serverGitHub-verified authorLocal · npm | 0 | MIT | ||
| brickproof-adb Maintain your own Android devices and TV boxes over ADB with dry runs, guards and rollback MCP serverGitHub-verified authorLocal · npm | 0 | MIT | ||
| Ceraph MCP server for agent-driven React Native and Expo development and mobile testing MCP serverVerified domain · ceraph.devLocal · npm | — | — | ||
| ClearedToShip Scan iOS and Android project files for common App Store and Play review issues over MCP. MCP serverVerified domain · clearedtoship.devRemoteSign-in needed | — | — | ||
| cmpose Generate Compose Multiplatform apps, Unity games and Ktor backends locally from tested templates. MCP serverGitHub-verified authorLocal · npm | 0 | MIT | ||
| com.clauxel.androidcliagentgate/androidcliagentgate-mcp Remote MCP for Android CLI agent build gate, structured receipts, audit logs, and reviewer-ready evi MCP serverVerified domain · androidcliagentgate.clauxel.comRemoteDown | 0 | MIT | ||
| com.shonanfarm/sukimalabo-tester みんなのテスター（スキマラボ）公開情報MCP。Google Playクローズドテストのテスター集めを支援する相互テストコミュニティの情報を提供する。 MCP serverVerified domain · shonanfarm.comRemote● LiveFree to try | — | — | ||
| Connect IQ MCP MCP server for Garmin Connect IQ developers: store portal, SDK builds, simulator. Read-only default. MCP serverGitHub-verified authorLocal · MCPB | 0 | MIT | ||
| ConnectIQ MCP Server MCP server for Garmin ConnectIQ SDK documentation and resources MCP serverGitHub-verified authorLocal · npm | — | — | ||
| Corenna From GitHub repo to signed Android or iOS app: add, check, sign, build and download, from chat. MCP serverVerified domain · corenna.devRemoteSign-in needed | — | — | ||
| Derived Inspect and safely clean local Xcode, Simulator, and XCTest storage. MCP serverGitHub-verified authorLocal · MCPB | 0 | MIT | ||
| Devoria MCP iOS and Android store checks for Claude: review pre-checks, rejections, paywall, listings, prices. MCP serverVerified domain · devoria.frRemoteSign-in needed | — | — | ||
| doublespeed — Xcode as an API Build, test and run iOS apps on a remote Mac from any machine. XcodeBuildMCP-compatible tools. MCP serverVerified domain · doublespeed.aiLocal · npm | 0 | — | ||
| DroidAgentKit Local-first Android development MCP: Gradle, adb, logcat, lint, crash triage, Perfetto, visuals. MCP serverGitHub-verified authorLocal · npm | — | — | ||
| droidprobe Read-only MCP server to inspect an Android device over ADB: hardware, packages, permissions, logs. MCP serverGitHub-verified author | 0 | MIT | ||
| Emuluxe Launch and verify high-fidelity mobile simulations from an AI agent. MCP serverGitHub-verified authorLocal · npm | — | — | ||
| Execute apple-vision-pro-optimizer-mcp Premium agentic endpoint for apple-vision-pro-optimizer-mcp. MCP serverBulk publisher · 375 entriesGitHub-verified authorRemote● Live | — | — | ||
| Execute ar-kit-blendshape-mcp Premium agentic endpoint for ar-kit-blendshape-mcp. MCP serverBulk publisher · 375 entriesGitHub-verified authorRemote● Live | — | — | ||
| Execute ar-plane-detector-mcp Premium agentic endpoint for ar-plane-detector-mcp. MCP serverBulk publisher · 375 entriesGitHub-verified authorRemote● Live | — | — | ||
| Flutter Lamp Live runtime data from a running Flutter app: exceptions, logs, network, frames, diagnosis. MCP serverGitHub-verified authorLocal · npm | 0 | MIT | ||
| FlutterGo Create, edit, preview, and build Flutter apps via FlutterGo.AI cloud MCP (OAuth). MCP serverVerified domain · fluttergo.aiRemoteSign-in needed | — | — | ||
| Home Screen Organizer Arrange iPhone Home Screen apps, folders, widgets and the App Library from your Mac. MCP serverGitHub-verified authorLocal · MCPB | 0 | MIT | ||
| Invi Labs: control real iPhones Let your AI agent control real iPhones: screenshots, tap, swipe, type and open apps. MCP serverVerified domain · invilabs.ioRemoteSign-in needed | — | — | ||
| io.github.Aelindra/mobile-agent-harness Android device automation for AI agents: MCP server, CLI, and plugin runtime over adb. MCP serverGitHub-verified author | 0 | MIT | ||
| io.github.CyberMax-tools/app-reviews App Store + Google Play reviews with per-app complaint summary for agents. MCP serverGitHub-verified authorRemoteSign-in needed | — | — | ||
| io.github.dockndevai/mcp-android Control Android devices over ADB from AI agents — safe-by-default, read-only by default, audited. MCP serverGitHub-verified authorLocal · npm | 0 | MIT | ||
| io.github.FlywheelStudio/ulink Deep linking for iOS, Android, Flutter & React Native. Firebase Dynamic Links alternative. MCP serverGitHub-verified authorLocal · npm | 0 | MIT | ||
| io.github.hkturtco/qrfile Send files automatically to Android over Wi-Fi, or share one-time HTTPS links and QR codes. MCP serverGitHub-verified authorLocal · PyPI | — | — | ||
| io.github.LeonTing1010/haplane 鸿蒙 HAP 签名部署 MCP：面向鸿蒙应用开发者，真机调试一键签装，也走华为邀测/上架。中性工具+可订阅源，本地 stdio。 MCP serverGitHub-verified authorLocal · npm | 0 | MIT | ||
| io.github.namyunsu/crewdroid Light Android emulators for AI agents: text screen outline, per-device network, battery, location. MCP serverGitHub-verified authorLocal · npm | 0 | MIT | ||
| io.github.rizwanqsf-sketch/apkbuild APKBuild.org services: convert websites to Android APK/.aab and AI voiceover MP3. MCP serverGitHub-verified authorRemote● LiveFree to try | — | — | ||
| io.github.ryuamarines/app-store-version Checks current App Store version by bundle ID. x402 payment required (testnet USDC). MCP serverGitHub-verified authorRemote● Live | — | — | ||
| io.github.terminalis/appcraft Deterministic Android app compiler — agents write a YAML model, the compiler emits the native app. MCP serverGitHub-verified authorLocal · npm | — | — | ||
| io.github.vladkarpman/device-manager-mcp MCP server for fast Android device interaction with scrcpy acceleration (~50ms latency). MCP serverGitHub-verified authorLocal · PyPI | — | — | ||
| io.github.vladkarpman/screen-buffer-mcp MCP server for fast Android screenshots via scrcpy frame buffer (~50ms latency). MCP serverGitHub-verified authorLocal · PyPI | — | — | ||
| io.github.Yercko/devilge Android/KMM MCP server: logcat, ADB device control, Compose previews, network, Maestro flows. MCP serverGitHub-verified authorLocal · npm | 0 | MIT | ||
| KeyboardExtAX Accessibility snapshots and tap coordinates for active third-party iOS keyboards in Simulator. MCP serverGitHub-verified authorLocal · PyPI | 0 | MIT | ||
| Kotzilla Production runtime data for Android and KMP apps (startup, ANRs, slow screens) for coding agents MCP serverVerified domain · kotzilla.ioRemoteSign-in needed | — | — | ||
| macbox A real Mac for your agent: build, test, run, and tap through iOS apps on the simulator. MCP serverGitHub-verified authorLocal · npm | 0 | MIT | ||
| MCP Appium - Mobile Development and Automation Server MCP server for Appium mobile automation on iOS and Android devices with test creation tools. MCP serverGitHub-verified authorLocal · npm | — | — | ||
| MCP Appium - Mobile Development and Automation Server MCP server for Appium mobile automation on iOS and Android devices with test creation tools. MCP serverGitHub-verified authorLocal · npm | — | — | ||
| MIUI Decrypt MCP Decrypt .lsa/.lsav files from Xiaomi devices. Upload, status, download, pricing. MCP serverGitHub-verified authorRemoteSign-in needed | — | — | ||
| Mobdev Mac app that lets AI agents drive iPhones, iOS simulators and Android: tap, type, install, logs. MCP serverGitHub-verified author | 0 | MIT | ||
| Mobilerun Let AI agents control Android and iOS devices on Mobilerun Cloud: screen, input, apps, workflows. MCP serverGitHub-verified authorRemoteSign-in needed | — | — | ||
| NativeExpress Scope a mobile app to a first version, start from a free Expo template, and pass store review. MCP serverVerified domain · www.native.expressRemote● LiveFree to try | — | — | ||
| NoMac Simulator Cloud iPhone Simulators for AI agents: build the Xcode project, read the screen, tap by label, test. MCP serverVerified domain · nomac.appRemoteSign-in needed | — | — | ||
| Nomid MDM Manage Android and VR device fleets: policies, kiosk mode, device commands and enrollment QR codes. MCP serverVerified domain · nomidmdm.comRemote● LiveAPI key needed | — | — | ||
| Orcool Studio MCP AI tools for mobile app ad production: concepts, avatars, video rendering, performance feedback. MCP serverGitHub-verified authorRemoteSign-in needed | 0 | — | ||
| Paydirt Agent-native installer and control plane for Paydirt iOS feedback MCP serverGitHub-verified authorLocal · npm | 0 | MIT | ||
| PeekPanda Hosted iOS app intelligence and creative research MCP server. MCP serverGitHub-verified authorRemoteSign-in needed | 0 | MIT | ||
| PGYER Upload Android, iOS and HarmonyOS apps to PGYER and manage their apps and versions. MCP serverGitHub-verified authorLocal · npm | 0 | MIT | ||
| PlayTesterHub Google Play closed testing: order 12 real Android testers for 14 days and follow the test. MCP serverVerified domain · playtesterhub.comRemoteSign-in needed | — | — | ||
| Ploa Ship apps for iPhone, iPad, Mac, Apple TV, Vision Pro and Android to the App Store and Google Play MCP serverVerified domain · ploa.devLocal · npm | — | — | ||
| PocketShare Rent a real Android phone: install your build, see the screen, tap, type and read Logcat. MCP serverVerified domain · pocketshare.ioRemoteSign-in needed | — | — | ||
| PreviewAPK Give your AI agent a real cloud Android phone: push APKs, drive it, get screenshots and logs. MCP serverGitHub-verified authorLocal · MCPB | 0 | MIT | ||
| Quash — Mobile App Automation Drive Android & iOS mobile-app automation from your AI agent on locally connected devices. MCP serverGitHub-verified authorLocal · MCPB | 0 | — | ||
| Routine Run Read, start and move the routines on your iPhone; suggest changes you approve on the phone. MCP serverVerified domain · routinerun.comRemoteSign-in needed | 0 | MIT | ||
| Routine Run: write a routine Write a step-by-step routine and get a link that opens it in Routine Run on iPhone. No sign-in. MCP serverVerified domain · routinerun.comRemote● LiveFree to try | 0 | MIT | ||
| SDK Release Kit Build and ship mobile SDK demo apps and packages to a shared folder, Google Play and TestFlight. MCP serverGitHub-verified authorLocal · PyPI | 0 | MIT | ||
| Tapcart Tapcart analytics, App Studio blocks and components, and push campaigns for your mobile app. MCP serverVerified domain · tapcart.comRemoteSign-in needed | — | — | ||
| TapTry Upload Android apps for a link anyone can run in a browser, and test them on a cloud Android device. MCP serverGitHub-verified authorLocal · npm | 0 | MIT | ||
| Twinr Manage your Twinr iOS and Android apps by asking: builds, app icon, launch screen and docs. MCP serverVerified domain · twinr.devRemoteSign-in needed | — | — | ||
| Ubriot Build, sign, submit and roll back React Native and Expo releases from an AI assistant. MCP serverVerified domain · ubriot.devLocal · npm | — | — | ||
| xcode Work with Xcode projects from Claude Code: build, run, and test schemes, render SwiftUI previews, drive simulators and devices, read build logs and di PluginAnthropic marketplace | — | — |
Filters apply to the top 292 of 292 tools by stars. Full list for agents: dev-mobile.json