These MCP servers and clients connect an AI assistant to Android, or mention it in their description or GitHub topics. MCP Harbor lists 155 of them; the most starred are quasar (★27,205), flet (★17,421) and docker-android (★16,011).
80% open source · mostly Python, JavaScript, TypeScript · 104 updated in the last 30 days · fastest this week: openGym (+2,266 stars)
quasarframework · JavaScript
Quasar Framework - Build high-performance VueJS user interfaces in record time
flet-dev · Python
Build realtime web, mobile and desktop apps in Python only. No frontend experience required.
budtmo · Python+28 stars this week (+0.2%)
Android in docker solution with noVNC supported, video recording, mcp server and AI-agent
DuarteSantos8 · JavaScript+2,266 stars this week (+17.3%)
Open-source gym & body-weight tracker, now in the App Store (iPhone + Apple Watch) and as an Android APK. Plan routines, log workouts, see which muscles are trained, import from Strong/Hevy/FitNotes. Self-host it or use it on the phone alone.
google · Python+2,067 stars this week (+17%)
ARTEMIS turns natural-language instructions into reliable Android automation. It automates end-to-end workflows, captures logs, and integrates seamlessly with AI coding assistants such as Antigravity, Codex, and Claude Code. It also achieves 99%+ success rate on AndroidWorld Benchmark.
mobile-next · TypeScript+246 stars this week (+2.5%)
Model Context Protocol Server for Mobile Automation and Scraping (iOS, Android, Emulators, Simulators and Real Devices)
droidrun · Python+69 stars this week (+0.7%)
Automate your mobile devices with natural language commands - an LLM agnostic mobile Agent 🤖
firerpa · Python+33 stars this week (+0.4%)
Android Full-Stack Device Control Platform: WebRTC/H.264 remote desktop, UI/OCR/image-matching automation, one-click MITM, built-in Frida, proxy/VPN/frp/P2P networking, MCP/Agent, 160+ APIs, designed for multi-device clusters and engineered deployments.
zhkl0228 · Java+11 stars this week (+0.2%)
Allows you to emulate an Android native library, and an experimental iOS emulation
callstack · TypeScript+68 stars this week (+1.3%)
Mobile app automation and verification for AI coding agents. CLI, MCP server, and typed Node.js API for iOS, Android, HarmonyOS, TV, web, macOS, and Linux.
Manavarya09 · HTML+95 stars this week (+2.2%)
Extract any website's complete design system with one command. DTCG tokens, semantic+primitive+composite, MCP server for Claude Code/Cursor/Windsurf, multi-platform emitters (iOS SwiftUI, Android Compose, Flutter, WordPress), Tailwind v4, Figma variables, shadcn/ui, CSS health audit, WCAG remediatio
joreilly · Kotlin
Kotlin Multiplatform sample with SwiftUI, Jetpack Compose, Compose for Wear, Compose for Desktop, and Compose for Web clients along with Ktor backend.
off-grid-ai · TypeScript
The Swiss Army Knife of Offline AI. Chat, see, speak, and generate images on your phone or Mac — GGUF LLMs, vision, Whisper speech-to-text, Stable Diffusion, tool calling, and local-network servers. Runs on your CPU, GPU, or NPU. No account, no API key, zero data leaves your device.
textbee · TypeScript+14 stars this week (+0.4%)
Open-source SMS gateway. Turn your Android phone into an SMS API: send and receive SMS from your apps over REST and webhooks. Self-hostable, with a free hosted plan.
TNT-Likely · Dart
Local-first bookkeeping for iOS/Android/Web · Self-hosted cloud + iCloud/WebDAV/S3 sync · AI capture · MCP | 本地优先的跨端记账 · 自建云 + iCloud/WebDAV/S3 同步 · AI 记账 · MCP
nano-muse · Swift
nanoMuse: an open-source personal agent for every device you own. One agent with a name and a look of its own that does things, keeps working while the app is closed, remembers you, and asks before anything you cannot undo. On Android, iPhone and iPad, Windows / macOS / Linux and in the browser; you
skalesapp
Personal AI agent for macOS, Windows, Linux, Android & iOS. Set a goal, it works alone: coding (Skales Code), desktop + browser automation, autonomous scheduled Tasks. Teams of agents and humans across paired desktops. Agent2Agent, MCP, computer use, voice, local LLMs (Ollama), Agent Skills (SKILL.m
zhitongblog · TypeScript+64 stars this week (+5%)
A markdown editor — and the bridge to your LLM. Local-first, MIT, ~15 MB. Bundled MCP server lets Claude Code / Codex / Cursor drive your vault directly. 14 AI providers BYOK.
sceneview · Kotlin
3D & AR SDK for Android (Jetpack Compose + Filament), Apple (SwiftUI + RealityKit), Web, Flutter and React Native. Opens glTF/GLB, 3MF, STL, OBJ and PLY on Android and USDZ on Apple, at real size in AR. Assistant-ready: in-repo MCP server, AGENTS.md and llms.txt — no assistant-specific setup.
LING71671 · Python+25 stars this week (+2%)
Open-source AI reverse-engineering agent platform and MCP server for Ghidra, Frida, x64dbg and Rizin — automated PE/APK/binary analysis, CTF and malware research, with 100+ MCP tools and a 194-article runnable knowledge base.
jo-duchan · TypeScript
Self-hosted iOS & Android simulator streaming for the whole team
dungngminh · Dart+10 stars this week (+0.8%)
Utilities for Android emulators, iOS simulators and real devices: launch, stream, control, record and automate them from a desktop app, TUI and CLI
JetBrains · JavaScript
A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm, WebStorm, etc. Also, works with Android Studio
jegly · Kotlin+20 stars this week (+2.2%)
The most advanced, fully offline client-side AI suite on Android today.
CursorTouch · Python+6 stars this week (+0.7%)
MCP Server for interacting with Android Devices.
zinja-coder · Python+7 stars this week (+0.9%)
MCP server for JADX-AI Plugin
minhalvp · Python
An MCP server that provides control over Android devices via adb
danielealbano · Kotlin
An MCP Server for Android running on the phone, optmized for token usage, supports also files downloads and cloudflare and ngrok automated tunnelling.
Buoy-gg
Devtools that live in your React Native app. And answer to your agent. 25+ tools · desktop dashboard · MCP server for AI agents
zinja-coder · Python
A MCP Server for APK Tool (Part of Android Reverse Engineering MCP Suites)
joreilly · Jupyter Notebook
Fantasy Premier League Kotlin/Compose Multiplatform sample
joreilly · Kotlin
Galway Bus Kotlin Multiplatform project using Jetpack Compose and SwiftUI
hyperb1iss · Python
Control your Android devices with AI using Model Context Protocol
pinganbbOvO · JavaScript
给你的 AI 一副身体,和一点人味 —— 会记事、会看场合的 QQ 陪聊 + 能控制安卓手机的 MCP
ghost-in-the-droid · Python
Open-source framework to drive a real phone with AI agents: Android over ADB, iPhone over WebDriverAgent, 62 MCP tools, Python skills, a Vue dashboard, and swappable local or cloud LLMs
ai-dashboad · Dart+5 stars this week (+1.3%)
AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero config. Works with Claude, Cursor, Windsurf, Copilot. Test Flutter, React Native, iOS, Android, Web, Electron, Tauri, KMP, .NET MAUI — all from natural language.
MAA-AI · Python
基于 MaaFramework 的 MCP 服务器 为 AI 助手提供 Android 设备和 Windows 桌面自动化能力
ahmedeltaher · Python
Azan + Prayer Time + MCP + AI Agents + Islamic + Salah + A lightweight MCP library to calculate prayer times and trigger Azan with a single tool call. If you’re building an AI agent or prayer application, there’s no need to deal with astronomical calculations, timezones, or edge cases again.
AlexGladkov · TypeScript
MCP server for mobile and desktop automation — Android (via ADB), iOS Simulator (via simctl), and Desktop (Compose Multiplatform). Like Claude in Chrome but for mobile devices and desktop apps
joreilly · Kotlin
Kotlin/Compose Multiplatform project to show climate related emission data from https://climatetrace.org/data.
KnifeLemon · Go
Android automation from code. Test your apps on real phones, script the tasks you repeat, run a shelf of phones, or let an AI agent use one, from Python, Node.js, the CLI, HTTP or Appium clients. No ADB, no USB cable, no root.
jieapi · Kotlin
在 Android 上运行的 AI 编程 Agent,内置 Linux 终端与代码编辑器,支持 MCP 协议扩展。
niki914 · Kotlin
Open-source BYOK AI agent for Android. Full phone control, native Shell & Python 3, with Skills and MCP support. Built with Material 3 Expressive. Works via Shizuku (root optional). Bring any provider: OpenRouter, Ollma, and more.
1600822305 · TypeScript
AetherLink is a cross-platform AI assistant application that supports multiple mainstream AI models (OpenAI, Google Gemini, Anthropic Claude, Grok, etc.). Built with React, TypeScript, and Capacitor, it delivers a seamless conversational experience. Key features include customizable model configurat
MobAI-App · TypeScript
AI-powered mobile device automation for Android and iOS devices, emulators, and simulators
hao-cyber · Python
A phone control plugin for MCP that allows you to control your Android phone through ADB commands to connect any human
zhizhuodemao · Python
基于 MCP 的 Android 抓包服务,让 AI 助手通过自然语言分析网络请求。
LSPosed · Python
SQL for Android apk and dex files
kggzs · Python
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。
skydoves · TypeScript
An MCP server and CLI packager for official Android skills.
antarikshc · Python
This is a Model Context Protocol (MCP) server that gets answers from your Perfetto Traces. It turns natural‑language prompts into focused Perfetto analyses.
index-login · JavaScript
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.
babelcloud · Go
Cli and MCP for gbox. Enable AI agents to operate Android/Browser/Desktop like human.
fatsnk · Kotlin
Documents repo of ForkSilly. ForkSilly:兼容sillytavern(酒馆)角色卡、世界书、正则、预设、聊天记录的安卓移动端应用;同时也可作为stable diffusion客户端使用。
mekhontsev · Java
Open-source Android workstation: native multi-window desktops, X11/Wayland, Termux and MCP automation. Shroot runs Linux, systemd, Docker and Podman via Shizuku/Shevery without root. Android 14+; managed Desktop 15+.
Xposed-Modules-Repo
Zafiro | 小布换源自定模型 •支持 MCP、Skills、命令运行、无障碍手机控制
1-3-7 · Rust
Static decompiler, deobfuscator, and unpacker for reverse engineering and malware analysis: Python decompiler (3.8-3.15), PyInstaller extractor, PyArmor unpacker, JavaScript deobfuscator (obfuscator.io, JS-Confuser, webpack), Android APK and Java decompiler, .NET deobfuscator, UPX unpacker, Lua, PHP
ZSA233 · Python
Frida 工具包 - 主要面向安卓端逆向,解决frida环境版本管理和对Agent端常用底层工具方法封装,支持MCP。(目前主要由AI开发维护代码)
vectora-foundry · Rust
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.
AbuZar-Ansarii · Dart
PocketStrike is a privacy-first mobile AI workstation. It combines zero-cloud native on-device GGUF inference (ARM NEON accelerated) │ with frontier cloud LLMs, multi-step ReAct agent tools, Model Context Protocol (MCP) servers, self-evolving cross-session memory, and FLUX neural image │ genera
microsoft · TypeScript
AutoGenesis is an AI-powered automated testing framework based on Model Context Protocol (MCP), supporting multiple platforms including desktop applications (Windows/macOS) and mobile applications (iOS/Android).
FuzzySecurity · TypeScript
A Frida MCP server to enable autonomous AI assistance for Android instrumentation
cometchat · TypeScript
CometChat docs search + implementation bundles: add chat, voice, video & moderation to your app through your AI coding agent.
JuanCF · TypeScript
MCP server for Android device control via ADB and scrcpy — gives AI agents vision and control over Android devices
1013503897 · Kotlin
Headless MCP server for Android APK static analysis, built directly on jadx-core. No JADX GUI required.
ghorbelhamdi · Java
A floating chat bubble that lets Claude Code, Codex or OpenCode use your Android phone. Runs inside the app on your own subscription or free models. No adb, no PC, no root.
ggoggam · Kotlin
WebView automation for Kotlin Multiplatform. Run page workflows in an embedded WebView on Android, iOS and desktop, from your app, a test, or an LLM agent over MCP or Koog.
atharvnaik1 · TypeScript
Let your AI Agent review your iOS/Android apps for appstore policy & security bugs with ipaShip's web app, cli, mcp or claude-skill with safety hooks layer any any llm agent you use - loopin fixes in dev stage only no more waits till submissions.
vw2x · Python
Mobile runtime detection workbench for AI (iOS and Android)
mrmike · Python
MCP server for exploring AOSP internals and Jetpack libraries
tunaarikaya · TypeScript
One MCP server, two stores: App Store Connect + Google Play.
AsoBeast · TypeScript
Open source ASO tool and keyword rank tracker for the Apple App Store and Google Play. Self-host with Docker, or use the hosted service. MCP server built in.
mikepenz · Kotlin
Android ADB CLI tool including integrated MCP Server with common adb actions used during development
s4dp4nd4 · Python
Agentic C2-style MCP server for Frida instrumentation on rooted Android and jailbroken iOS.
ateymoori · Swift
Free ADB GUI and Android Emulator control panel for macOS. One click for dark mode, font scale, RTL and pseudo-locales, TalkBack, layout bounds, network speed and GPS: no adb commands. Layout Inspector in dp for any app (Compose and Views) with Figma overlay and TalkBack-order audit. Plus an MCP ser
martingeidobler · TypeScript
MCP server for controlling Android emulators via ADB — screenshots, UI interaction, logcat, and bug documentation for Claude Code
mozarkai · Python
Open-source test automation for Android, iOS, web, smart TV (Android TV, Tizen, webOS) and Bluetooth (BLE) devices. Write tests as CSV/YAML, record them live, or let an AI agent build them over MCP. Self-healing locators: XPath, text, OCR, image.
Rahulec08 · TypeScript
AI-powered mobile automation with Model Context Protocol (MCP) integration. Seamlessly control Android & iOS devices through Appium with intelligent visual element detection and recovery. Built for AI agents like Claude to perform complex mobile testing workflows.
PhoenixHairpin · C++
MCP RE v7.0 — Android逆向工程一体化MCP服务器 | 73个工具 | stackplz eBPF + paradise内存 + radare2静态分析 | ARM64 Root
Nexilume-AI · Python
Nexus — execution infrastructure for AI agents. Host agents in the cloud or behind NAT; let users attach and authorize their own computers and Android phones. Deploy once, work across devices. Python SDK · MCP · Shared run context · Browser, terminal and files · Built-in chat UI · Model routing.
nim444 · 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.
wuyhong715 · Kotlin
RikkaHub Agent · Pure — an Android AI agent that survives long runs. Independent hardening pass on the rikkahub on-device agent: usage ledger & budgets, on-demand tools, expert sub-agents, cold memory, chained workflows. Kotlin/Compose, Shizuku/Termux/MCP. QQ group 1030362371.
SvReenen · Kotlin
Android keyboard with local AI (Ollama, Whisper, MCP) or cloud (Gemini, Groq, OpenAI)
Hybirdss · Python
📺 Control any smart TV with natural language. Play Netflix by name from your terminal. PyPI: stv · MCP server · LG/Samsung/Roku/Android
tanbro · Python
A MCP (Model Context Protocol) server that provides tools for controlling and interacting with Android devices using uiautomator2.
srmorete · TypeScript
An MCP server to use with iOS and Android. Seamlessly maps Native screens and WebViews. Multiple parallel devices supported.
OtaKit · TypeScript
Push updates directly to your Capacitor app without app store reviews.
webdriverio · TypeScript
A Model Context Protocol (MCP) server that enables AI assistants to interact with web browsers and mobile applications using WebDriverIO. Automate Chrome browsers, iOS apps, and Android apps—all through a unified interface.
1405942836 · Python
Appium MCP Server 是一个异步、高性能的移动自动化测试框架,基于 MCP 协议与 Claude/ChatGPT 等 AI 集成,支持 Android/iOS 设备的发现、连接、UI 自动化和系统操作。
termuxgpt · Python
Powerful MCP server for Termux — let AI agents run shell commands on your Android device in real time.
dondetir · Kotlin
🧠 AI-native Android automation via MCP. Give Claude, GPT, Gemini or any AI agent full control over Android — tap, swipe, type, screenshot — with ~6ms latency. 100x faster than Appium. 43 tools. No root required.
stixez · Kotlin
Android SDK and MCP server: 157 tools for calendar, contacts, SMS, files, camera, sensors, notifications and UI automation, for on-device LLMs and MCP clients such as Claude Code and Cursor.
2005selene2005-a11y · Java
Android device bridge for Claude Code via MCP + Shizuku. No root, no model polling.
qorm · Go
Build UI apps with your AI assistant — together, live. An agent-native, cross-platform declarative-UI runtime in Go: describe UI as JSON, let your AI scaffold/edit/verify it over MCP, package for web/iOS/Android/desktop/mini-program.
mikusnuz · TypeScript
Unified MCP server for App Store Connect & Google Play Console — 91 tools for listings, screenshots, releases, reviews & submissions
kao273183 · Python
AI 測試大師 — MCP server driving pytest / Jest / Cypress / Go / Maestro. Analyze, generate, run, advise. Web + Mobile (iOS/Android/BlueStacks).
AnswerZhao · Kotlin
An SDK implementing the MCP with Binder for LLM-to-app communication on Android.
TiagoDanin · TypeScript
MCP plugin to control Android devices via ADB (Android Debug Bridge) for automation, testing, and agent integration.
satyajiit · Kotlin
Control your Android device with AI via MCP (Model Context Protocol)
droidsaw · Rust
Pure-Rust Android decompiler and security-audit suite. DEX → Java, Hermes → JavaScript. Cross-layer taint across the React Native bridge. CycloneDX SBOM + OpenVEX. CLI and MCP. Bytecode is not a security layer.
UnlikeOtherAI · Swift
Debug-only in-app MCP server for iOS/macOS/Android/Flutter/ReactNative. Gives LLM agents Playwright-like control over native apps — UI, state, navigation, and diagnostics over the local network.
Chatway-app
Official Chatway Live Chat MCP server. Connect ChatGPT, Claude, and other AI agents to manage customer support conversations. Chatway offers an AI chatbot, website live chat, WhatsApp, Messenger, Instagram integrations, team inboxes, automation, and iOS & Android mobile apps.
Qtty · Java
A Pure-Java MCP Server for JaDX Android Reverse Engineering Tool
normaltusker · Python
🧠 Kotlin MCP Server for Android app development using OpenAI, Gemini, or OpenRouter. Enables AI-assisted coding via Aider, Gradle build/test integration, Kotlin LSP, and Docker-based portability.
lm060719 · Python
通用逆向分析 KernelSU 模块:手机侧只做原子能力,智能全在 PC 侧(Claude Code + MCP)。仅限授权安全研究与教育用途。
amit-nayar · Python
AI coding agent skills for Android device automation via ADB — screenshots, UI inspection, gestures, app management, and debugging without an MCP server.
amsavarthan · Kotlin
🔌 An Android Studio plugin exposing native Gemini tools as an MCP server. Enable external AI assistants (Claude, Copilot) to call Android-specific tools directly.
infiniV · TypeScript
MCP server for AI-powered UI feedback across React Native, Flutter, and native Android development.
turin-dev · Go
Control an Android device's shell from AI clients through MCP - outbound-only, no root or Shizuku.
dPhoeniixx · Python
JEB MCP Server for Claude Desktop integration. AI-assisted Android APK reverse engineering with decompilation, batch renaming, cross-references, and resource analysis.
us-all · TypeScript
Android MCP server — 75 tools for ADB-based device management, UI automation, logcat, emulator control. Read-only by default.
hsandhu · TypeScript
The `npx serve` of Android Emulators
stag-build · TypeScript
The StoryBook for native mobile applications
autokeren · C++
👻 Ghostfox — the browser that can SEE: Gecko-native agent browser. 71 MCP tools, unhookable a11y/compositor vision, captcha solvers, page_download, Android dial-out, visual QA for AI-built UIs.
pigeek · Python
A Model Context Protocol (MCP) server that provides Android TV remote control functionality to AI assistants and other MCP clients.
hqkh4nh · Java
Java decompiler MCP server for AI coding agents. Explore, search, and decompile JAR, WAR, EAR, and AAR bytecode with CFR, Vineflower, or Procyon.
HalidSaglam · TypeScript
Expert design & marketing knowledge for AI agents — an MCP server for web, iOS, Android & macOS design: UI, UX, SEO, GEO, copywriting, roadmaps & real-world patterns.
blantian · Python
Lanhu Design MCP,读取蓝湖设计稿并导出 Android 优先的 UI 还原上下文
GitHub Actions · JavaScript
Health check for React Native and Expo apps: upgrade blockers, App Store and Google Play rejections, crash risks, security (OWASP MASVS), accessibility and performance, with a step-by-step upgrade plan.
GitHub Actions · JavaScript
Let coding agents verify UI changes on real iOS, Android, and web surfaces, then enforce reviewed proof in deterministic CI.
ikestudios · JavaScript
MCP server for React Native and Expo development
keremturker · JavaScript
MCP server that generates buildable Compose Multiplatform (Android + iOS) projects and Unity game projects locally from any AI agent
autenai · JavaScript
Computer-use MCP server: give Claude Code, Codex, Cursor or any MCP client hands on a real screen: your computer (Mac/Windows/Linux) and your Android phone (beta). Clicks, types and reads the screen, even in apps with no API.
lakpriya1024 · JavaScript
MCP server that lets your AI agent see, use and control the apps on your phone: read the screen as text, tap by label, type, swipe, screenshot, read logs and crashes, on iPhone and Android.
jigarfumakiya · JavaScript
Translate your app with the AI you already use. An MCP server, agent skills and CLI that check every translation before it's written. Android, Apple String Catalogs, gettext, Flutter ARB and JSON.
andrewbro · JavaScript
SplitHub as MCP tools for Claude Code, Cursor and Codex: run A/B experiments on websites and apps, read verdicts, and read analytics, funnels, paths and retention.
i1n · JavaScript
AI localization platform for product and engineering teams. Alternative to Lokalise, Phrase and Crowdin. CLI, SDK and MCP server for i1n.ai.
GitHub Actions · JavaScript
Reverse engineer anything. Port it anywhere. One CLI and MCP server that lets coding agents take apart apps, games, binaries and websites — decompile, trace, compare builds, recon without files — and rebuild or port them to Godot, Unity, Unreal, three.js
GitHub Actions · JavaScript
Android development MCP server: Gradle, adb, logcat, lint, crash triage, Perfetto, emulator control. Thin Node launcher for the DroidAgentKit JVM MCP server — locates the `droidagent` CLI (or a fetched archive), verifies its SHA-256, and spawns `droidagen
alexgladkov · JavaScript
MCP server for mobile, desktop and browser automation — Android, iOS, HarmonyOS Next, Aurora OS, Desktop, and Browser
mmerterden · JavaScript
MCP server for iOS Simulator, Android Emulator and headless web control. 198 tools: device automation (tap/swipe/type), element locators with deterministic e2e assertions, passed/failed/blocked verdicts, failure traces, masked secret typing, record and re
GitHub Actions · JavaScript
MCP server for Dynamsoft SDKs - Capture Vision, Barcode Reader (Mobile/Python/Web), Dynamic Web TWAIN, and Document Viewer. Provides documentation, code snippets, and API guidance.
s1crab · JavaScript
MCP stdio server that gives AI agents (Claude Code, Codex, Cursor) read-only access to Android logcat: background recording, Android Studio filter syntax, crash/ANR grouping, app launch timelines.
GitHub Actions · JavaScript
Always-warm iOS Simulator and Android emulator frames: agents read the screen in ~20ms instead of waiting on screenshots. MCP server + CLI.
shikhkarim · JavaScript
MCP server for Callman: lets Claude Code, Claude Desktop, Cursor, Codex and Gemini CLI manage collections, requests, environments, test scenarios, UI tests (web, Android, iOS) and system-design diagrams in your Callman workspace — cloud or on-prem.
bzzzm · JavaScript
Sonar MCP server — App Store Optimization tools for AI agents (Claude, Cursor, Cline)
GitHub Actions · JavaScript
MCP server that lets AI agents inspect your own PC and Android device read-only with osquery, ClamAV, Wazuh and adb (runs the Python server; needs Python 3.11+)
GitHub Actions · JavaScript
MCP server giving AI agents full read, edit, and run access to Tasker on Android over its HTTP Request event and XML round-trip.
whalebyte · JavaScript
MoBridge MCP — a stdio MCP server exposing on-device Android UIs as fast semantic read / observe / find / act / verify tools plus screenshots. Ships an installer that wires it into Claude Code, Claude Desktop, Cursor and Codex.
levra · JavaScript
Alias for remote-harness-mcp: turn any PC, laptop, server or Android phone into an autonomous execution node for Gemini via native MCP.
geropalombo · JavaScript
Swipium MCP server for mobile QA on local Android Emulators and iOS Simulators: autopilot tests, evidence capture, reports, app maps, and generated test suites.
sameelsummer · JavaScript
Headless JADX Android decompiler exposed as a Model Context Protocol (MCP) server. Single-binary wrapper installable via npx.
GitHub Actions · JavaScript
Local run control plane for people and coding agents: launch, hot-reload, screenshot and check Flutter, web, React Native and native iOS/Android apps.
alexgladkov · JavaScript
All-in-one edition of mcp-devices — the mcp-devices engine plus every platform (Android, iOS, Web, Desktop, Aurora, HarmonyOS) bundled and enabled out of the box. Install this if you want everything in one package; install `mcp-devices` if you prefer a sl
alexgladkov · JavaScript
Meta-package: installs all mcp-devices platform plugins (android, ios, web, desktop, aurora, harmony).
defuj · JavaScript
Multi-stack OpenCode agent toolkit — 33+ specialized AI agents, 200+ skills, 46 commands, 8 MCP servers (Nuxt, React, Node.js, Laravel, CI3, Android, Flutter, DevOps, SEO, SonarQube, and more)
alexgladkov · JavaScript
Android (ADB) platform plugin for mcp-devices.
GitHub Actions · JavaScript
In-app NativeScript devtools agent — exposes a running NS app's view tree + screenshots to the @gjsify/devtools-mcp bridge over the V8 CDP inspector (org.gjsify.Devtools method registry)
thebedcoder
Check, translate and fix app localization files: ARB, iOS strings, Android XML, i18next JSON.
distilled.cx
Drive cloud Android phones on US mobile IPs. Read the screen, tap, type, install apps and run tasks.
www.appcreator24.com
AI app builder and APK maker for Android. Create and edit apps without coding.
battery-snap.com
Real-world Android battery stats from BatterySnap users: device, model and fleet rankings.
bkeller-research
Company domains to Android app data: verified developer match, installs, rating, last update.
hinducalendar.app
Daily panchang, festivals, muhurta and birth details, identical to the HinduCalendar Android app.
gameanalytics.com
Search GameAnalytics docs: Unity, Unreal, iOS, Android SDK and API guides for mobile game analytics.