Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Let AI agents see and control an Android phone over ADB, with safety guards.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
ADB_SERIAL, ALLOW_SHELL, ALLOW_SENSITIVE, SENSITIVE_PACKAGES, RATE_LIMIT_PER_MIN, ADB_PATH필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"android-use": {
"command": "npx",
"args": [
"-y",
"@ghostfacemodz/android-use"
],
"env": {
"ADB_SERIAL": "your-value",
"ALLOW_SHELL": "your-value",
"ALLOW_SENSITIVE": "your-value",
"SENSITIVE_PACKAGES": "your-value",
"RATE_LIMIT_PER_MIN": "your-value",
"ADB_PATH": "your-value"
}
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add android-use --env ADB_SERIAL=your-value --env ALLOW_SHELL=your-value --env ALLOW_SENSITIVE=your-value --env SENSITIVE_PACKAGES=your-value --env RATE_LIMIT_PER_MIN=your-value --env ADB_PATH=your-value -- npx -y @ghostfacemodz/android-use실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"android-use": {
"command": "npx",
"args": [
"-y",
"@ghostfacemodz/android-use"
],
"env": {
"ADB_SERIAL": "your-value",
"ALLOW_SHELL": "your-value",
"ALLOW_SENSITIVE": "your-value",
"SENSITIVE_PACKAGES": "your-value",
"RATE_LIMIT_PER_MIN": "your-value",
"ADB_PATH": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"android-use": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@ghostfacemodz/android-use"
],
"env": {
"ADB_SERIAL": "your-value",
"ALLOW_SHELL": "your-value",
"ALLOW_SENSITIVE": "your-value",
"SENSITIVE_PACKAGES": "your-value",
"RATE_LIMIT_PER_MIN": "your-value",
"ADB_PATH": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
ADB_SERIAL envALLOW_SHELL envALLOW_SENSITIVE envSENSITIVE_PACKAGES envRATE_LIMIT_PER_MIN envADB_PATH env이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 6일 점검
레지스트리 이름이 GitHub 계정 GhostFaceModz 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.2.0)은 17일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Node.js도 있어야 해요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, BankBridge
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Works in any MCP agent, including local models. Read-only bank accounts, spending, investments.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Let AI agents see and control an Android phone over ADB, with safety guards built in.
android-use is a Model Context Protocol (MCP) server. Any MCP-capable app (Claude Desktop, Claude Code, Cursor, Hermes Agent and others) can use it to take screenshots, read the on-screen UI, tap, swipe, type, press keys and launch apps on a real Android device. Since v0.3 it can also run as a remote connector: a private https://…/mcp URL you paste into Claude.ai, ChatGPT, Cursor, LibreChat, Open WebUI or LM Studio.
npx -y @ghostfacemodz/android-use # local (stdio) MCP server
npx -y @ghostfacemodz/android-use setup # guided setup as a remote connector (URL + key)
With a computer (Windows, macOS or Linux):
winget install Google.PlatformTools · brew install android-platform-tools · sudo apt install adb). npx -y @ghostfacemodz/android-use setup
It checks adb, finds your phone (and helps you adb pair / adb connect if needed), creates your own secret token, starts the server, and offers to open a public https:// link through a free Cloudflare quick tunnel (it downloads cloudflared for you). It then prints your connector URL, key and copy-paste configs.
npx -y @ghostfacemodz/android-use start --tunnel.With only the phone (no PC, no root): install Termux and run one command. See [docs/PHONE-ONLY.md](docs/PHONE-ONLY.md).
Just want a local MCP server for Claude Desktop / Cursor? Skip setup and use the stdio configs in Add it to your MCP client.
Formerly `android-adb-mcp`. The tools, environment variables and behaviour are unchanged; only the package name, binary name (
android-use) and MCP server name changed.
⚠️ Read [Safety](#safety) before you connect a phone you care about. An AI with this tool can do anything you could do by tapping the screen.
*Not affiliated with, endorsed by, or sponsored by Google, Android or Samsung. "Android" is a trademark of Google LLC.*
android-use is a small TypeScript wrapper around the adb command-line tool. It talks to your MCP client over stdio (default) or Streamable HTTP (--http, setup, start) and has two runtime dependencies (@modelcontextprotocol/sdk and zod).
Example: *"Open YouTube and search for lo-fi beats."*
current_app → com.sec.android.app.launcheropen_app { package: "com.google.android.youtube" }ui_dump → #4 ImageView [clickable] desc="Search" center=980,140 …tap_element { text: "Search" }type_text { text: "lo-fi beats" }, then key_event { key: "enter" }screenshot to check the resultYou talk to your AI assistant normally. It works out the steps and uses android-use to carry them out on your phone: it looks at the screen (ui_dump, screenshot), acts (open_app, tap_element, tap, swipe, type_text, key_event) and checks the result before moving on. The phone needs to be unlocked.
The full guide, with step-by-step walkthroughs, more prompts and limits for each use case, is in [docs/USE-CASES.md](docs/USE-CASES.md).
Put on a video or stream, start music, open navigation, or set an alarm or timer while your hands are busy.
*Real example:* an assistant connected to a phone over Tailscale and Wireless debugging opened a YouTube channel's newest video, then switched to another channel's live stream, all from a chat message while the owner was away from the phone.
Tips: ask for list_apps if you don't know an app's package name. type_text is ASCII-only, so searches with accents or emoji won't type. More detail →
Clear notifications, check for updates, or run the same daily flow, such as collecting a daily reward. Pair it with an AI agent that can run on a schedule (for example a cron job running Claude Code headless) to make it happen every morning.
swipe from the top edge → tap_element "Clear" → key_event homeopen_app → screenshot → tap_element "Collect" → key_event homeLimits: Google Play is on the sensitive-app list by default (it can make purchases), so use Play's own auto-update instead. Scheduled runs fail if the phone has locked. Respect each app's terms of service: many games and apps ban automation and can suspend accounts for it. More detail →
Use mobile-only features, such as TikTok's editor or Instagram Stories, without a third-party scheduler, because the assistant drives the real app.
ui_dump + swipe)Keep a human in the loop: have the assistant stop on the final screen and send a screenshot, and write or approve captions yourself. Emoji can't be typed. Respect platform rules on automated activity; no bulk liking, following or fake engagement. More detail →
If touchscreens are hard for you, you can control the phone by talking or typing to an AI in plain language, and have it read the screen back using ui_dump (on-screen text) and screenshot (images and anything unlabelled).
key_event back, swipe, key_event volume_down)Be realistic: this complements Android's built-in tools such as TalkBack and Voice Access; it doesn't replace them. Those run on the phone, work offline and work on the lock screen. android-use needs a computer, a connection, an AI service and an unlocked phone, and it's slower. More detail →
Fix a relative's settings from anywhere over Tailscale plus ADB debugging: turn the ringer back on, enlarge the text, or find a missing app icon. Set ADB_SERIAL to their phone so nothing else can be touched.
Always with their consent. They grant access by accepting the "Allow USB debugging?" prompt, and they can switch it off at any time by turning off USB/Wireless debugging or disconnecting Tailscale. Leave the sensitive-app guard on. More detail →
In short: anything you could do by tapping the unlocked screen, the AI can do too, within the limits of what ADB allows and the guards below. This is based on the code in src/; the full breakdown has more detail.
| Can | Can't | Off by default |
|---|---|---|
See the screen (screenshot) | Get past the lock screen or bypass your PIN | Raw shell tool (ALLOW_SHELL=1) |
Read the UI as text (ui_dump) | Root the phone or gain system privileges | Banking, payment, messaging and password apps (ALLOW_SENSITIVE=1) |
| Tap, long-press, swipe | Read apps' private data (chats, databases, saved logins) | Device allowlist: off until you set ADB_SERIAL (recommended) |
| Type text (printable ASCII only) | Do anything when USB and Wireless debugging are off | |
| Press keys (home, back, recents, volume, power, enter…) | Type emoji or non-ASCII text | |
| Open apps, list apps, see the foreground app | Hear or speak on phone calls |
What it can't do, in more detail. It can wake the screen but can't unlock it without your PIN, pattern or password. ADB runs as Android's limited shell user, so it can't root the phone or read other apps' private storage; it only sees what's on screen, and screens that apps mark as secure show up black. If USB and Wireless debugging are off, or the phone hasn't authorised your computer, nothing works.
Safety guards that exist in the code:
list_devices. The first entry is used by default.screenshot, ui_dump, tap, tap_element, swipe, long_press, type_text and most keys are refused while a sensitive app is in the foreground, and open_app won't launch one. Blocked by default: Google Wallet, Samsung Wallet/Pay, PayPal, Venmo, Cash App, Zelle, Coinbase, WhatsApp, Telegram, Signal, Google Messages, Samsung Messages, Messenger and Google Play, plus any package whose name contains bank, wallet, pay, finance, crypto, authenticator, messag, signal, keepass, bitwarden or 1password. Add more with SENSITIVE_PACKAGES. Home, back, recents and power always work. It matches package names, so it's a best-effort heuristic: many banking apps need adding by hand.1, the shell tool isn't registered at all. If enabled, it isn't covered by the sensitive-app guard.120 calls per rolling minute).Revoke access instantly: on the phone, turn off Wireless debugging or USB debugging (or unplug). For a full reset, use Developer options → Revoke USB debugging authorisations, disconnect Tailscale, or restart the phone (which ends adb tcpip sessions).
Recommended safe setup:
ADB_SERIAL to j앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요