Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Drive an Android emulator or device over adb: screenshot, inspect UI, tap, type, build and test.
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.
필요한 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": {
"adb": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/iksnerd/adb-mcp:0.24.6"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add adb -- docker run -i --rm ghcr.io/iksnerd/adb-mcp:0.24.6프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"adb": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/iksnerd/adb-mcp:0.24.6"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"adb": {
"type": "stdio",
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/iksnerd/adb-mcp:0.24.6"
]
}
}
}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.
이 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 7일 점검
레지스트리 이름이 GitHub 계정 iksnerd 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(0.24.6)은 어제 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Docker도 있어야 해요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, Starreel
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.
Turn a script into a finished, downloadable short-drama episode — via MCP or REST.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
An [MCP](https://modelcontextprotocol.io) server that drives Android emulators and devices over `adb`
Boot an AVD, screenshot, read the UI hierarchy, tap/swipe/type, set a device lock, read logcat, run Gradle builds and tests. 80 tools, from Claude Code, Cursor, VS Code, or any MCP client over stdio.
It is the Android counterpart to XcodeBuildMCP, built on the official Go MCP SDK.
describe_ui → tap_on_text → screenshot, driven live against a real emulator (emulator-5556), showing the actual tool calls and their actual output.
Android is a trademark of Google LLC.
adb-mcpis an independent, unofficial
tool built for Android and is not affiliated with, sponsored, or endorsed by Google.
The Android robot above is reproduced/modified from work created and shared by
Google and used according to terms described in the
Driving Android by hand means a long runbook of raw adb commands, and it is easy to get wrong (stale tap coordinates, CRLF-corrupted screenshots, forgetting exec-out, guessing coordinates off a downscaled image). This server bakes that knowledge into its tools, so the agent doesn't have to relearn it:
exec-out screencap (no CRLF corruption) and are auto-downscaled so the image reader accepts them.describe_ui returns each element's center in true device pixels (so taps land where you mean them to, no guessing off the image) and retries the transient "could not get idle state" failure on its own.The workflow itself ships as readable resources the agent can pull up mid-task (the observe→act loop, native PIN/lock handling, crash triage, see below) instead of relearning them each session.
platform-tools (adb) and emulator. The server finds it via $ANDROID_HOME / $ANDROID_SDK_ROOT, else the platform default (~/Library/Android/sdk on macOS). If your MCP client launches the server without those set, pass --sdk /path/to/sdk in the client config's args (the server then exports it, so Gradle finds the SDK too). doctor prints the location it resolved.Go is not required: releases ship prebuilt binaries, and it's only needed to build from source.
On macOS/Linux:
curl -fsSL https://raw.githubusercontent.com/iksnerd/adb-mcp/main/install.sh | sh
The script (install.sh) picks the right archive for your OS/architecture, verifies its SHA-256 against the release's checksums.txt, and installs to ~/.local/bin (override with BIN_DIR=...; pin a version with VERSION=v0.24.3).
Prefer to grab the binary yourself? Every platform's archive (macOS, Linux, and Windows, amd64 and arm64) is on the Releases page, each with a checksum in checksums.txt. On Windows, download the windows_amd64 or windows_arm64 zip and put adb-mcp.exe somewhere on your PATH.
Once installed, stay current with the built-in updater. It fetches the latest release, verifies its checksum, and swaps the binary in place:
adb-mcp update
The registration below launches the server by the bare name adb-mcp, so it must be on your $PATH (which adb-mcp should resolve; the installer warns if ~/.local/bin isn't on it). Otherwise point the client at the absolute path to the binary instead.
Claude Code:
claude mcp add adb -- adb-mcp
(When working inside this repo itself, the bundled .mcp.json is picked up automatically, no registration needed.)
Or install as a plugin, which registers the server and adds a skill per driving guide:
claude plugin marketplace add iksnerd/adb-mcp
claude plugin install adb-mcp@adb-mcp
Register the server one way, not both. claude mcp add and the plugin each register it, under different names (adb and plugin:adb-mcp:adb), so using both gives a session two copies of all the tools and no clear one to call. If you added it with claude mcp add and then install the plugin, remove the first (claude mcp remove adb).
For Codex, the same plugin ships in Codex's manifest shape:
codex plugin marketplace add iksnerd/adb-mcp
codex plugin add adb-mcp@adb-mcp-plugins
The Claude plugin starts the server with node, which downloads the build for your machine from the GitHub release on first run and checks it against a pinned SHA-256, so it needs Node on your PATH but not step 2. The Codex plugin still expects adb-mcp on your PATH from step 2. What the plugin runs and sends is in docs/PRIVACY.md.
Cursor / VS Code: one-click install (assumes adb-mcp is on your PATH from step 2):
Any other client (Windsurf, Codex, …): run adb-mcp over stdio. The usual config shape:
{
"mcpServers": { "adb": { "command": "adb-mcp" } } }
To confirm it's wired up, ask your agent to "boot an emulator and take a screenshot".
The module pins toolchain go1.26.10; a Go 1.26 install downloads that patch itself the first time you build.
make install # builds ./bin/adb-mcp and copies it to ~/.local/bin
go build -o bin/adb-mcp ./cmd/adb-mcp
go install github.com/iksnerd/adb-mcp/cmd/adb-mcp@latest
80 tools across ten areas. Every device-facing tool takes an optional serial (adb -s). Omit it with one device attached, or pass one from list_devices with several. Full reference: docs/TOOLS.md.
adb_reverse port forwarding (Metro!)screenshot to see (works on multi-display foldables, pick a panel with display), describe_ui for true-pixel element centers, with the focused top window (spot a biometric prompt, or the wrong app entirely, occluding your target via optional package), filter/query/compact modes, and a hidden-node count so absence is trustworthy; render_stats counts the real view tree and frame health, which the viewport-scoped describe_ui cannottap_on_text/tap_element (id-addressed), swipe, drag, long-press, type, key combos, PIN pads, wait, run_sequence (batch steps + guards in one call, which keeps native-timer flows from being perturbed by per-step round-trips); opt-in verify_change tells you whether a tap/key actually changed the UI; opt-in via_accessibility on tap_on_text/tap_element (EXPERIMENTAL) dispatches a real accessibility click for native views a coordinate tap can't reach, see bridge/README.mdhas_biometric_enrolled + fingerprint_touch/finger_remove to satisfy a BiometricPrompt on the emulatorsend_sms (OTP/2FA), phone_call, set_battery (also works on real devices via dumpsys), cellular (roaming/weak-signal/throttled), set_sensor (accelerometer/light/…), rotate_screen, avd_snapshot, driving the emulator's console-only panel that describe_ui can't seeget_app_details (version and launcher activity of an installed app, or of a local APK via apk_path with no device), app_state (running pid(s) + Metro-vs-embedded bundle), launch_dev_client (Expo dev build → Metro, skipping the Dev Launcher), reload_app/open_dev_menu, clear data, permissions, deep links, push/pull fileslogcat (substring/priority/tag filters, since time window, opt-in redact to mask tokens/passwords/API keys before output), clear_logcat, last_crash, screen recordingstay_awake (stop a doze-happy screen blanking your screenshots), doctorassembleDebug, unit tests, instrumented tests, JVM unit-test coverage via JaCoCo (get_coverage_report/get_file_coverage), task + variant + module discovery (list_gradle_variants/list_gradle_projects), scaffold_android_project, one-shot build_and_run. Builds return a compact summary (status, error count, first errors, APKs) with the full redacted log on disk, and gradle_build background=true plus build_status keep a multi-minute build from holding the call openproject_dir/serial once (session_set_defaults) so a multi-module/multi-flavor project or multi-device session doesn't need them repeated on every callThe driving know-how itself ships as six MCP resources (android://guide/*) the client can list and read. See docs/TOOLS.md for the URIs, or jump straight to android://guide/driving for the core loop below.
observe → locate → act → re-observe. screenshot to see, describe_ui to get true-pixel centers, tap/tap_on_text/swipe/input_text to act, then screenshot again to confirm. Read android://guide/driving for the full loop and the gotchas that waste turns.
make check # go vet + go test + doc-count check (unit tests need no emulator)
make run # run over stdio for manual JSON-RPC poking
Layout:
cmd/adb-mcp/main.go entry: subcommands (update/version) or serve MCP over stdio
internal/tools/ thin MCP tool bindings internal/adb/ the device layer: an adb.Client whose methods are the commands internal/gradle/ host-side Gradle: builds (summary, log, background jobs), secret redaction, test and coverage reports internal/uiauto/ pure uiautomator-hierarchy model + parsing (unit-tested) internal/sdk/ resolves the Android SDK (adb/emulator paths, PATH env) internal/concurrent/ RunAll/RunIndexed: fan out independent I/O calls, join, done internal/guides/ the skill guides, embedded and served as MCP resources internal/selfupdate/ the adb-mcp update release fetch/verify/swap internal/bridgeupdate/ the `adb
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