Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Android/KMM MCP server: logcat, ADB device control, Compose previews, network, Maestro flows.
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.
DEVILGE_ANDROID_PROJECT_ROOT, DEVILGE_OUTPUTS_ROOT, DEVILGE_DEFAULT_DEVICE_SERIAL, DEVILGE_FLOWS_ROOT, DEVILGE_MAESTRO_BIN_PATH, DEVILGE_ALLOW_FLOW_SCRIPTS, DEVILGE_HTTP_LOG_TAGS, DEVILGE_HTTP_LOG_FORMAT필요한 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": {
"devilge": {
"command": "npx",
"args": [
"-y",
"devilge"
],
"env": {
"DEVILGE_ANDROID_PROJECT_ROOT": "your-value",
"DEVILGE_OUTPUTS_ROOT": "your-value",
"DEVILGE_DEFAULT_DEVICE_SERIAL": "your-value",
"DEVILGE_FLOWS_ROOT": "your-value",
"DEVILGE_MAESTRO_BIN_PATH": "your-value",
"DEVILGE_ALLOW_FLOW_SCRIPTS": "your-value",
"DEVILGE_HTTP_LOG_TAGS": "your-value",
"DEVILGE_HTTP_LOG_FORMAT": "your-value"
}
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add devilge --env DEVILGE_ANDROID_PROJECT_ROOT=your-value --env DEVILGE_OUTPUTS_ROOT=your-value --env DEVILGE_DEFAULT_DEVICE_SERIAL=your-value --env DEVILGE_FLOWS_ROOT=your-value --env DEVILGE_MAESTRO_BIN_PATH=your-value --env DEVILGE_ALLOW_FLOW_SCRIPTS=your-value --env DEVILGE_HTTP_LOG_TAGS=your-value --env DEVILGE_HTTP_LOG_FORMAT=your-value -- npx -y devilge실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"devilge": {
"command": "npx",
"args": [
"-y",
"devilge"
],
"env": {
"DEVILGE_ANDROID_PROJECT_ROOT": "your-value",
"DEVILGE_OUTPUTS_ROOT": "your-value",
"DEVILGE_DEFAULT_DEVICE_SERIAL": "your-value",
"DEVILGE_FLOWS_ROOT": "your-value",
"DEVILGE_MAESTRO_BIN_PATH": "your-value",
"DEVILGE_ALLOW_FLOW_SCRIPTS": "your-value",
"DEVILGE_HTTP_LOG_TAGS": "your-value",
"DEVILGE_HTTP_LOG_FORMAT": "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": {
"devilge": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"devilge"
],
"env": {
"DEVILGE_ANDROID_PROJECT_ROOT": "your-value",
"DEVILGE_OUTPUTS_ROOT": "your-value",
"DEVILGE_DEFAULT_DEVICE_SERIAL": "your-value",
"DEVILGE_FLOWS_ROOT": "your-value",
"DEVILGE_MAESTRO_BIN_PATH": "your-value",
"DEVILGE_ALLOW_FLOW_SCRIPTS": "your-value",
"DEVILGE_HTTP_LOG_TAGS": "your-value",
"DEVILGE_HTTP_LOG_FORMAT": "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.
DEVILGE_OUTPUTS_ROOT envDEVILGE_DEFAULT_DEVICE_SERIAL envDEVILGE_FLOWS_ROOT envDEVILGE_MAESTRO_BIN_PATH envDEVILGE_ALLOW_FLOW_SCRIPTS envDEVILGE_HTTP_LOG_TAGS envDEVILGE_HTTP_LOG_FORMAT 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 Yercko 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.
입력해야 할 값: DEVILGE_ANDROID_PROJECT_ROOT
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(0.2.3)은 6개월 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, FOGA node
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.
A Finch OG Agent cell as an MCP server: read the world, dry-run and take ERC-8414 tenders by policy.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Model Context Protocol (MCP) server that lets an AI assistant — typically Claude — develop, drive, and observe an Android / KMM app end-to-end.
devilge exposes 33 tools that cover the full inner loop: read the project, build it, install it, launch it, drive its UI, capture errors and network traffic, run tests. Anything an LLM coding agent would otherwise have to ask the user to do manually.
| Category | Tools | Purpose |
|---|---|---|
| Device read (8) | list_devices, get_logcat, get_app_errors, inspect_packages, resize_logcat_buffer, get_network_calls, get_compose_preview_source, list_compose_previews | Observe device + project state |
| Project static (3) | get_project_structure, get_compose_previews_tree, run_gradle_task (the latter wraps build-result parsers for kotlinc/javac/ksp errors, JUnit XML, Lint XML) | Inspect Gradle/KMM project + run any Gradle task |
| Device drive (7) | take_screenshot, dump_ui, input_tap, input_text, input_key, input_swipe, set_input_visualization | Manipulate the running app |
| Locators + waits (6) | tap_text, tap_resource_id, set_text, wait_for_text, wait_for_resource_id, wait_for_idle | Semantic UI navigation, no coordinate magic |
| Lifecycle (5) | launch_app, force_stop_app, clear_app_data, install_apk, run_instrumented_tests | Cold-start app, run Espresso tests, fast install |
| Maestro flows (optional) (3) | run_maestro_flow, list_maestro_flows, validate_maestro_flow | Reusable YAML flows for recurring navigation |
| Composition (1) | batch | Chain multiple devilge tools in one round trip |
215 unit tests in Vitest, all green. Strict TypeScript (strict, noUncheckedIndexedAccess).
Hosts that confirm every tool call (Claude Desktop, Cowork) can become noisy when the agent walks through multi-step UI flows. devilge_batch collapses a sequence into a single MCP call so the user approves once for the whole sequence.
// Tap "Settings", wait, screenshot, tap a row, screenshot — one approval.
{ "actions": [ { "name": "devilge_tap_text", "input": { "text": "Settings" } }, { "name": "devilge_wait_for_idle", "input": { "timeoutMs": 5000 } }, { "name": "devilge_take_screenshot" }, { "name": "devilge_tap_text", "input": { "text": "Wallpaper & style" } }, { "name": "devilge_take_screenshot" } ] }
Rules: capped at 20 actions per call; cannot be nested; cannot include destructive tools (devilge_clear_app_data, devilge_install_apk) — those always require their own dedicated prompt; stops on the first error and reports which step failed.
All tools also expose MCP annotations (readOnlyHint, idempotentHint, destructiveHint, openWorldHint). Hosts that respect annotations can auto-approve safe reads and prompt only on state-changing tools.
Clean / hexagonal layering, every concern replaceable in isolation:
src/
├── config/ # Config loading, structured logger, typed errors ├── domain/ │ ├── entities/ # Pure data types │ └── ports/ # Interfaces the application talks to ├── application/ # Use cases — orchestrate ports, no IO of their own ├── infrastructure/ │ ├── adb/ # AdbAdapter, AdbAppController, runners, parsers │ ├── build/ # Gradle adapter + parsers (compile errors, JUnit, Lint) │ ├── maestro/ # Optional Maestro adapter + YAML validator │ ├── network/ # Ktor logcat parser + header sanitizer │ ├── scanners/ # ComposePreviewScanner, ProjectScanner, FileWalker │ └── security/ # PathValidator, CommandSanitizer └── presentation/ └── tools/ # MCP tool definitions (Zod schemas + handlers)
src/server.ts is the *composition root*: it constructs every concrete dependency and wires them into an McpServer. Nothing else in the codebase performs construction.
devilge runs on a developer's machine, exposes mutating tools to an LLM, and shells out to ADB and (optionally) Gradle / Maestro. It assumes the operator connects only to a dev emulator or wiped test device, never a personal device with logged-in apps.
DEVILGE_ANDROID_PROJECT_ROOT or the configured outputs / flows roots. Any escape throws SecurityError.adb, gradlew, maestro) is spawned with shell: false and an argv array. Arguments are never concatenated into strings.CommandSanitizer regex allowlists before reaching argv.DevilgeError subclasses surface their messages. Unexpected exceptions become an opaque INTERNAL_ERROR.Authorization, Cookie, Set-Cookie, X-API-Key and other well-known sensitive headers are redacted from get_network_calls output.runScript: blocks (which execute JS) are rejected unless the operator explicitly sets DEVILGE_ALLOW_FLOW_SCRIPTS=true.The MVP does include write tools (input automation, app install, data wipe, force-stop). These are gated to a dev-only device by operator policy, not by server logic.
cd devilge
npm install cp .env.example .env
npm run build
Run the tests:
npm test
Verify the build:
npm run typecheck # static type-check (no emit)
npm run build # emit dist/ npm run lint # eslint
Add an entry to your claude_desktop_config.json (path varies by OS):
{
"mcpServers": { "devilge": { "command": "node", "args": ["/absolute/path/to/devilge/dist/index.js"], "env": { "DEVILGE_ANDROID_PROJECT_ROOT": "/absolute/path/to/your/android/project", "DEVILGE_KTOR_LOG_TAG": "HttpClient" } } } }
Restart Claude Desktop. The 33 tools should appear in the tool picker.
DEVILGE_ANDROID_PROJECT_ROOT=/absolute/path/to/your/android/project \
DEVILGE_KTOR_LOG_TAG=HttpClient \ npx --yes @modelcontextprotocol/inspector \ node dist/index.js
| Variable | Required | Default | Description |
|---|---|---|---|
DEVILGE_ANDROID_PROJECT_ROOT | ✅ | — | Absolute path to the Android/KMM project. All file reads are sandboxed under this directory. |
DEVILGE_ADB_PATH | adb (from PATH) | Absolute path to the adb binary. Pinning is recommended. | |
DEVILGE_DEFAULT_DEVICE_SERIAL | — | Default serial used when a tool call omits it. Useful when several devices are attached. | |
DEVILGE_LOGCAT_MAX_LINES | 500 | Default cap for get_logcat. Hard upper bound: 5000. | |
DEVILGE_LOG_LEVEL | info | One of error, warn, info, debug. | |
DEVILGE_KTOR_LOG_TAG | HttpClient | Logcat tag the HTTP-client logger writes under. Use HttpClient for Ktor (default), OkHttp for Retrofit/OkHttp, or whatever your custom logger uses. | |
DEVILGE_HTTP_LOG_FORMAT | auto | Which parser(s) to apply. ktor, okhttp, or auto (tries both). | |
DEVILGE_OUTPUTS_ROOT | /.devilge-outputs/ | Where screenshots / UI dumps land. Add to .gitignore. | |
DEVILGE_FLOWS_ROOT | /devilge-flows/ | Where Maestro YAML flows live. | |
DEVILGE_MAESTRO_BIN_PATH | auto-detected from PATH | Absolute path to the maestro binary. Optional — Maestro tools degrade gracefully when missing. | |
DEVILGE_ALLOW_FLOW_SCRIPTS | false | Set to true to allow runScript: blocks inside Maestro YAML. Off for safety. |
Maestro is optional. Without it installed, every other devilge tool keeps working. The three flow tools (run_maestro_flow, list_maestro_flows, validate_maestro_flow) register unconditionally and return MAESTRO_NOT_INSTALLED when the binary isn't found.
To enable:
brew tap mobile-dev-inc/tap
brew install maestro
curl -Ls "https://get.maestro.mobile.dev" | bash
Restart the inspector. Flows go in /devilge-flows/ .yaml. Example:
appId: com.example.your.app
Then:
{
"name": "login_flow", "params": { "EMAIL": "user@example.com", "PASSWORD": "..." } }
MAESTRO_DISABLE_ANALYTICS=true is injected automatically. runScript: blocks are denied unless you opt in.
You can render @Preview Composables to PNG without launching the full app. devilge does NOT add a dedicated tool for this — the existing run_gradle_task plus the official Google plugin cover it cleanly, and adding a wrapper would make us depend on Gradle conventions that vary by project.
This is completely optional: if you don't add the plugin, devilge runs unchanged. You only lose this specific workflow.
To enable in your project, add to your Compose module's build.gradle.kts:
plugins {
// existing plugins... id("com.android.compose.screenshot") version "0.0.1-alpha10" }
android { experimentalProperties["android.experimental.enableScreenshotTest"] = true }
And in gradle/libs.versions.toml:
[plugins]
composeScreenshot = { id = "com.android.compose.screenshot", version = "0.0.1-alpha10" }
Once the plugin is in place, render previews from the LLM via the existing tool:
devilge_run_gradle_task {
"task": ":composeApp:validateDebugScreenshotTest" }
The PNGs land under composeApp/build/outputs/screenshotTest/.... Claude can then read them via its Read tool to verify visual output without installing the app.
1. run_gradle_task ":composeApp:assembleDebug" # build once at start
For recurring navigation paths (login, search, etc.), capture once as a Maestro flow and replay with one tool call.
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요