Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
Android/KMM MCP server: logcat, ADB device control, Compose previews, network, Maestro flows.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
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_FORMAT你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"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"
}
}
}
}在终端中运行这条命令
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 devilge运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"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"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"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"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
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 env这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月6日
注册名称已通过 GitHub 账户 Yercko 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
你需要填写:DEVILGE_ANDROID_PROJECT_ROOT
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(0.2.3)于6个月前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Node.js。
同一分类中有:Spec Driven Development, Remote Desktop Commander, dotnet-mcp
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
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.
MCP server for .NET symbols, XAML, source generators, and restricted workspace edit
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
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.
只显示了开头部分;其余内容请在仓库中阅读