Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Android/KMM MCP server: logcat, ADB device control, Compose previews, network, Maestro flows.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
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_FORMATYou need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into 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"
}
}
}
}Run this in your terminal
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 devilgeFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.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"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"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"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
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 envThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026
The registry name was verified with the GitHub account Yercko, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
You need to fill in: DEVILGE_ANDROID_PROJECT_ROOT
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (0.2.3) reached the registry 6 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, Opencu
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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.
Independent local computer-use engine and MCP server for macOS, Windows, Linux and Android
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
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.
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