Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Android MCP server for AI-assisted development. Build, test, emulate, and automate.
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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.
You need
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Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"replicant": {
"command": "npx",
"args": [
"-y",
"replicant-mcp"
]
}
}
}Run this in your terminal
claude mcp add replicant -- npx -y replicant-mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"replicant": {
"command": "npx",
"args": [
"-y",
"replicant-mcp"
]
}
}
}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": {
"replicant": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"replicant-mcp"
]
}
}
}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.
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These 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 7, 2026
The registry name was verified with the GitHub account thecombatwombat, 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.
The registry does not list a required key, though some servers ask you to sign in on first use.
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 (1.6.7) 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, SwarmMemo
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.
Talk with agent swarms: rooms, private messages and paid tasks for AI agents
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Let AI build, test, and debug your Android apps.
replicant-mcp is a Model Context Protocol server that gives AI assistants like Claude the ability to interact with your Android development environment. Build APKs, launch emulators, install apps, navigate UIs, and debug crashes—all through natural conversation.
| Without replicant-mcp | With replicant-mcp |
|---|---|
"Run ./gradlew assembleDebug, then adb install, then adb shell am start..." | "Build and run the app" |
| Copy-paste logcat output, lose context | AI reads filtered logs directly |
| Screenshot → describe UI → guess coordinates | AI sees accessibility tree, taps elements by text |
| 5,000 tokens of raw Gradle output | 50-token summary + details on demand |
| Category | Capabilities |
|---|---|
| Build & Test | Build APKs/bundles, run unit and instrumented tests, list modules/variants/tasks, test regression detection with baseline comparison |
| Emulator | Create, start, stop, wipe emulators; save/load/delete snapshots |
| Device Control | List connected devices, select active device, query device properties |
| App Management | Install, uninstall, launch, stop apps; clear app data |
| Log Analysis | Filter logcat by package, tag, level, time |
| UI Automation | Accessibility-first element finding, spatial proximity search, tap, text input, screenshots |
| Diagnostics | Environment health checks via replicant doctor; structured logging with configurable level and format |
adb and emulator in your PATHgradlew (for build tools)node --version # Should be 18+
adb --version # Should show Android Debug Bridge version emulator -version # Should show Android emulator version
Installing prerequisites (macOS via Homebrew)
If you don't already have these tools, install them with Homebrew:
Node.js 18+
brew install node
Physical-device only — just adb, sufficient if you never run an emulator:
brew install --cask android-platform-tools
adb lands directly on your PATH; no further config needed.
Full Android SDK — needed for emulator workflows or building APKs via the gradle-* tools. Run the steps in order:
# 1. JDK — required by sdkmanager itself, and by the gradle-* tools
brew install --cask temurin@17
brew install --cask android-commandlinetools
export ANDROID_HOME="$HOME/Library/Android/sdk" mkdir -p "$ANDROID_HOME"
sdkmanager --install aborts on unaccepted per-package licensesarm64-v8a for Applex86_64 for Intel Macs. Check with uname -m.yes | sdkmanager --licenses sdkmanager --install "platform-tools" "emulator" "system-images;android-34;google_apis;arm64-v8a"
Persist ANDROID_HOME and put the SDK binaries on your PATH by appending to ~/.zshrc (or ~/.bashrc):
export ANDROID_HOME="$HOME/Library/Android/sdk"
export PATH="$ANDROID_HOME/platform-tools:$ANDROID_HOME/emulator:$PATH"
npm install -g replicant-mcp
After installation, run the built-in diagnostics to verify your environment:
replicant doctor
npm update -g replicant-mcp
Add to ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows):
{
"mcpServers": { "replicant": { "command": "npx", "args": ["-y", "replicant-mcp"] } } }
claude mcp add replicant -- npx -y replicant-mcp
Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (project):
{
"mcpServers": { "replicant": { "command": "npx", "args": ["-y", "replicant-mcp"] } } }
Add to ~/.codeium/windsurf/mcp_config.json:
{
"mcpServers": { "replicant": { "command": "npx", "args": ["-y", "replicant-mcp"] } } }
Add to ~/.codex/config.toml:
[mcp_servers.replicant]
command = "npx" args = ["-y", "replicant-mcp"]
Or via CLI:
codex mcp add replicant -- npx -y replicant-mcp
Note: Ensure
adbandemulatorare in your PATH, or setANDROID_HOMEenvironment variable. On macOS:~/Library/Android/sdk, on Linux:~/Android/Sdk.
You: "I just changed the checkout flow. Build the app, go through checkout
with a test product, and make sure the confirmation screen shows up."
Claude: [Builds debug APK, installs on emulator, launches app] [Taps "Electronics" category → "Wireless Headphones" → "Add to Cart"] [Navigates to cart, taps "Checkout"] [Fills shipping form, taps "Place Order"]
Confirmation screen is showing:
The flow works. Want me to test the edge cases—empty cart, invalid address, payment failure?
replicant-mcp uses progressive disclosure (summaries first, details on demand) to minimize token usage, and accessibility-first UI automation for faster, cheaper, more reliable interactions than screenshot-based approaches. See docs/architecture.md for details.
REPLICANT_CONFIG for advanced options. See docs/configuration.md.REPLICANT_LOG_LEVEL (error, warn, info, debug) and REPLICANT_LOG_FORMAT (json for structured output) to control server logging. Logs are written to stderr.rtfm with a category like "build", "adb", "emulator", or "ui".| Document | Description |
|---|---|
| Architecture | Design overview and progressive disclosure pattern |
| Configuration | Config file reference, environment variables, Gradle setup |
| API Stability | Tool API versioning policy and deprecation process |
| Security Model | adb-shell safety model, command denylist, threat boundaries |
| Support Matrix | Tested OS, Node.js, Android SDK, and emulator versions |
| Known Limitations | Accessibility gaps, timeouts, single-device focus, and more |
| Artifacts | .replicant/ directory contents and privacy considerations |
| Troubleshooting | Common issues and solutions |
| Changelog | Version history |
| Security Policy | Vulnerability reporting process |
| Support / Getting Help | How to report bugs and ask questions |
| Contributing | Development setup and guidelines |
See CONTRIBUTING.md for development setup and guidelines.
MIT
Questions? Open an issue