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 MCP server for AI-assisted development. Build, test, emulate, and automate.
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。
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": {
"replicant": {
"command": "npx",
"args": [
"-y",
"replicant-mcp"
]
}
}
}在终端中运行这条命令
claude mcp add replicant -- npx -y replicant-mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"replicant": {
"command": "npx",
"args": [
"-y",
"replicant-mcp"
]
}
}
}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": {
"replicant": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"replicant-mcp"
]
}
}
}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。
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7日
注册名称已通过 GitHub 账户 thecombatwombat 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。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
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(1.6.7)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, Aiterm 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.
Persistent terminals and one launcher for Claude, Codex, Grok, Cursor, and Antigravity harnesses.
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。
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