Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者による説明(英語の原文)
Mobile QA on local Android Emulators and iOS Simulators: autopilot tests, evidence, reports.
この3つを1つのスコアにまとめることはしません。意見、測定、人気はそれぞれ別のものだからです。
このサーバーのやさしい解説はまだ書いていません。以下はレジストリから読み取った事実です。
使っているAIアプリを選んで、設定をコピーしてください。
SWIPIUM_PROJECT_ROOT, SWIPIUM_TEST_EMAIL, SWIPIUM_TEST_PASSWORD「秘密」と表示された値は、あなたのアカウントの鍵です。絶対に人に教えたり、チャットに貼り付けたりしないでください。
必要なもの
どのアプリを使っていますか?
上でアプリを選んでください。選んだアプリを覚えておくので、次からはボタンに「…にインストール」と表示されます。
Claude Desktop → Settings → Developer → Edit Config を開き、claude_desktop_config.json にこれを貼り付けます
{
"mcpServers": {
"swipium": {
"command": "npx",
"args": [
"-y",
"swipium"
],
"env": {
"SWIPIUM_PROJECT_ROOT": "your-value",
"SWIPIUM_TEST_EMAIL": "your-value",
"SWIPIUM_TEST_PASSWORD": "your-value"
}
}
}
}ターミナルでこれを実行します
claude mcp add swipium --env SWIPIUM_PROJECT_ROOT=your-value --env SWIPIUM_TEST_EMAIL=your-value --env SWIPIUM_TEST_PASSWORD=your-value -- npx -y swipium動かす前に、空欄の値を入力してください。
プロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます
{
"mcpServers": {
"swipium": {
"command": "npx",
"args": [
"-y",
"swipium"
],
"env": {
"SWIPIUM_PROJECT_ROOT": "your-value",
"SWIPIUM_TEST_EMAIL": "your-value",
"SWIPIUM_TEST_PASSWORD": "your-value"
}
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
プロジェクトの .vscode/mcp.json に貼り付けます
{
"servers": {
"swipium": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"swipium"
],
"env": {
"SWIPIUM_PROJECT_ROOT": "your-value",
"SWIPIUM_TEST_EMAIL": "your-value",
"SWIPIUM_TEST_PASSWORD": "your-value"
}
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
これはパソコンで動くサーバーですが、ChatGPTがつなげるのはインターネット上のサーバーだけです。ほかのアプリを選んでください。
選んだアプリは、この端末のCookieに保存されます。アカウントは不要です。
SWIPIUM_PROJECT_ROOT envSWIPIUM_TEST_EMAIL envこの設定は、作者のレジストリ登録情報から作成しています。READMEと違う場合は、READMEに従ってください。
パソコンで動くサーバーです。インストールすると、ツール一覧がAIアプリに表示されます。
誰でも見られる情報をチェックしており、コードは読んでいません。当てはまらない項目は数に入れていません。 · 2026年11月7日にチェック
レジストリ名は、リポジトリを所有するGitHubアカウント GeroPalombo で確認済みです
このリポジトリはまだGitHubから読み取っていません
このリポジトリはまだGitHubから読み取っていません
これはパソコンで動くため、インターネット上のエンドポイントはありません
パソコンで動き、代わりにローカルの設定を使います
パソコンで動くサーバーです。ツール一覧を読み取れるのは、インターネット上のエンドポイントがある場合だけです
レジストリでこのカテゴリにある有効なすべてのサーバーと比較しています。スターは、公開者がリポジトリの所有者である場合だけ数えます。
当てはまる基本チェック1項目のうち1項目に合格しました。コードは読んでいません。キーやトークンを追加する前に、サーバーがどんなアクセスを求めているかを確認し、必要な権限だけを持つキーを使ってください。
入力が必要なもの:SWIPIUM_TEST_PASSWORD
あなたのパソコンで動きます。必要なときにAIアプリが起動し、データは作者のサーバーを通りません(サーバー自体がオンラインサービスを呼び出す場合を除きます)。
GitHubリポジトリの最終更新は–、最新バージョン(2.4.0)がレジストリに届いたのは5 日前です。
Claude Desktop、Claude Code、Cursor、VS CodeなどのMCP対応アプリで使えます。パソコンにNode.jsも必要です。
同じカテゴリには:Spec Driven Development, Remote Desktop Commander, FactLot
同じカテゴリで、ほかの作者が作ったサーバー。スターの多い順。
カードの見方:★ GitHubスターi3つの柱:レビュー · チェック · 利用状況i更新=最新バージョンをレジストリに公開した日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.
Cited CRE facts and deterministic calculators for agents: rent, CAM, debt sizing, IRR, parcel IDs.
作者のリポジトリから書かれたとおりにコピーしたものです。PopNx MCPは内容を確認・推奨していません。HTML、画像、スクリプトは取り除いています。リンクはこのサイトの外へ移動します。
An MCP server that lets coding agents QA mobile apps on Android Emulators and iOS Simulators.
Swipium gives an AI coding agent (Claude Code, Codex, Gemini CLI, Cursor, VS Code, and other MCP clients) the tools a QA engineer uses: find or build the app, boot a simulator, install and launch it, read the screen, tap and type through real user flows, and write a report backed by screenshots, logs, and UI dumps. A run can be turned into a repeatable flow, a test suite, or Appium code.
It is for mobile developers who want their agent to catch the broken login screen before a TestFlight or Play Console build. It runs locally (stdio; the server opens no network port, and the WebDriverAgent it manages for iOS takes commands on 127.0.0.1 only, though its screen stream port is reachable from the network; see Security), drives devices through adb, simctl, and WebDriverAgent rather than Appium, and asks your consent before anything with side effects. swipium.com
You: Smoke test this app on Android with Swipium.
Agent > qa_test_this { goal: "smoke", waitForCompletion: true } (runs by default) 🔐 Consent required (low): • boot_emulator: emulator -avd Pixel_8_API_35 -no-audio -no-snapshot-save -no-boot-anim -gpu auto -no-window • install_apk: adb -s install -r -g android/app/.../app-release.apk You: Approve (one prompt covers boot + install) state: "running", sessionId: "3f9c2a1b", jobId: "a41c09e2" Agent > qa_job_status { sessionId: "3f9c2a1b", jobId: "a41c09e2", waitMs: 45000 } status: "done", result.state: "completed" reportHead: "RELEASE RISK: SHIP … Health: native OK, app OK … Open the report: …/report/report.html" nextRecommendedAction: qa_get_artifact { uri: "swipium://session/3f9c2a1b/report/…-summary.md" } Agent: The app launched and passed the smoke checks with no crashes or error screens.
Three calls: start the run, wait for it, and (only when the inlined head isn't enough) read report.md. The report behind that summary, rendered with npx swipium report --latest --format markdown, includes:
**Release risk: 🟢 SHIP**
App status: PASS - No high-severity app/native finding observed in this run. Coverage status: COVERED - Structured smoke/workflow evidence was collected. Tool status: PASS - No Swipium/MCP limitations or tool errors recorded in this run.
Requirements · Quickstart · Starter prompts · How it works · Tools · Where results go · Configuration · CLI · CI · Upgrading · Troubleshooting · Security
Node.js 22.12 or newer. On an older Node.js the server prints a warning on stderr and swipium verify fails. Swipium works with emulators and simulators only; physical devices are refused with PHYSICAL_DEVICE_UNSUPPORTED (why). Structured iOS automation needs WebDriverAgent 6.0 or newer (qa_wda {action:"setup"} builds and starts one); without it an iOS Simulator is visual-only.
MCP: a stdio server that speaks protocol revisions 2025-06-18, 2025-11-25 and 2026-07-28; the client's first message picks one. Claude Code 2.1.285 and later connect on 2026-07-28, Codex 0.146 on 2025-06-18. Any stdio MCP client should work (protocol versions).
| Host | Android Emulator | iOS Simulator |
|---|---|---|
| macOS | Supported | Supported (Xcode with a Simulator runtime) |
| Linux | Supported | Not available |
| Windows | Experimental and untested; some process-cleanup helpers rely on ps | Not available |
| Your app | What Swipium needs |
|---|---|
| React Native / Expo, debug build | Metro serving this project's JS bundle. qa_metro can start it (consent-gated); otherwise the run stops with METRO_REQUIRED, on Android and for iOS simulator builds without an embedded bundle alike. A Metro on port 8081 serving another project is METRO_WRONG_PROJECT. Expo dev-client builds must be connected to Metro by hand for now; when this project's Metro is already serving, the blocker gives the dev-client deep link to open. |
| React Native / Expo release, or native Android / iOS | An installable artifact (APK or .aab for Android, a simulator .app for iOS; a device .ipa is refused) or a project Swipium can build. |
Expo managed (no android/ or ios/) | Nothing extra: the build (npx expo run:android --device or npx expo run:ios, consent-gated) generates the native project first. If that prebuild step fails, the build fails with EXPO_PREBUILD_REQUIRED; run npx expo prebuild yourself and retry. |
| Only a built app, no source | Put the simulator .app or the .apk in a directory and pass that directory as projectRoot (Testing a prebuilt build). |
| Flutter | A buildable Flutter project, or a built APK / .app. |
adb on your PATH is used if present, else the SDK copy from $ANDROID_HOME, $ANDROID_SDK_ROOT, or the default SDK location (~/Library/Android/sdk, ~/Android/Sdk, %LOCALAPPDATA%\Android\Sdk). The emulator binary that boots AVDs and aapt2 come from the SDK first. .aab files need bundletool.1. Register Swipium with your client. From your app repository, for Claude Code:
npx -y swipium init claude --scope project # preview; changes nothing
npx -y swipium init claude --scope project --apply # writes .mcp.json and the skill, then runs swipium verify
For Claude Code, init also sets SWIPIUM_MAX_WAIT_MS=110000 (one call can wait up to 110 s, so most runs finish in one call) and installs the swipium-qa agent skill under .claude/skills/ (~/.claude/skills/ for --scope user; --no-skill skips it). --trust-local (local or user scope only) also pre-approves the consent actions that run no project code, so boots and installs stop prompting while builds, Metro and WebDriverAgent still ask. A Claude Code plugin with the same server and skill is in plugin/. Swipium is also listed in the MCP Registry as io.github.GeroPalombo/swipium, so registry-aware clients can find and install it.
The same command handles codex, gemini, cursor, and vscode (swipium init --apply). Claude Desktop, Windsurf, manual configs, and per-client details are in [docs/mcp-server.md](docs/mcp-server.md).
Codex: swipium init codex --apply appends a [mcp_servers.swipium] block to ~/.codex/config.toml (or $CODEX_HOME/config.toml) with longer timeouts and an env_vars line, and installs the skill under .agents/skills/. Codex doesn't pass your shell environment to MCP servers, so without that line SWIPIUM_TEST_*, ANDROID_HOME and JAVA_HOME never reach Swipium. If you already have a block, init prints the line to add. Keep tool_timeout_sec = 600 (Codex setup).
Headless runs (codex exec, claude -p, CI): these clients answer consent prompts automatically, so nothing gated (boot, install, build) runs unless you pre-approve exact actions with SWIPIUM_CONSENT_PREAPPROVE in the server env; approving in the chat doesn't help. Pre-approval isn't tied to a device, so on a machine with several emulators or simulators also pin one with SWIPIUM_DEVICE (Headless runs).
2. Restart the client and check that it lists qa_test_this, qa_doctor, and qa_report.
3. Ask the agent to test the app:
Use Swipium to smoke test this app: qa_test_this with goal "smoke" and
waitForCompletion true, poll qa_job_status while it is running, and summarize the report.
qa_test_this runs by default (mode:"execute", since 2.3.0); pass mode:"plan" for a side-effect-free preview. goal:"smoke" is the fastest path. With no goal, qa_test_this runs the smoke check and then tries to generate a test suite. With the skill installed, "test this app with Swipium" is enough.
If a tool returns PROJECT_ROOT_UNRESOLVED, name the absolute project path in your prompt or set SWIPIUM_PROJECT_ROOT in the server config (Project root).
requiresConsent, which the agent must relay to you.waitForCompletion waits up to about 45 s by default (about 105 s with the SWIPIUM_MAX_WAIT_MS=110000 that init claude sets). A qa_job_status poll returns at once unless the agent passes waitMs; Swipium tells it to pass 45000, and a poll is capped at 50 s (110 s with that setting).status is running, done, failed, or cancelled. The run's result.state is completed or needs_input (job done), or blocked or unsafe (job failed). needs_input means one question for you, such as login credentials.report.md for the agent; a blocked run names the fix. For you there is report.html: one self-contained page with the verdict, each failure with its screenshot and log, and the step timeline, which opens offline in any browser (the agent gives you its path, reportHtmlPath; what's in it).| Goal | Prompt |
|---|---|
| Smoke test | "Use Swipium to smoke test this app: qa_test_this with goal smoke and waitForCompletion, then summarize the report." |
| Test login | "Use Swipium to test login with goal test_login. Don't ask me for the password: type ${SWIPIUM_TEST_EMAIL} and ${SWIPIUM_TEST_PASSWORD} with qa_act." (set both in the server env; placeholders expand server-side and secret values are redacted) |
| Reproduce a bug | "Use Swipium to reproduce this bug with goal reproduce_bug and goalText: 'checkout button does nothing after adding a coupon'. Attach the evidence." |
| Save a flow | "Turn the last Swipium run into a flow named login-smoke with qa_generate and save it." |
| Release gate | "Run Swipium with goal release_gate and tell me whether t
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