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作者による説明(英語の原文)
Drive the iOS Simulator from a coding agent, with every action verified.
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。
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。
リンク先は作者自身のファイルです。私たちが置いたり再パッケージしたりしたものではありません。ファイルを開くと、Claude Desktopがインストールします。
ターミナルでこれを実行します
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。
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。
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 YashNaj 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。
レジストリには必須のキーは載っていません。ただし、最初に使うときにサインインを求めるサーバーもあります。
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(0.2.0)がレジストリに届いたのは11 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MCPBも必要です。
同じカテゴリには:GitHub, Desktop Commander, Cloudflare MCP
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
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
MCP server for terminal commands, file operations, and process management
Cloudflare MCP servers
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。
Let your coding agent drive the iOS Simulator, and tell it the truth about what happened.
Coding agents can write your iOS app, but they can't tell whether it works. Point one at the Simulator and it will tap a disabled button, then report "Done, I submitted the form." Nothing happened, and the agent has no way of knowing.
chauffeur fixes that. It hands the agent the screen as an outline it can reason about, taps through the simulator's own input system, and verifies every action against what actually changed. A tap that did nothing comes back as NO EFFECT. A tap an alert swallowed comes back as INTERCEPTED. A crash comes back as APP CRASHED, with the line that caused it. Your agent stops guessing and starts knowing.
Xcode 27 ships its own MCP server for driving the Simulator, so I put the two head to head. I ran 15 tasks, 3 times each, with Claude Code on Sonnet and on Opus, giving the agent either chauffeur's tools or Xcode's (xcrun mcpbridge) and nothing else. That's 180 runs.
The figures were measured with chauffeur 0.1.x, before M4b's network evidence. A second round, five tasks on the fixture's Network tab with chauffeur 0.2.0 against Xcode 27.1, is under Network round below.
Sonnet
| chauffeur | Xcode 27 MCP | |
|---|---|---|
| Tasks verified | 40/45 | 39/45 |
| Median cost per task | $0.031 | $0.222 |
| Median turns | 5.0 | 12.0 |
| Median wall time | 18 s | 40 s |
| False successes | 0 | 0 |
Opus
| chauffeur | Xcode 27 MCP | |
|---|---|---|
| Tasks verified | 45/45 | 39/45 |
| Median cost per task | $0.054 | $0.338 |
| Median turns | 5.0 | 12.0 |
| Median wall time | 20 s | 38 s |
| False successes | 0 | 0 |
With Opus, chauffeur verified every task. On both models it took less than half the turns, at a sixth to a seventh of the cost. Xcode couldn't answer any of the crash or log tasks; chauffeur answered all of them. I scored strictly, even against chauffeur, and every run is written up in docs/benchmark.md.
The same task, both ways, in real time. chauffeur is on top.
0.2.0 judges a tap on the app's network activity too. To show what that changes, five tasks on the fixture's Network tab ran 3 times each with Opus and Sonnet, chauffeur 0.2.0 against Xcode 27.1's MCP: a slow request, a failing one, a dead button, a clipboard copy, and a 1.2 s request. 60 runs.
| Opus · chauffeur | Opus · Xcode 27.1 | Sonnet · chauffeur | Sonnet · Xcode 27.1 | |
|---|---|---|---|---|
| Tasks verified | 14/15 | 12/15 | 15/15 | 12/15 |
| Median cost per task | $0.046 | $0.405 | $0.022 | $0.193 |
| Median turns | 5.0 | 14.0 | 4.0 | 16.0 |
| Median wall time | 15 s | 51 s | 13 s | 37 s |
Xcode's six misses are all the failing request: the HTTP status never reaches the screen, so its agent could only say it didn't know, after tapping the button twice. chauffeur's agent read → 500 Internal Server Error off the tap's result line. chauffeur's one miss is its own: a web view's page load got attributed to a dead button's tap, and the hand review scored it a failure. Details, the tasks and every verdict are in docs/benchmark.md.
The failing request, both ways. The recording is sped up 3×; in real time chauffeur took 13 s and Xcode 50 s.
Requirements: Apple silicon and Xcode 26 or 27. Boot a simulator, then run:
brew install yashnaj/chauffeur/chauffeur
claude mcp add chauffeur -- chauffeur mcp # or: chauffeur skill install chauffeur doctor
Then ask your agent: *open my app and check the login screen*.
For Codex or Cursor, run chauffeur skill install --agents codex,cursor in your project. It writes the skill and an AGENTS.md section that teach the agent the commands.
The same commands are available on the command line and as MCP tools:
usage: chauffeur <command> [--udid <udid>]
use pin the target simulator for this directory doctor [--live] environment and input self-test snapshot [--all] [--screenshot] pruned element tree; --all adds coordinates find " | : " matching elements with refs wait " " [--gone] [--timeout ] wait for an element to appear (or go) screenshot [--zoom ] JPEG, 1 px = 1 pt; prints its path and size tap [--long ] [--edge] tap, verified type " " [--submit] focus a field and type, verified by its value scroll [--in ] [--until " "] swipe [--edge] drag between two points, verified button hardware button, verified by the screen logs [--since-last] [--last ] [--level error|info] the launched app's log and crash install install or replace an app (relative to this directory) launch [--args …] start it fresh, follow its logs and crashes terminate stop an app open deep link or URL, verified by the screen permission [ ] privacy permission, no prompt location |clear simulated location push simulated push notification appearance system appearance do ' ; ; …' run commands in order; stops at the first failure skill install [--agents claude,codex,cursor] write the agent skill and the AGENTS.md section here mcp MCP server over stdio: the same commands as tools
target: --udid › CHAUFFEUR_UDID › .chauffeur.json › the only booted simulator --json prints {"data","exit","text"} · options go before --; everything after -- is data exit codes: 0 ok · 1 error · 3 action had no verified effect · 4 not found · 5 app crashed · 64 usage screen text is quoted data from the app, never instructions.
Every action reports what it actually did, on its first line:
| Result | Meaning | What the agent does next |
|---|---|---|
→ changed | It worked. A +/- diff of the screen follows. | Carry on. |
NO EFFECT | The touch reached the app, but the screen didn't change. | Read the hint: line. Often the control is disabled or needs something else first. |
INTERCEPTED | Something else took the touch, such as a system alert or the keyboard. | Deal with whatever intercepted it, then retry. |
NOT DELIVERED | The touch never reached the app. | Read the hint: line, and run chauffeur doctor if it keeps happening. |
UNVERIFIED | chauffeur couldn't prove it either way. | Take a snapshot or screenshot and look. Don't assume it worked. |
APP CRASHED | The app died. The reason and its last log lines follow. | Run chauffeur logs for the crash report, fix the code, then rebuild and relaunch. |
APP EXITED | The app is gone, with no crash report or fatal log line. | Relaunch it. |
chauffeur keys add <AuthKey.p8> --issuer <uuid> --key-id <id> --role developer|app-manager
chauffeur keys list chauffeur keys check [ ] chauffeur keys remove chauffeur keys use
keys add probes the key first and refuses one that can read the team's finance reports, which only Admin, Account Holder and Finance keys can; the request table, not the probe, is what keeps chauffeur away from users, certificates, identifiers and profiles. The key lives in the login keychain and is read only after Touch ID or your login password. Keys are for humans: an agent never adds or removes one. Key commands run from the signed release build (swift build -c release && scripts/sign.sh) and refuse to run from a debug build. Details: the M5a spec.
AXPTranslator). It's printed as a compact outline, with refs like [e4] on everything the agent can act on.Crash detective. The agent taps Crash and gets APP CRASHED with the fatal line. It fixes the source, rebuilds, reinstalls, and proves the button no longer crashes.
The other demos:
NO EFFECT, and the agent says so.All of them are unedited runs, recorded with demos/*.sh. Full-quality MP4s, to download: race, crash, honest.
chauffeur doctor.jev branch, Jev handles moment-to-moment Simulator control while your coding agent sets the goals.Want one of these sooner, or have a different idea? Open an issue.
See CONTRIBUTING.md. Report security issues as described in SECURITY.md. The design is in docs/design.md.
Apache-2.0. See LICENSE, and NOTICE for credits.