Browser Use
Browser agents and stealth cloud browsers for AI: run web tasks, fill forms, extract data.
作者による説明(英語の原文)
See and playtest browser games: frame-by-frame motion, crash hunting, phone layouts, frame pacing.
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。
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": {
"playproof": {
"command": "npx",
"args": [
"-y",
"playproof",
"mcp"
]
}
}
}ターミナルでこれを実行します
claude mcp add playproof -- npx -y playproof mcpプロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます
{
"mcpServers": {
"playproof": {
"command": "npx",
"args": [
"-y",
"playproof",
"mcp"
]
}
}
}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": {
"playproof": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"playproof",
"mcp"
]
}
}
}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 EmirhanOzl 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(0.3.2)がレジストリに届いたのは15 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:Browser Use, Chrome DevTools MCP, MCP Server Browser
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
Browser agents and stealth cloud browsers for AI: run web tasks, fill forms, extract data.
MCP server for Chrome DevTools
MCP server for browser use access
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。
Eyes and hands for browser games.
Coding agents can write a web game in minutes, but they can't watch it move. playproof lets them (and you) see a game frame by frame, play it with scripted input, hunt for crashes, check it on phone screens and measure how smoothly it runs, on desktop or on a real Android phone. Everything comes back as images made to be read, with a short summary that points at what looks wrong.
Tested with Canvas 2D, DOM, Phaser 3, PixiJS 8, three.js, Godot 4 web exports and Unity WebGL builds: two runs of each give identical frames (npm run test:engines).
Paste this into Claude Code, Codex, Cursor, Gemini CLI or any other coding agent:
Install playproof from https://github.com/EmirhanOzl/playproof
It will pick the right command below for itself.
claude plugin marketplace add EmirhanOzl/playproof
claude plugin install playproof@playproof
codex plugin marketplace add EmirhanOzl/playproof
codex plugin add playproof@playproof
gemini extensions install https://github.com/EmirhanOzl/playproof
npx skills add EmirhanOzl/playproof
For apps that call tools instead of running commands, playproof is also an MCP server whose tools return the images directly. Add it to the app's MCP config:
{
"mcpServers": { "playproof": { "command": "npx", "args": ["-y", "playproof", "mcp"] } } }
Nothing to install. npx playproof init in your game's folder writes a playproof.config.json (it finds your dev server, build folder or HTML file); or point any command at a dev server, a build folder or an HTML file directly:
npx playproof frames http://localhost:5173 --device "Pixel 8" --do "tap 50%,50%" --duration 1s
playproof uses your installed Chrome or Edge. npx playproof install-browser downloads its own Chromium if you prefer.
A screenshot catches one random instant, so the things that make a game feel broken stay invisible: a jump without anticipation, a sprite that teleports, a one-frame flicker, a button that does nothing, a crash after a hundred taps, a canvas that is blurry on every phone.
playproof runs the game on a virtual clock. Time only moves when playproof moves it, one exact frame at a time, so it can film any moment and every run gives the same pixels. Then it lays the frames out where a model (or a person) can actually look at them. Because runs repeat exactly, an agent can film a motion, change the code, film it again and see precisely what its change did.
frames: watch an animationFilms the game frame by frame and builds a contact sheet: dashed boxes show what changed since the previous tile, and the bar chart shows how much of the screen changed in every frame. playproof flags sudden jumps (teleports, missing tweens), one-frame flicker (draw-order bugs, half-updated state), holds (stalls) and nothing moving at all.
npx playproof frames ./dist --device "Pixel 8" --do "tap @Play; wait 400ms; key Space" --duration 700ms
Add --animate to also get the film as an animated PNG at real speed, to watch it yourself or drop into a pull request. Add --zoom auto when the thing that moves is small: playproof captures at full device resolution and crops every frame to where most of the motion happens, so a character's squash and stretch fill the tiles.
It also draws an onion skin: the whole motion in one picture, oldest moments faintest. The gaps between the ghosts are the easing (wide gaps are fast, tight gaps are slow), which is exactly what animators look at to judge an arc, an anticipation or an overshoot.
frames --compare: see what a change didFilm, change the code, film again with --compare . Every sampled frame of the earlier run sits above the same frame now, with the differences outlined, and the earlier run's motion is drawn as a line over the new bars. Because runs are deterministic, "identical" means identical.
npx playproof frames http://localhost:5173 --do "tap @Play; key Space" --out .playproof/before
npx playproof frames http://localhost:5173 --do "tap @Play; key Space" --compare .playproof/before
play: run a script, get a storyboardnpx playproof play http://localhost:5173 --device "Pixel 8" \
--do "shot title; tap @Play; wait 400ms; key Space; film 600ms; until window.playproof.state().screen === 'over' 20s; shot game over; tap @Retry; shot retry"
monkey: random play that hunts for crashesTaps, drags, long presses, rapid triple taps, keys, and sending the tab to the background, all at random but repeatable by seed. It reports uncaught errors, failed requests, hangs (infinite loops), soft-locks (input keeps coming, nothing changes) and a render loop that stops. Every error comes with a command that reproduces it exactly, and the whole run is saved as repro.steps, a script play --script replays action by action: delete lines until only the ones that matter are left.
When the game exposes its buttons (see the hook below), the monkey explores: on each screen it tries buttons it has not pressed yet before repeating itself. screens.png shows every distinct screen it reached, so you can see how far a random player gets, and what it never reached.
npx playproof monkey ./dist --device "Pixel 8" --steps 300
ERROR Uncaught error: TypeError: Cannot read properties of undefined (reading 'activate')
during: action 13: tap 699,820, wait 119ms at HTMLCanvasElement. (http://127.0.0.1:52009/:51:40) Reproduce: playproof monkey "./dist" --seed 1 --steps 13 --device "Pixel 8"
devices: phones, tablet and desktop side by sideLoads the game on nine screens and checks for the layout bugs that only show up there: blurry canvas (no devicePixelRatio scaling), stretched canvas, canvas cut off, page scrolling, missing viewport meta, missing touch-action: none, clipped text and tiny touch targets. The same problem on several devices is reported once.
npx playproof devices http://localhost:5173
frames, play, monkey and perf run on a USB-connected Android phone with --android (a tab in Chrome) or --app , which attaches to the WebView inside an app built with Capacitor, Cordova or Ionic. playproof reloads the app's page with the virtual clock, so you get the same frame-exact sheets from the real app on the real device, and reloads it back to normal when it is done. Localhost is forwarded to the phone automatically.
npx playproof frames http://localhost:5173 --android --do "tap 50%,60%" --duration 800ms
npx playproof monkey --app com.example.mygame --steps 200 npx playproof perf --app com.example.mygame --duration 10s --monkey
Debug builds of Capacitor and Cordova apps have WebView debugging on; for other builds see webContentsDebuggingEnabled. In Chrome, playproof opens its own tab, talks only to that tab and closes it afterwards; it never lists or reads your other tabs.
perf: frame pacing, locally or on a real phoneMeasures real frame times while the game idles, runs a script (--do) or takes random taps (--monkey): fps, p95/p99, dropped frames against the display's refresh rate, long main-thread tasks and heap growth. Locally the CPU is slowed 4× to approximate a mid-range phone. With --android it measures Chrome on a USB-connected Android phone; localhost is forwarded to the phone automatically.
npx playproof perf ./dist --duration 10s --monkey
npx playproof perf http://localhost:5173 --android
check: snapshot tests for motionPut the game's defaults and the moments worth watching in playproof.config.json (your editor autocompletes it from the schema):
{
"$schema": "https://unpkg.com/playproof/schema/config.schema.json", "target": "http://localhost:5173", "device": "Pixel 8", "scenarios": { "title": { "duration": "800ms" }, "jump": { "do": "tap @Play; wait 400ms; key Space", "duration": "700ms", "zoom": "auto" } }, "check": { "monkey": { "steps": 200 }, "devices": true } }
Then the target can be left out, and --scenario jump replaces the whole step list:
npx playproof frames --scenario jump
playproof check films every scenario and compares it with its baseline in playproof-baselines/, then runs monkey and devices. The first run writes the baselines (commit them). After that, any change to how a scenario moves fails the check with a compare.png that shows exactly what changed, until you accept it with --update. Baselines are kept per operating system, because fonts and anti-aliasing differ between them.
npx playproof check # everything
npx playproof check --only jump # one scenario npx playproof check --update # accept the current motion
- uses: actions/checkout@v7
The action installs Chromium, runs playproof check (or any command via command and args), writes the summary to the job page and uploads the images as an artifact. Generate the Linux baselines once in CI (the first run writes them; download them from the artifact or run --update there) so they match the machine that checks them.
Used by --do and --script (one step per line there). Separate steps with ;. Points are relative to the game area (the largest canvas, or --area ).
| Step | Meaning |
|---|---|
wait 500ms | let time pass (instant and exact on the virtual clock) |
tap 50%,80% / tap 120,300 / tap @Play | tap or click; @label uses targets the game exposes |
press 50%,50% 800ms | long press |
drag 10%,50% 90%,50% 300ms | swipe |
key Space [200ms] | press a key (held 50 ms by default) |
type hello | type text |
click #start | click a DOM element |
shot [label] | screenshot for the storyboard |
film 1s [30] | capture frames while time passes |
until [5s] | advance time until the expression is true |
| expect | fail the run unless the expression
冒頭だけを表示しています。続きはリポジトリで読めます