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)
Evidence-first browser QA with read-only MCP server for AI agent debugging.
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": {
"qualityforge": {
"command": "npx",
"args": [
"-y",
"qualityforge"
]
}
}
}ターミナルでこれを実行します
claude mcp add qualityforge -- npx -y qualityforgeプロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます
{
"mcpServers": {
"qualityforge": {
"command": "npx",
"args": [
"-y",
"qualityforge"
]
}
}
}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": {
"qualityforge": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"qualityforge"
]
}
}
}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 ninelegsdog 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(0.2.3)がレジストリに届いたのは一昨日です。
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。
Evidence-first browser quality automation for modern web applications.
QualityForge is an open-source foundation on top of Playwright that turns a failing run into evidence a machine can read: normalized defect artifacts with trace, screenshot and video, a quality gate with explicit thresholds, capture of console, network and page-error signals — and a read-only MCP server that hands all of it to an AI assistant without granting it the ability to act.
Status — stable, published.
qualityforge@0.2.0is on npm since
2026-10-21 (
0.1.0on 2026-10-15 was the first stable release), and the
defect contract is
defect.v1at 1.6.0. The0.xline still allows
breaking changes in a minor, so pin the version you install.
Most teams end up with a pile of one-off UI tests per project: duplicated selectors, no shared failure evidence, no cross-project view of quality. QualityForge is a reusable core instead — one configuration, one evidence format, one set of quality gates, pointed at any web application.
The differentiator is not “AI writes tests”. Playwright already ships agents for that. It is the evidence layer between a failing run and any agent: defect artifacts normalized into one schema, readable without granting the reader the ability to act.
defect.v1, contract 1.4.0: a versioned, validated artifact per failure that extends Playwright's error-context.md rather than duplicating it.signals.dropped count so a truncated capture never looks complete.triage_failure prompt, verified against OpenCode v2.0.16 over real stdio.Development requires Node.js 22 or newer — Node 20 reached end-of-life in March 2026, and "engines": ">=22.0.0" says so instead of promising install politeness. CI runs Node 22 and 24, and the floor is the lower of the two. .nvmrc pins 22 for contributors: tsc dies with a segmentation fault under one Node 24.21.0 build on this machine, reproducibly. If you use a version manager, run nvm use before anything else.
Platforms. Linux is what CI runs and therefore what is verified. The core is written to be platform-neutral — path.sep and path.relative throughout, no POSIX-only calls — so Windows and macOS should work, and _have not been tested_. Treat them as unverified rather than supported.
git clone https://github.com/ninelegsdog/qualityforge.git
cd qualityforge npm ci npx playwright install --with-deps chromium npm test
npm test starts the bundled demo app automatically, so a fresh clone runs green with no configuration and no third-party network dependency. Open the HTML report with npm run report. For a step-by-step path — seeing a real failure with evidence, collecting defect artifacts, connecting an agent, pointing the suite at your own application — follow docs/quick-start.md, or docs/quick-start.ru.md.
fixtures/ is a small multi-page app that exists so the suite has something real to test. It is not a mock: it renders, validates and fetches.
| Route | What it does |
|---|---|
/ | Overview with a heading, a status readout, and an entity list fetched from /api/items |
/docs | Documentation page with the evidence policy |
/contact | Form with client-side validation and accessible error reporting |
/api/items | JSON payload backing the entity list |
/boom | Deliberately returns 500, for exercising the evidence pipeline |
Every control is labelled, every message has a role, and every element the tests need has a stable handle — the suite asserts on what a user perceives, not on markup structure.
The project's core promise is that a failure leaves enough evidence to diagnose it, and that claim is tested, not asserted:
QUALITYFORGE_EVIDENCE_CHECK=1 npx playwright test tests/smoke/evidence-pipeline.spec.ts
This runs two deliberately failing tests and exits non-zero. Afterwards test-results/ contains, per failure:
| Artifact | Produced because |
|---|---|
test-failed-1.png | screenshot: "only-on-failure" |
video.webm | video: "retain-on-failure" |
trace.zip | trace: "on-first-retry" — add --trace on locally, since a local run never retries |
error-context.md | Structured failure summary: test name, location, error, expected, received |
error-context.md is the most interesting one: it is written as an instruction to an assistant — “explain why, be concise, respect best practices” — followed by the test name, file location, error and the diff of expectations. It is the raw material an agent needs, and it costs nothing extra.
On CI, prefer the trace viewer over screenshots and videos when debugging: it gives the DOM snapshot at each action plus the full network log.
A failing test is only useful if the failure can be read later without re-running anything. QualityForge turns each failure into one normalized, versioned artifact:
npm test # writes artifacts/json/playwright-results.json
npm run defects:collect # writes artifacts/defects/ /
{
"id": "form-validation-smoke-shows-an-error-when-email-is-empty", "status": "failed", "test": { "file": "tests/smoke/form-validation.smoke.spec.ts", "line": 15 }, "failure": { "message": "Error: expect(locator).toHaveText(expected) failed\n\nExpected: \"Email is required\"", "errorContextRef": "test-results/.../error-context.md", }, "evidence": { "screenshot": "test-results/.../test-failed-1.png" }, "context": { "commit": "43c761f", "baseUrl": "http://127.0.0.1:4311" }, "flakiness": { "verdict": "unknown", "attempts": 1 }, }
The artifact deliberately extends Playwright's error-context.md rather than duplicating it: it records a path to that file and adds stable identity, run correlation, VCS context, evidence pointers and a flakiness verdict. The signals block — console errors, uncaught page errors, failed requests, HTTP errors above 400 — is collected live by the bundled fixture, because “element not found” is a symptom while “the page threw a TypeError” is the cause. See docs/defect-schema.md for the full contract.
Accessibility is a second, separate measurement rather than a field on that artifact: npm run a11y:audit runs axe-core against a page and writes a11y-audit.v1 — capped at ten nodes per rule with the discarded count stated, html reduced to structure because it carries page content, and target kept because without it the nodes are indistinguishable. See docs/a11y-schema.md.
npm run defects:collect doubles as a CI quality gate: it exits 0 when the gate passes, 1 when thresholds are violated, and 2 when collection could not run at all.
npm i qualityforge@0.2.0
latest points at this release. Pin the version you want rather than trusting a tag name anyway: npm forbids removing latest, so a tag can only ever move forward, and a bare npm i qualityforge takes whatever it points at rather than what you tested against.
A consuming project imports the fixture from the build — Playwright refuses to transpile TypeScript under node_modules, so the fixture is shipped as a subpath in exports:
import { expect, test } from "qualityforge/fixtures/quality-context.js";
That one import change is the whole integration: console, page-error and network capture become automatic. Everything captured is redacted at the source — URLs keep scheme, host and path with query strings and credentials removed, console text has tokens and JWTs replaced, sensitive header values are masked while their names are kept — and capture is bounded at 40 entries per category.
@playwright/test is a peer dependency: a consuming project brings its own, and npm 7+ installs it automatically when it is missing, because the fixture cannot run without it. The declared range is ^1.63.0; the number CI verifies is 1.63.0, pinned exactly in devDependencies, and npm run package:check fails if the package stops declaring the peer or npm stops installing it for the consumer.
The bin entries publish the two commands a consuming project runs — always through npx --no-install, which provably cannot reach the registry for somebody else's code:
npx --no-install qualityforge [flags] # the collector
npx --no-install qualityforge-mcp [--root ] [--history ]
npm run mcp starts a read-only MCP server over stdio, speaking protocol 2026-07-28. It hands an agent the evidence layer: what failed, where, and what the page was doing while it failed. Verified against OpenCode v2.0.16 on Linux by connecting with the block below; Kilo and MiMo are out of scope by decision — see the end of this section.
{
"$schema": "https://opencode.ai/config.json", "mcp": { "qualityforge": { "enabled": true, "type": "local", "command": ["node", "/absolute/path/to/qualityforge/dist/mcp/index.js"], }, }, }
A project that installed the package needs no path at all: ["npx", "--no-install", "qualityforge-mcp"] runs the same server out of `n
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