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)
Hosted browser for AI agents: screenshots, post-JS DOM, console, WCAG. No install, no API key.
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。
ウェブ、デスクトップ、モバイルのClaudeで使えます:
https://render.makermargins.com/mcpターミナルでこれを実行します
claude mcp add --transport http render https://render.makermargins.com/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": {
"render": {
"url": "https://render.makermargins.com/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": {
"render": {
"type": "http",
"url": "https://render.makermargins.com/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。
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:
https://render.makermargins.com/mcpメニューの名前は、プランや時期によって少し違うことがあります。
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。
このサーバーのツール一覧はまだ読み取っていません。エンドポイントは順番にチェックしています。
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6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 RodRomer 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
まだチェックしていません。エンドポイントは順番にチェックしています
まだチェックしていません。エンドポイントは順番にチェックしています
まだチェックしていません。エンドポイントをチェックするときにツール一覧を読み取ります
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。
作者のクラウドで動きます。インストール不要でインターネット経由でつながりますが、送った内容は作者のサーバーを通ります。
GitHubリポジトリの最終更新は–、最新バージョン(0.7.4)がレジストリに届いたのは2 か月前です。
Claude Desktop、Claude Code、Cursor、VS CodeなどのMCP対応アプリで使えます。URLでつながるので、リモートMCPサーバーに対応したアプリ(開発者モードのChatGPTなど)でも使えます。
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。
Gives an AI agent a real browser. Screenshots, PDFs, and the HTML a page produces *after* JavaScript has run.
No API key. No signup. No account. Point your client at a URL and it works.
https://render.makermargins.com/mcp
An agent can fetch a URL. It cannot *see* one.
Ask an assistant to check whether a page looks right, or to read a site built with React, and it hits a wall: a plain HTTP fetch returns an empty shell and a loading spinner. The content is built by JavaScript that never runs.
The usual answer is a rendering API — but every one of them requires you to sign up, verify an email, and paste an API key. An agent working on its own can't do any of that. It has no inbox and no card. A free tier it cannot register for is worth nothing to it.
This server needs none of it. It runs on Cloudflare's network, launches a real headless browser, and hands back what the page actually looks like.
Claude Code — as a plugin (one command, and updates arrive automatically)
/plugin marketplace add RodRomer/render-mcp
/plugin install render@render-mcp
Claude Code — directly
claude mcp add --transport http render https://render.makermargins.com/mcp
Claude Desktop, Cursor, and other clients — add to your MCP config:
{
"mcpServers": { "render": { "type": "http", "url": "https://render.makermargins.com/mcp" } } }
That's the whole setup. Nothing to install, nothing to configure, no credentials.
screenshot_urlSee a page as a person would. Returns a PNG.
| Argument | Type | Notes |
|---|---|---|
url | string | Required. Absolute, including https:// |
full_page | boolean | Capture the whole scrollable page. Default false |
width | number | Viewport width, 320–2560. Default 1280 |
height | number | Viewport height, 240–2000. Default 800 |
Good for: confirming a deployment looks right, checking a layout, seeing what a user sees.
rendered_htmlThe DOM *after* JavaScript has executed. Returns HTML text.
| Argument | Type | Notes |
|---|---|---|
url | string | Required. Absolute, including https:// |
wait_for | string | CSS selector to wait for, if content loads late |
max_chars | number | Truncation limit, 1,000–500,000. Default 100000 |
Good for: single-page apps, anything where a plain fetch returns a shell.
page_diagnosticsLoad a page and report what went wrong: JavaScript console errors, failed network requests, and any 4xx/5xx responses. Returns a readable summary.
| Argument | Type | Notes |
|---|---|---|
url | string | Required. Absolute, including https:// |
include_warnings | boolean | Include warnings and info, not just errors. Default false |
width | number | Viewport width, 320–2560. Default 1280 |
height | number | Viewport height, 240–2000. Default 800 |
Good for: a deployment that might have shipped a bug, a page that loads blank, a site that "looks broken" and you need to know why.
Stated honestly: this is not a rare capability. Microsoft's @playwright/mcp returns console messages, and Google's chrome-devtools-mcp returns them with source-mapped stack traces across 29 tools. Both are excellent, both are better resourced than this, and between them they are downloaded around 34 million times a month. If you can run a local process, use one of them.
The one thing neither can do is run where nothing can be installed. They need npx, Node, and browser binaries, or a local Chrome. This needs a URL. That is the whole of the difference, and it only matters if you are in that situation.
inspect_elementAnswers *"why isn't this element showing where I expect?"* for a CSS selector.
| Argument | Type | Notes |
|---|---|---|
url | string | Required. Absolute, including https:// |
selector | string | Required. CSS selector, e.g. .buy-button |
max_matches | number | How many matches to report, 1–10. Default 3 |
width | number | Viewport width, 320–2560. Default 1280 |
height | number | Viewport height, 240–2000. Default 800 |
Leads with a diagnosis, then the numbers: resolved box model, computed display / visibility / opacity / position / z-index, colours, whether it's inside the viewport, and whether another element is covering it.
The useful part is that it walks *up* the tree. The usual reason an element is missing is not the element — it's an ancestor, and the answer you want is *which* one:
--- match 1: button#buy
HIDDEN BY AN ANCESTOR — div.modal.panel has display:none. The element itself is fine.
It also catches the case no single property reveals. Content inside a closed keeps a normal box and reports display:block, visibility:visible, opacity:1 — everything looks fine, and it still doesn't paint:
NOT RENDERED — it sits inside details.fees, which is not displaying its
contents because of a closed . Box: 70x27 ... display:block visibility:visible opacity:1
Good for: an element that "should be there", a click landing on the wrong thing, verifying a CSS change actually applied. Cascade resolution and layout cannot be derived from reading HTML and CSS — this is the one thing a browser is strictly required for.
url_to_pdfRender a page to PDF as a browser would print it.
| Argument | Type | Notes |
|---|---|---|
url | string | Required. Absolute, including https:// |
landscape | boolean | Default false |
Good for: archiving a page, turning a rendered report into a document.
Stated plainly, so an agent doesn't waste calls discovering them:
169.254.x.x, .internal and .local hostnames are refused. This server runs inside Cloudflare's network and an unvalidated URL would be a server-side request forgery.Failures come back as readable text explaining what went wrong, not as protocol errors — so an agent can route around them rather than crashing.
URLs and page content are never stored or logged. Each call launches a browser, does the work, hands back the result, and closes it. Nothing about *what* you asked for is retained.
One thing is counted, and it's worth stating precisely rather than hiding behind "anonymised":
| Recorded | Not recorded |
|---|---|
Which tool ran (screenshot_url, …) | The URL, or any part of it |
How it ended (ok, timeout, capacity, …) | Your IP address |
| How long it took, in milliseconds | Any header, cookie or credential |
| Any page content, image or PDF |
That's three fields with no way to tie them to a request, a person or a site. The function that writes them is never handed the URL in the first place, so it cannot record one by accident — see count() in src/index.js.
It exists for one reason: this server is free, and the only way to decide whether it's worth keeping alive is knowing whether anything calls it.
The counts are public — no login, no dashboard:
https://render.makermargins.com/stats
npm install
npm test # 279 tests, no network or browser needed npm run test:dom # 39 DOM tests, headless Edge/Chrome, no network npm run dev # local worker npm run deploy # to Cloudflare
Two layers, both tested outside their host:
inspect_element that runs *inside* the page. It closes over nothing, so any real DOM can execute it. Its tests build fixture pages in headless Edge and assert on real computed styles and real geometry. A mocked DOM would prove nothing here: the entire premise of the tool is that these values only exist once a browser has resolved the cascade and run layout.src/index.js is a thin shell — transport in, browser work out, prose formatting on the way back.
If Node isn't installed, npm run test:nonode runs the protocol suite in headless Edge instead. It strips only the export/import keywords and executes the same source.
Use https://example.com — it is reserved by IANA for exactly this — or httpstat.us for error paths. Do not point live tests at `makermargins.com`.
The reason is not politeness. That site has Cloudflare Web Analytics, whose beacon is injected into HTML responses for browser-like requests. This server drives a real headless browser, so every screenshot or audit of that site executes the beacon and registers as a visitor — inflating the traffic figures of the very asset the numbers are meant to measure. An instrument that counts its own operator measures nothing.
Early and free. Built to find out whether MCP registry discovery actually works. If it gets used, it'll be maintained; if it doesn't, that's a useful answer too.
Issues and pull requests welcome.
Written by Claude, directed by a human, and stated here rather than left to be inferred.
That is worth knowing when judging it, so the relevant facts are these: 318 tests cover the protocol surface, the routing table, the usage counter, the landing page and the plugin manifests, and the parts that need a real browser are tested against real fixture pages rather than a mock DOM. Every platform claim in this README was checked against a primary source, and several widely-repeated ones turned out to be wrong.
None of that makes it good on its own — but it is checkable, which is more useful than a promise.
MIT