Browser Use
Browser agents and stealth cloud browsers for AI: run web tasks, fill forms, extract data.
제작자가 쓴 설명(영어 원문)
Hosted browser for AI agents: screenshots, post-JS DOM, console, WCAG. No install, no API key.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
웹, 데스크톱, 모바일의 Claude에서 쓸 수 있어요:
https://render.makermargins.com/mcp터미널에서 이 명령어를 실행하세요
claude mcp add --transport http render https://render.makermargins.com/mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"render": {
"url": "https://render.makermargins.com/mcp"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"render": {
"type": "http",
"url": "https://render.makermargins.com/mcp"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요:
https://render.makermargins.com/mcp메뉴 이름은 요금제나 시기에 따라 조금 다를 수 있어요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
아직 이 서버의 도구 목록을 읽지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 6일 점검
레지스트리 이름이 GitHub 계정 RodRomer 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트를 점검할 때 도구 목록을 읽어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
제작자의 클라우드에서 실행돼요. 설치 없이 인터넷으로 연결하지만, 보내는 내용은 제작자의 서버를 거쳐요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.7.4)은 2개월 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. URL로 연결되기 때문에, 원격 MCP 서버를 지원하는 앱(예: 개발자 모드의 ChatGPT)에서도 쓸 수 있어요.
같은 카테고리에는: Browser Use, Chrome DevTools MCP, MCP Server Browser
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
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
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
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