Browser Use
Browser agents and stealth cloud browsers for AI: run web tasks, fill forms, extract data.
作者提供的说明(英文原文)
Hosted browser for AI agents: screenshots, post-JS DOM, console, WCAG. No install, no API key.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
适用于网页版、桌面版和手机版 Claude:
https://render.makermargins.com/mcp在终端中运行这条命令
claude mcp add --transport http render https://render.makermargins.com/mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"render": {
"url": "https://render.makermargins.com/mcp"
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"render": {
"type": "http",
"url": "https://render.makermargins.com/mcp"
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
ChatGPT 只能连接互联网上的服务器:
https://render.makermargins.com/mcp菜单名称可能因套餐和版本不同而略有差异。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
我们还没有读取这个服务器的工具列表;我们会轮流检查各个端点。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日
注册名称已通过 GitHub 账户 RodRomer 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
尚未检查;我们会轮流检查各个端点
尚未检查;我们会轮流检查各个端点
尚未检查;我们会在检查端点时读取工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
GitHub 仓库最后更新于–,最新版本(0.7.4)于2个月前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
同一分类中有:Browser Use, Chrome DevTools MCP, MCP Server Browser
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间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
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
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