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)
Free website traffic checker: monthly visits, traffic sources, top countries and domain compares.
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。
Authorization标为机密的值是你账户的钥匙。千万不要分享给别人,也不要粘贴到聊天里。
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 …”。
这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。
在终端中运行这条命令
claude mcp add --transport http vaneform https://vaneform.com/mcp --header 'Authorization: your-value'运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"vaneform": {
"url": "https://vaneform.com/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}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": {
"vaneform": {
"type": "http",
"url": "https://vaneform.com/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}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。
这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。
你的选择通过 Cookie 保存在这台设备上,无需账户。
Authorization 机密 必填 HTTP header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。
依据这个服务器的连接方式和各应用自己的文档,检查于 2026年11月10日。
通过互联网连接,适用于
ClaudeChatGPTGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatOpen WebUIRaycast
工具名称和描述与服务器在 2026年11月7日 报告的完全一致。这些内容由作者撰写,不是我们写的;我们以纯文本形式显示。
research_siteFree early-access standalone site research. Query Google ads by domain or advertiser, public Meta ads by keyword, AdSense accounts/related sites, outbound page links, collected ad text, recorded website opportunities or DR changes. Source acquisition is explicit and bounded; all
get_research_workspaceRead the caller saved research, folders, private notes, tool history, publisher/ad monitors and in-app change notifications. Free; 0 credits. Account ownership comes from the authenticated key.
save_researchSave a standalone site-tool query in the caller workspace, with a folder and private notes. Free; 0 credits.
monitor_researchMonitor a Google Ads or AdSense query daily or weekly. Record newly observed public ads and connected sites as private in-app notifications. The first successful observation establishes a baseline. Free; 0 credits.
manage_researchManage the caller private research: remove a saved target, pause/resume or change daily/weekly monitoring, remove a monitor, check current public data, or mark a change notification read. Use IDs from get_research_workspace. Free; 0 credits.
lookup_domainRead a cached Vaneform domain snapshot: scale (full-site or search visits), registry, site profile, and link-rank popularity. Optional include=baidu is cached Baidu rank. Optional include=search is Pro-only keyword rankings (ranked keywords, landing pages, search competitors) fro
get_accountRead the caller plan, website lookup allowance, and credit balance. This call spends 0. Use before a batch.
lookup_keywordRead a US/EN keyword brief: monthly searches, difficulty, CPC, and Google occupancy. Pro-only. At most 30 Google results. A cache hit is free; a successful miss spends 60 credits. After trimming, longer than 200 characters is invalid. Matching uses the lowercased, space-collapsed
compare_bulkCompare domains side by side. Returns scale and registry. Fetches traffic when monthly visits are missing. Spends 1 credit per compared domain with data. Up to 3 domains on Free, 30 on Pro. Use for 批量对比.
compare_tldCompare the same registrable name across suffixes. Default suffixes are com,ai,io. example.com is read as example. Response suffixes and items follow a fixed suffix order; match the returned suffixes. Fetches traffic when monthly visits are missing. Spends 1 credit per compared d
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11日
发布者(jiangqizheng)不是仓库所有者(vaneform);可能是其他人代为上架的
代码最后更新于24天前
我们还没有从 GitHub 读取这个仓库
在 153 毫秒内响应(HTTP 200)
无需登录
已读取 10 个工具描述,未发现针对 AI 的隐藏指令
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 4 项适用的基础检查中通过了 3 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。
你需要填写:Authorization
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24天前,最新版本(1.4.3)于24天前进入注册中心。
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, Scrapling MCP Server, Chrome DevTools MCP
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:↓ 每周下载量i★ 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.
Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.
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。
Website traffic lookups for AI assistants and the terminal. This repo has an MCP server, a small CLI and an agent skill for Vaneform, a free website traffic checker.
Ask your assistant "how much traffic does notion.so get?" or "compare figma.com and canva.com" and it answers with estimated monthly visits, month-over-month change, rank, top countries, traffic sources and registry facts. Traffic figures are third-party traffic estimates; see the Vaneform methodology.
| Piece | What it is |
|---|---|
| Hosted MCP server | https://vaneform.com/mcp (Streamable HTTP). Zero install, and the recommended option. |
vaneform-mcp | Local stdio MCP server for clients that only run local commands. It proxies the hosted server, so tools never drift. |
vaneform CLI | vaneform notion.so, vaneform compare a.com b.com, vaneform tld name. It shares the same client. |
skills/website-traffic-lookup | Agent skill (Claude / Agent Skills format) that tells an assistant when to check traffic and how to read and cite the result. |
These tool names and descriptions come from the hosted server's tools/list:
| Tool | What it does | Cost |
|---|---|---|
lookup_domain | Cached snapshot of a domain: visits (full-site or search), registry, site profile, link-rank popularity | 1 credit |
compare_bulk | Side-by-side visits and registry for several domains; fetches traffic when it is missing | 1 credit per domain |
compare_tld | One name across suffixes (default com,ai,io) | 1 credit per domain |
get_account | Plan and remaining credits | free |
lookup_keyword | US keyword brief: volume, difficulty, CPC, Google occupancy (Pro) | 60 credits |
Repeating a domain lookup within 24 hours is free. Site keyword rankings (Pro, 200 credits) are available through the API with include=search.
| Free | Pro | |
|---|---|---|
| Credits per month | 100 | 10,000 |
| API key, MCP and CLI | ✓ | ✓ |
| Domain lookup and compare (1 credit per domain, repeats within 24h free) | ✓ | ✓ |
| Keyword brief (60 credits) | ✓ | |
| Site keyword rankings (200 credits) | ✓ |
Each key allows 60 requests a minute and 5,000 a day (429 lookup_rate_exceeded above that). See pricing.
Discovery (initialize, tools/list) is open. Tool calls need a Vaneform API key.
Authorization: Bearer vf_live_… or X-API-Key: vf_live_…. Local server and CLI: set VANEFORM_API_KEY.Without a key, tools still list, and a call returns a sign-up link plus a browser link such as https://vaneform.com/?q=notion.so.
claude mcp add --transport http --scope user vaneform https://vaneform.com/mcp \
--header "Authorization: Bearer vf_live_…"
~/.cursor/mcp.json (or .cursor/mcp.json in a project):
{
"mcpServers": { "vaneform": { "url": "https://vaneform.com/mcp", "headers": { "Authorization": "Bearer vf_live_…" } } } }
The simplest Claude Desktop setup that passes your key is the local proxy. Edit claude_desktop_config.json (macOS: ~/Library/Application Support/Claude/, Windows: %APPDATA%\Claude\):
{
"mcpServers": { "vaneform": { "command": "npx", "args": ["-y", "github:vaneform/vaneform-mcp"], "env": { "VANEFORM_API_KEY": "vf_live_…" } } } }
The package isn't on npm yet, so npx installs it from GitHub. The first start takes a little longer because it builds once. If npx exits right away on an old system npm (Debian's packaged npm 9.2 does this with GitHub packages), run npm install -g github:vaneform/vaneform-mcp and use "command": "vaneform-mcp" with no args.
export VANEFORM_API_KEY=vf_live_…
codex mcp add vaneform --url https://vaneform.com/mcp --bearer-token-env-var VANEFORM_API_KEY
https://vaneform.com/mcp, transport Streamable HTTP, header Authorization: Bearer vf_live_… (or X-API-Key: vf_live_…)npx -y github:vaneform/vaneform-mcp, env VANEFORM_API_KEYnpx -p github:vaneform/vaneform-mcp vaneform --help
export VANEFORM_API_KEY=vf_live_… vaneform notion.so # traffic overview vaneform compare notion.so coda.io # side by side vaneform tld vaneform --suffixes com,ai,io vaneform account # plan and remaining credits (free) vaneform notion.so --json # raw API JSON
Output with no key set:
$ vaneform tools
lookup_domain Read a cached Vaneform domain snapshot: scale (full-site or search visits), registry, site profile, and link-rank popularity. get_account Read the caller plan, website lookup allowance, and credit balance. lookup_keyword Read a US/EN keyword brief: monthly searches, difficulty, CPC, and Google occupancy. compare_bulk Compare domains side by side. compare_tld Compare the same registrable name across suffixes.
$ vaneform github.com VANEFORM_API_KEY is not set, so this tool cannot call the Vaneform API. Create a free API key at https://vaneform.com/account/api (100 credits a month; 1 credit per domain). Check it in a browser instead: https://vaneform.com/?q=github.com
With a key, vaneform prints visits, MoM change, rank, top countries, sources, registry dates and the report link, followed by Data: Vaneform (third-party traffic estimates).
curl -s https://vaneform.com/mcp \
-H 'content-type: application/json' -H 'accept: application/json, text/event-stream' \ -d '{"jsonrpc":"2.0","id":1,"method":"tools/list"}'
The same key works for the REST API: docs, OpenAPI.
Copy the skill so your assistant knows when to reach for traffic data and how to cite it:
# Claude Code (user-wide)
mkdir -p ~/.claude/skills/website-traffic-lookup curl -fsSL https://raw.githubusercontent.com/vaneform/vaneform-mcp/main/skills/website-traffic-lookup/SKILL.md \ -o ~/.claude/skills/website-traffic-lookup/SKILL.md
For other agents that read SKILL.md folders, put it in that agent's skills directory (for example .agents/skills/ in a project). Vaneform also serves a lower-level API skill at vaneform.com/skill.md.
status: "missing" means Vaneform hasn't cached that domain yet. It does not mean zero traffic. compare_bulk fetches it.as_of) and a confidence label. Quote them.npm install # also builds dist/
npm run lint # biome + tsc npm test # unit tests + a stdio test with the official MCP SDK client VANEFORM_MCP_URL=http://localhost:3000/mcp node dist/bin/vaneform.js tools # point at another server
The runtime has no dependencies and needs Node 18 or newer. This repo contains only the client. No data collection code lives here.
MIT. The license covers this code only, not data returned by the API. Traffic figures are third-party estimates served by Vaneform.