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)
Turn any public webpage into JSON with AI, save it as a live JSON API, and call it from your agent.
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。
PULPMINER_API_KEY, PULPMINER_BASE_URL, PULPMINER_TIMEOUT_MS, 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。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"pulpminer": {
"command": "npx",
"args": [
"-y",
"pulpminer-mcp"
],
"env": {
"PULPMINER_API_KEY": "your-value",
"PULPMINER_BASE_URL": "your-value",
"PULPMINER_TIMEOUT_MS": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add --transport http pulpminer https://mcp.pulpminer.com/mcp --header 'Authorization: Bearer {api_key}'claude mcp add pulpminer --env PULPMINER_API_KEY=your-value --env PULPMINER_BASE_URL=your-value --env PULPMINER_TIMEOUT_MS=your-value -- npx -y pulpminer-mcp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": {
"pulpminer": {
"url": "https://mcp.pulpminer.com/mcp",
"headers": {
"Authorization": "Bearer {api_key}"
}
}
}
}粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"pulpminer": {
"command": "npx",
"args": [
"-y",
"pulpminer-mcp"
],
"env": {
"PULPMINER_API_KEY": "your-value",
"PULPMINER_BASE_URL": "your-value",
"PULPMINER_TIMEOUT_MS": "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": {
"pulpminer": {
"type": "http",
"url": "https://mcp.pulpminer.com/mcp",
"headers": {
"Authorization": "Bearer {api_key}"
}
}
}
}粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"pulpminer": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"pulpminer-mcp"
],
"env": {
"PULPMINER_API_KEY": "your-value",
"PULPMINER_BASE_URL": "your-value",
"PULPMINER_TIMEOUT_MS": "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。
PULPMINER_BASE_URL envPULPMINER_TIMEOUT_MS envAuthorization 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。
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 pulpminercom 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。
你需要填写:PULPMINER_API_KEY, Authorization
两种方式都可以:安装在你的电脑上,或者连接云端版本。
GitHub 仓库最后更新于–,最新版本(0.1.1)于25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, 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。
Source: github.com/pulpminercom/pulpminer-mcp · Issues: github.com/pulpminercom/pulpminer-mcp/issues
An MCP server for PulpMiner. It lets AI assistants (Cursor, Claude Desktop, and any other MCP client):
{{ variables }} in the URL).| Tool | What it does | Backend endpoint | Credits |
|---|---|---|---|
pulpminer_generate_json | Scrape a URL and convert it to JSON with AI (optional jsonFormat sample, CSS selector, extra instructions) | POST /external/ai/json | 0.25 (+0.1 renderJs) |
pulpminer_save_as_api | Save URL + JSON format (+ optional dynamic URL template, cache) as an API; returns the API id and endpoint | POST /external/ai/json/save | free |
pulpminer_fetch_api_data | Call a saved API (GET, or POST with variables for dynamic APIs) | GET/POST /external/{apiId} | 0.4 (+0.1 renderJs) |
pulpminer_list_saved_apis | List saved APIs (id, url, dynamic URL template and its variables) | GET /external/api/url | free |
pulpminer_check_api_key | Validate the API key and show which credentials are configured | GET /external/n8n/auth | free |
Option values match the backend: scraper is scraper_1 (default) or scraper_2. llm is llm_2 (OpenAI GPT, default), llm_1 (Google Gemini), or llm_3 (Groq, only if enabled for your account).
| Env var | Required | Description |
|---|---|---|
PULPMINER_API_KEY | yes | Your API key from the PulpMiner dashboard → API Keys. Sent as the apikey header. It is the only credential any tool needs. |
PULPMINER_BASE_URL | no | Default https://api.pulpminer.com |
PULPMINER_TIMEOUT_MS | no | Default 300000 (scraping plus the LLM step can take a while) |
git clone https://github.com/pulpminercom/pulpminer-mcp.git
cd pulpminer-mcp npm install npm run build
Run it:
PULPMINER_API_KEY=... node dist/index.js # stdio
PULPMINER_API_KEY=... node dist/index.js --http # Streamable HTTP on http://127.0.0.1:3333/mcp
Once published to npm, this becomes npx -y pulpminer-mcp.
~/.cursor/mcp.json or .cursor/mcp.json){
"mcpServers": { "pulpminer": { "command": "npx", "args": ["-y", "pulpminer-mcp"], "env": { "PULPMINER_API_KEY": "your-api-key" } } } }
claude_desktop_config.json){
"mcpServers": { "pulpminer": { "command": "npx", "args": ["-y", "pulpminer-mcp"], "env": { "PULPMINER_API_KEY": "your-api-key" } } } }
Before it is published, use a local build: "command": "node", "args": ["/absolute/path/to/pulpminer-mcp/dist/index.js"].
Start with --http (PORT, HOST env; it binds to 127.0.0.1:3333 by default) and point the client at http://127.0.0.1:3333/mcp. The server is stateless. Each request can send its own API key in the x-pulpminer-api-key header, which overrides PULPMINER_API_KEY. That makes it usable as a hosted multi-user endpoint (put it behind HTTPS).
{
"mcpServers": { "pulpminer": { "url": "http://127.0.0.1:3333/mcp", "headers": { "x-pulpminer-api-key": "your-api-key" } } } }
pulpminer_generate_json { url, jsonFormat? }: preview the JSON.pulpminer_save_as_api { url, jsonFormat, cache?, dynamicUrl? } returns apiId and endpoint.pulpminer_fetch_api_data { apiId, variables? }Dynamic API example: dynamicUrl: "https://example.com/search?q={{ query }}", then fetch it with variables: { "query": "laptops" }.
npm test # builds, then runs scripts/smoke-test.mjs against a local mock API (no real calls)
npm run inspect # opens the MCP Inspector UI npx @modelcontextprotocol/inspector --cli node dist/index.js --method tools/list
remote/ is a Cloudflare Worker serving the same tools over Streamable HTTP (stateless) at https://mcp.pulpminer.com/mcp. Send your PulpMiner API key as Authorization: Bearer (or x-pulpminer-api-key); it is only forwarded to the PulpMiner API, never stored.
{ "mcpServers": { "pulpminer": { "url": "https://mcp.pulpminer.com/mcp", "headers": { "Authorization": "Bearer YOUR_API_KEY" } } } }
Local dev: cd remote && npm install && npm run dev (Node 22+).