scrapeless-ai/scrapeless-mcp-server 是从 https://github.com/scrapeless-ai/scrapeless-mcp-server. 导入的一个 MCP 服务器候选。
概览
scrapeless-ai/scrapeless-mcp-server 是从 https://github.com/scrapeless-ai/scrapeless-mcp-server. 导入的一个 MCP 服务器候选。
概述（AI 翻译）
欢迎使用官方无抓取模型上下文协议（MCP）服务器——一个强大的集成层，赋能大型语言模型、人工智能代理和人工智能应用实时与网络交互。
基于开放MCP标准构建，Scrapeless MCP服务器无缝连接了像ChatGPT、Claude等模型，以及Cursor和Windsurf等工具，支持多种外部功能，包括：
- 谷歌服务集成（搜索，趋势）
- 页面级导航和交互的浏览器自动化
- 抓取动态、JS含量高的网站——导出为HTML、Markdown或截图
- **通过点击链接爬取整个网站，并以多种格式捕获每个页面
- AI 抓取器 为 ChatGPT、Gemini、Perplexity、Copilot、Google AI 模式、Google AI 概览、Grok 或 Alexa 创建 AI 抓取器任务
无论你是在构建人工智能研究助理、编码副驾驶，还是自主网络代理，这台服务器都能为你的工作流程提供动态上下文和真实世界数据——不会被阻碍。
使用示例
- 使用 Claude 实现的自动化网页交互与数据提取
本页由 AI 翻译，技术细节请以原文为准。
README
以下为原文 README 节选，完整内容请查看原文。
Scrapeless MCP Server
Welcome to the official Scrapeless Model Context Protocol (MCP) Server — a powerful integration layer that empowers LLMs, AI Agents, and AI applications to interact with the web in real time.
Built on the open MCP standard, Scrapeless MCP Server seamlessly connects models like ChatGPT, Claude, and tools like Cursor and Windsurf to a wide range of external capabilities, including:
- Google services integration (Search, Trends)
- Browser automation for page-level navigation and interaction
- Scrape dynamic, JS-heavy sites—export as HTML, Markdown, or screenshots
- Crawl entire websites by following links and capture each page in multiple formats
- AI Scraper Create an AI Scraper task for ChatGPT, Gemini, Perplexity, Copilot, Google AI Mode, Google AI Overview, Grok, or Alexa
Whether you’re building an AI research assistant, a coding copilot, or autonomous web agents, this server provides the dynamic context and real-world data your workflows need—without getting blocked.
Usage Examples
- Automated Web Interaction and Data Extraction with Claude
Using Scrapeless MCP Browser, Claude can perform complex tasks such as web navigation, clicking, scrolling, and scraping through conversational commands, with real-time preview of web interaction results via live sessions.
- Bypassing Cloudflare to Retrieve Target Page Content
Using the Scrapeless MCP Browser service, the Cloudflare page is automatically accessed, and after the process is completed, the page content is extracted and returned in Markdown format.
- Extracting Dynamically Rendered Page Content and Writing to File
Using the Scrapeless MCP Universal API, the JavaScript-rendered content of the target page above is scraped, exported in Markdown format, and finally written to a local file named text.md.
- Automated SERP Scraping
Using the Scrapeless MCP Server, query the keyword “web scraping” on Google Search, retrieve the first 10 search results (including title, link, and summary), and write the content to the file named serp.text.
Here are some additional examples of how to use these servers:
| Example |
|---|
| Search scrapeless by Google search. |
| Find the search interest for “AI” over the last year. |
安装
npx -y scrapeless-mcp-server配置
{
"mcpServers": {
"Scrapeless MCP Server": {
"command": "npx",
"args": ["-y", "scrapeless-mcp-server"],
"env": {
"SCRAPELESS_API_KEY": "YOUR_SCRAPELESS_KEY"
}
}
}
}