Scrape any website, extract structured data, and collect web content at scale with AI agents
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io.scrapfly.mcp/mcp is an MCP server that scrape any website, extract structured data, and collect web content at scale with AI agents. Its tool list has not been published yet over stdio, sse and http, requires no API key, and scores 86/100 on MCPpedia's security, maintenance and efficiency rubric.
Config is the same across clients - only the file and path differ.
{
"mcpServers": {
"scrapfly": {
"args": [
"mcp-remote",
"https://mcp.scrapfly.io/mcp"
],
"command": "npx"
}
}
}Are you the author?
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Scrape any website, extract structured data, and collect web content at scale with AI agents
Run this in your terminal to verify the server starts. Then let us know if it worked - your result helps other developers.
npx -y 'scrapfly-cloud-mcp' 2>&1 | head -1 && echo "✓ Server started successfully"
After testing, let us know if it worked:
Five weighted categories - click any category to see the underlying evidence.
No known CVEs.
Checked scrapfly-cloud-mcp against OSV.dev.
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Give your AI real-time access to any website
🌐 Landing Page • 📖 Documentation • 🎮 Live Demo • 🔑 Get API Key
| Remote server | https://mcp.scrapfly.io/mcp (streamable HTTP, nothing to install) |
| Self-hosted | Go binary (stdio or -http) or the Docker image of this repo, see Self-Hosted below |
| stdio-only clients | npx mcp-remote https://mcp.scrapfly.io/mcp |
| Authentication | OAuth2 sign-in on the remote server, or a Scrapfly API key (SCRAPFLY_API_KEY, Authorization: Bearer <key>) |
| Tools | 62: web scraping (5), account (2), Cloud Browser sessions (9), page interaction (17), WebMCP (2), credential vaults (15), alerts (12). Full list under Available Tools below. |
Add it to any MCP client:
{
"mcpServers": {
"scrapfly": { "type": "http", "url": "https://mcp.scrapfly.io/mcp" }
}
}
Tools that fetch pages need no setup beyond the key: web_get_page (quick fetch), web_scrape (full control: JS rendering, proxy pool, country, extraction) and screenshot.
The Scrapfly MCP Server connects your AI assistants to live web data through the Model Context Protocol. Transform your AI from being limited by training data to having real-time access to any website.
| Capability | Description |
|---|---|
| 🌐 Scrape Live Data | Pull current prices, listings, news, or any webpage content in real-time |
| 🛡️ Bypass Anti-Bot Systems | Automatically handle CAPTCHAs, proxies, JavaScript rendering, and rate limits |
| ⚡ Extract Structured Data | Parse complex websites into clean JSON using AI-powered extraction |
| 📸 Capture Screenshots | Take visual snapshots of pages or specific elements for analysis |
Built on battle-tested infrastructure used by thousands of developers:
📖 Learn more: Why Scrapfly MCP?
Click one of the buttons below to install the MCP server in your preferred IDE:
[
](https://vs-open.link/mcp-install?%7B%22type%22%3A%22http%2