Interact with WebScraping.AI for web data extraction and scraping.
WebScraping.AI becomes available to MCP clients through the webscraping.ai mcp server. Interact with WebScraping.AI for web data extraction and scraping.
A Model Context Protocol (MCP) server implementation that integrates with WebScraping.AI for web data extraction capabilities — Chromium JavaScript rendering, rotating datacenter/residential/stealth proxies, and AI-powered question answering and structured field extraction on any page.
timeout — Maximum web page retrieval time in ms (15000 by default, maximum is 30000)js_timeout — Maximum JavaScript rendering time in ms (2000 by default)wait_for — CSS selector to wait for before returning the page contentproxy — Type of proxy: datacenter, residential, or stealth (residential by default). Use stealth for the most heavily protected sites with advanced anti-bot detection — costs more than residential, see the pricing page.country — Country of the proxy to use (US by default). Supported countries: us, gb, de, it, fr, ca, es, ru, jp, kr, incustom_proxy — Your own proxy URL in "http://user:password@host:port" formatdevice — Type of device emulation. Supported values: desktop, mobile, tableterror_on_404 — Return error on 404 HTTP status on the target page (false by default)error_on_redirect — Return error on redirect on the target page (false by default)js_script — Custom JavaScript code to execute on the target pageCompare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.
Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| url | required, non-blank; sent as-is). |
| country | Two-letter country code of the proxy used to fetch the page, us by default. |
| transcript_language | Caption language to pick, e.g. en or de. Without it, English is preferred, then the first available track. If the video has no captions in that language, data.t |
| params | object of extra query parameters (string, number or boolean values) sent as-is, for site-specific parameters added after this release. Keys must match [A-Za-z0- |
{
"mcpServers": {
"mcp-server-webscraping-ai": {
"command": "npx",
"args": [
"-y",
"webscraping-ai-mcp"
],
"env": {
"WEBSCRAPING_AI_API_KEY": "YOUR_WEBSCRAPING_AI_API_KEY",
"WEBSCRAPING_AI_CONCURRENCY_LIMIT": "5",
"WEBSCRAPING_AI_ENABLE_CONTENT_SANDBOXING": "true"
}
}
}
}From the project documentation. Replace placeholders and example paths before connecting.
| Variable | Description | Required |
|---|---|---|
| WEBSCRAPING_AI_API_KEY | Declared in the maintainer’s client configuration. | Check documentation |
| WEBSCRAPING_AI_CONCURRENCY_LIMIT | Declared in the maintainer’s client configuration. | Check documentation |
| WEBSCRAPING_AI_ENABLE_CONTENT_SANDBOXING | Declared in the maintainer’s client configuration. | Check documentation |
Retrieve public web pages as readable Markdown with the reference Fetch MCP server, including pagination for longer responses.
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