ScrapingBee

live Web ScrapingDeveloper Tools

ScrapingBee MCP — headless-browser scraping with residential/stealth proxies, AI (ai_query) extraction, and structured Google SERP results. BYO ScrapingBee API key.

3 tools

0ms auth

free tier 50 calls/day

Tools

scrapingbee_scrape

Fetch and render any web page through ScrapingBee (headless browser + proxy rotation), returning the resulting HTML. Handles JS-heavy sites, geolocation, and ad-blocking. Example: scrapingbee_scrape({

No parameters required.

▶ Try it

Response

scrapingbee_ai_extract

Extract structured data from a web page using ScrapingBee's AI. Pass a natural-language question or field description via `ai_query` and get back structured JSON. Example: scrapingbee_ai_extract({ url

No parameters required.

▶ Try it

Response

scrapingbee_google

Scrape Google Search results via ScrapingBee's Google SERP API. Returns structured JSON with organic results, AI overviews, local results, related searches, and more. Example: scrapingbee_google({ sea

No parameters required.

▶ Try it

Response

Test with curl

The gateway speaks JSON-RPC 2.0 over HTTP POST. You can test any pack directly from the terminal.

List available tools

bash

curl -X POST https://gateway.pipeworx.io/scrapingbee/mcp \
  -H "Content-Type: application/json" \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/list"}'

Call a tool

bash

curl -X POST https://gateway.pipeworx.io/scrapingbee/mcp \
  -H "Content-Type: application/json" \
  -d '{"jsonrpc":"2.0","id":2,"method":"tools/call","params":{"name":"scrapingbee_scrape","arguments":{}}}'

Use with the SDK

Install @pipeworx/sdk to call tools from any TypeScript/Node project.

TypeScript

import { Pipeworx } from '@pipeworx/sdk';
const px = new Pipeworx();
const result = await px.call("scrapingbee_scrape", {});

ask_pipeworx

// Or ask in plain English:
const answer = await px.ask("scrapingbee mcp — headless-browser scraping with residential/stealth proxies, ai (ai_query) extraction, and structured google serp results");

Related packs

Other Pipeworx packs in the same categories (Web Scraping, Developer Tools):

MCP Config

claude_desktop_config.json

{
  "mcpServers": {
    "pipeworx-scrapingbee": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://gateway.pipeworx.io/scrapingbee/mcp"
      ]
    }
  }
}