ScrapingBee integration
Web scraping API that handles headless browsers, proxy rotation, and CAPTCHA solving. Extract data from any website with JavaScript rendering, premium proxies, screenshots, and structured data extraction from Google, Amazon, Walmart, and YouTube.
Say what should happen.
The workflow builds itself.
Common ScrapingBee use cases
- Monitor product pricing
- Collect video metadata
- Track product availability
- Scrape any website
- Get video statistics
- Search YouTube videos
- Monitor Walmart prices
- Visual page monitoring
- Extract product details
- Monitor search rankings
What you can do with ScrapingBee
Each of these is one operation on one endpoint, available both as a workflow step and as a tool an AI agent can call on its own. Nothing bundles several operations into one action, so what a run did stays readable afterwards.
Most endpoints run on the free plan. A few, mainly the ones that publish on your behalf, need a paid plan.
Data, 2 operations
ai_extractAi extractGETUses AI to intelligently extract data from a web page.extract_dataExtract dataGETExtracts structured data from a page using CSS selectors.
Page, 2 operations
scrapeScrapeGETScrapes a web page with headless browser and proxy rotation.scrape_postScrape postPOSTScrapes a URL using a POST request with a custom body.
Account, 1 operation
accountAccountGETChecks remaining API credits and account usage.
Ai response, 1 operation
chatgptChatgptGETSends a prompt to GPT and returns an AI-generated response.
Amazon product, 1 operation
amazon_productAmazon productGETGets detailed product data for an Amazon ASIN.
Amazon products, 1 operation
amazon_searchAmazon searchGETSearches Amazon and returns structured product results.
Browser, 1 operation
js_scenarioJs scenarioGETExecutes browser actions like click, scroll, and type before scraping.
Screenshot, 1 operation
screenshotScreenshotGETCaptures a screenshot of a web page as PNG.
Search results, 1 operation
google_searchGoogle searchGETScrapes Google search results as structured JSON.
Walmart product, 1 operation
walmart_productWalmart productGETGets detailed product data for a Walmart product.
Walmart products, 1 operation
walmart_searchWalmart searchGETSearches Walmart and returns structured product results.
Youtube transcript, 1 operation
youtube_transcriptYoutube transcriptGETGets the transcript or subtitles for a YouTube video.
Youtube video, 1 operation
youtube_metadataYoutube metadataGETGets detailed metadata for a YouTube video.
Youtube videos, 1 operation
youtube_searchYoutube searchGETSearches YouTube and returns structured video results.
ScrapingBee API rate limits
Concurrent request limits vary by plan. Exceeding returns HTTP 429.
These are the limits ScrapingBee documents, not ones LiveContext measured. They can change and often depend on your plan, so check the ScrapingBee documentation for current values.
Use ScrapingBee from Claude Code, Cursor or Codex
Connect ScrapingBee in LiveContext, create an API key in Settings, then add the LiveContext MCP server to your client. Its ScrapingBee operations become tools the client can call, next to every other integration you connected.
claude mcp add --transport http livecontext https://livecontext.ai/mcp --header "X-API-Key: YOUR_API_KEY"[mcp_servers.livecontext]
url = "https://livecontext.ai/mcp"
[mcp_servers.livecontext.http_headers]
"X-API-Key" = "YOUR_API_KEY"{
"mcpServers": {
"livecontext": {
"type": "http",
"url": "https://livecontext.ai/mcp",
"headers": {
"X-API-Key": "YOUR_API_KEY"
}
}
}
}How to connect ScrapingBee
- Create your workspace
Sign up free. Nothing to install.
- Connect ScrapingBee once
Add your ScrapingBee connection in Settings. Every tool from this integration reuses it, and secrets are encrypted at rest and visible only to you.
- Describe the job in chat
The workflow builds itself in front of you and picks the endpoints it needs. Drag the steps yourself on the canvas whenever you would rather be explicit.
ScrapingBee integration FAQ
What can you do with the ScrapingBee integration?
LiveContext exposes 16 operations on ScrapingBee, covering data, page, account and ai response. Common uses include Monitor product pricing, Collect video metadata and Track product availability.
What are the ScrapingBee API rate limits?
Concurrent request limits vary by plan. Exceeding returns HTTP 429. Limits are set by ScrapingBee and can depend on your plan.
