Connect Scrapingbee to OpenClaw on Operator.io
Scrapingbee is a web scraping API that handles browsers and proxy rotation for you. It lets you extract HTML from any website with a single API call.
Automate Scrapingbee with AI
Operator runs your personal agent on OpenClaw, the open source agent framework, and points it straight at Scrapingbee. You message the agent on Telegram or Discord, tell it what you need in plain language, and it operates Scrapingbee on its own, running actions like scrapingbee data extraction, scrapingbee html fetch, scrapingbee proxy mode.
Your agent reaches Scrapingbee directly or through connectors like Composio MCP and Pipedream MCP, which handle the sign in and token refresh for you, so there is nothing to wire up and no API keys to paste.
What your agent can do with Scrapingbee
Your agent can call any of these Scrapingbee actions by name as part of a larger task. Ask for the outcome you want and it picks the right ones.
ScrapingBee Data Extraction
Tool to extract structured data from a webpage using CSS or XPath selectors. Use ScrapingBee's extract_rules feature.
ScrapingBee HTML Fetch
Tool to fetch HTML or screenshot via ScrapingBee HTML API. Use when you need page markup or image after optional JS rendering and resource controls. For anti-bot or CAPTCHA-protected sites (e.g., Cloudflare), combine render_js=true with...
ScrapingBee Proxy Mode
Tool to fetch web content via ScrapingBee's Proxy Mode. Use when you need to route requests through ScrapingBee proxies with optional JS rendering and resource blocking.
ScrapingBee Stealth Proxy
Tool to perform stealth scraping via ScrapingBee's Stealth Proxy mode. Use when you encounter anti-bot measures requiring undetectable requests.
ScrapingBee Usage Stats
Tool to retrieve usage statistics for your ScrapingBee account. Use when you need to monitor remaining credits and request count.
How to connect Scrapingbee
You authorize Scrapingbee once from your dashboard. Operator holds the connection and refreshes the access tokens on its own, so your agent keeps working with Scrapingbee without you signing in again. The same setup unlocks every other app your agent can reach, so you only do it once.
When you are ready, the get started guide walks through standing up your OpenClaw agent.
Common questions about Scrapingbee
- How do I connect Scrapingbee to Operator?
- You authorize Scrapingbee once from your Operator dashboard. Operator holds the connection and refreshes the access token for you, so your agent keeps working with Scrapingbee without you signing in again.
- Can my agent work with issues and pull requests in Scrapingbee?
- Yes. It can open and comment on issues, review pull requests, manage labels, and read project details when you ask. Teams use it to triage incoming work, draft release notes, and post a summary of what changed without leaving chat.
- Do I need to write code or manage Scrapingbee API keys?
- No code and no API keys. You authorize Scrapingbee through a normal sign in and Operator handles the connection, so there is nothing to wire up or host.
- Can my agent use Scrapingbee together with my other apps?
- Yes. The same agent reaches every app you connect, so it can move between Scrapingbee and tools like GitHub, Supabase, Pagerduty in one job, reading from one and acting in another without you wiring anything between them.
More apps to automate
Apps your agent runs alongside Scrapingbee, or browse all integrations.
Put your agent on Scrapingbee
Sign in, connect Scrapingbee, and hand your agent the work. Your first week is free.
Try for free