Automate cloud browsers using the Scrapfly Cloud Browser API with Python Playwright
Use the Scrapfly RPA API to run typed workflow graphs against managed cloud browsers, retrieve produced artifacts (HTML snapshots…
Capture web page screenshots using the Scrapfly Screenshot API with the Python SDK
Automate Scrapingant tasks via Rube MCP (Composio).
Automate Scrapingbee tasks via Rube MCP (Composio).
ScrapingDog integration. Manage data, records, and automate workflows. Use when the user wants to interact with ScrapingDog data.
Fetch websites and extract structured data with Scrapling for research and agency workflows.
Use when creating automated screen recordings, demo videos, or visual documentation of browser-based features.
This snippet should be used when reading, organizing, and naming screenshots with date prefixes.
Automate Screenshotone tasks via Rube MCP (Composio).
Browser automation with Puppeteer CLI scripts.
Use when the user wants to SEE the browser act — visible Chrome window with mouse movements, clicks, scrolling.
Automate Serpapi tasks via Rube MCP (Composio).
Google Search scraping with SerpApi -- organic results, knowledge graph,
Optimize SerpApi costs by reducing credit consumption and choosing the
Configure SerpApi local development with cached responses and test fixtures.
Optimize SerpApi performance with caching, async searches, and result
Handle SerpApi rate limits and credit-based usage quotas.
Production architecture for SerpApi search services with caching, monitoring,
Production-ready SerpApi client patterns with caching, typing, and multi-engine
Migrate between SerpApi client versions and handle package changes.