Apify
The Actor marketplace is the draw: for most popular sites someone has already built and maintains the scraper, and agent-facing interfaces (API, MCP) are first-class. Costs need watching, since compute units plus per-Actor fees stack on top of the subscription and are hard to predict before you run at volume.
Pros
- Huge catalog of maintained scrapers for common targets
- Real free tier with $5 of usage and no card required
- SDKs, CLI, proxies and scheduling in one platform
- Published discounts for startups, universities and nonprofits
Cons
- Two-layer pricing (subscription plus usage plus Actor fees) complicates forecasting
- Marketplace Actor quality varies by author
- Large-scale scraping raises site-terms and legal questions the platform leaves to you