🌐 Looking for the best web & scraping agents? We ranked all 116 agents in the Web & Scraping category by GitHub stars and community trust. Here are the top 10.
Top 10 Web & Scraping Agents
- browser-use (78,000 stars, trust 91) — Make AI agents interact with any website
- Crawl4AI (36,000 stars, trust 83) — Open-source LLM-friendly web crawler and scraper
- Scrapling (34,780 stars, trust 77) — 🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!
- Chrome Devtools Mcp (33,343 stars, trust 77) — Chrome DevTools for coding agents
- Chrome Devtools Mcp (33,343 stars, trust 77) — Chrome DevTools for coding agents
- Ui Tars Desktop (29,287 stars, trust 76) — The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra
- Lightpanda (27,311 stars, trust 75) — The headless browser designed for AI agents and web automation
- Gpt Researcher (26,261 stars, trust 75) — An autonomous agent that conducts deep research on any data using any LLM providers
- Firecrawl (25,000 stars, trust 82) — Turn entire websites into LLM-ready markdown
- ScrapeGraphAI (18,000 stars, trust 81) — AI-powered web scraping with knowledge graphs
How We Rank
Rankings are based on real signals: GitHub stars, download counts, update frequency, and community adoption. Each agent gets a trust score from 0-100 reflecting these factors.
Browse all 116 web & scraping agents or compare any two side-by-side.