AI Crawlers
Crawling tools that use semantic models to understand pages, generate or repair extraction rules, or convert web pages into LLM-usable formats.
Scoring method (open_source_ai_tools_v1): 40% GitHub activity (time-decay since last push) + 40% stars (log-normalized within category) + 20% license permissiveness, minus 5 points if archived. Last generated: 2026-10-11T07:11:38.391792+00:00
#1
9.73
Crawl4AI
Local, self-hosted, LLM-friendly web crawler
+ 85174 GitHub stars (top of category)
+ recently active
+ permissive license (Apache-2.0)
#2
9.33
ScrapeGraphAI
Natural-language-driven graph-based data extraction framework
+ 31678 GitHub stars (top of category)
+ recently active
+ permissive license (MIT)
#3
8.79
Firecrawl
Full Web Context API and agent web-data platform
+ 190279 GitHub stars (top of category)
+ recently active
- restrictive/copyleft license (AGPL-3.0)
#4
7.09
WebClaw
Rust-built CLI, MCP, and self-hosted web extraction tool
+ recently active
- restrictive/copyleft license (AGPL-3.0)
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