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: 2026-11-08T07:01:40.632225+00:00
#1
9.67
Crawl4AI
Local, self-hosted, LLM-friendly web crawler
+ 87071 GitHub stars (top of category)
+ recently active
+ permissive license (Apache-2.0)
#2
8.93
ScrapeGraphAI
Natural-language-driven graph-based data extraction framework
+ 32617 GitHub stars (top of category)
+ recently active
+ permissive license (MIT)
#3
8.8
Firecrawl
Full Web Context API and agent web-data platform
+ 199593 GitHub stars (top of category)
+ recently active
- restrictive/copyleft license (AGPL-3.0)
#4
7.3
WebClaw
Rust-built CLI, MCP, and self-hosted web extraction tool
+ recently active
- restrictive/copyleft license (AGPL-3.0)
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