claude-mem vs crawl4ai

Real adoption data from 350 days of tracking. Updated 2026-10-27.

⚡

Quick Take

claude-mem is growing faster (+1.6% vs +0.6%)

Based on 350 days of tracking, claude-mem shows stronger momentum with 1.6% weekly growth.

📊 Head to Head

Total Stars
⭐ 103.6k
⭐ 86.4k
Growth Rate
↑1.6%
↑0.6%
Stars Gained
+47.1k
+2.1k

📈 Star Growth Over Time

Based on 350 days of RepoPi snapshots

● claude-mem ● crawl4ai

🔍 At a Glance

claude-mem
crawl4ai
Language
TypeScript
Python
Stars
103.6k
86.4k
Growth (350d)
+83.3%
+2.5%
Primary Topics
ai, ai-agents, ai-memory
ai, ai-agents, crawler

Choose claude-mem when...

  • You work primarily in the TypeScript ecosystem
  • You need ai, ai-agents capabilities
  • You value a large, active community (103.6k+ stars)
  • You prefer a project with proven momentum (+83.3% tracked growth)
Full claude-mem analysis →

Choose crawl4ai when...

  • You work primarily in the Python ecosystem
  • You need ai, ai-agents capabilities
  • You value a large, active community (86.4k+ stars)
  • You prefer a project with proven momentum (+2.5% tracked growth)
Full crawl4ai analysis →