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unclecode/crawl4ai

Establishedrank #86

Open-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with one key.

84.3k+1.8k · 7d 8.7k 254est. Apache-2.0Pythonpushed 2d ago
Compare View on GitHub

Composite

72

conf 65%

Momentum

61

conf 60%

Vitality (PVI)

78

conf 67%

Community

69

conf 60%

Security & maint.

87

conf 85%

Ecosystem influence

72

conf 60%

Opportunity

68

conf 60%

Breakout · 7d

56%

conf 71%

Executive summary

crawl4ai is currently classified as established with a composite score of 72/100. Momentum (61) and vitality (78) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 1,820 stars against a 84.3k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 56%.

90-day trajectory

+7.2k · 30d
2026-06-302026-09-27

Score breakdown

Every input, weight and normalized value — nothing hidden. Inputs marked est. are estimated until the full ingestion pipeline lands.

Momentum

Star velocityest.25%91
Star accelerationest.15%54
Fork velocityest.10%78
Contributor growthest.10%64
Issue activity growthest.10%46
PR activity growthest.10%46
External mention velocityest.10%20
Release event impactest.5%67
Trending-rank persistenceest.5%39

Model tn-interpretable-1.0.0 · confidence 60% · coverage 100%

Project Vitality Index

Commit consistency20%93
Release cadenceest.15%83
PR responsivenessest.15%83
Issue responsivenessest.15%55
Contributor diversityest.10%89
Maintainer continuityest.10%82
Documentation qualityest.5%84
Dependency freshnessest.5%69
Security hygieneest.5%41

Model tn-interpretable-1.0.0 · confidence 67% · coverage 100%

Security & maintenance

Release recency25%95
License clarity20%92
Maintenance status25%93
Dependency stalenessest.15%46
Bus factorest.15%97

Model tn-interpretable-1.0.0 · confidence 85% · coverage 100%

Ecosystem influence

Dependent repositoriesest.30%95
Quality-weighted dependentsest.20%82
Documentation citationsest.15%38
Contributor overlapest.15%51
Registry adoptionest.10%36
Topic centralityest.10%100

Model tn-interpretable-1.0.0 · confidence 60% · coverage 92% · missing: packageRegistryAdoption