Registry › Compare › Crawl4AI vs Vibe-Trading

Crawl4AI vs Vibe-Trading

Crawl4AI leads on trust: 71.3/100 (Grade B) against 63.9/100 (Grade C), a 7.4-point gap. Crawl4AI leads on adoption and rests on broader evidence; Vibe-Trading leads on supply-chain integrity and transparency.

B Crawl4AI 71.3

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. Join our Discord https://discord.gg/VuxzM8mtf

unclecode/crawl4ai · #339 overall · #7 Research & Data · coverage A (4/5)

Choose Crawl4AI if adoption matters most.

+8.3Adoption: 86.8k GitHub stars against 37.5k
A vs CEvidence coverage: 4 of 5 independent signal types, against 2

C Vibe-Trading 63.9

"Vibe-Trading: Your Personal Trading Agent"

HKUDS/Vibe-Trading · #555 overall · #12 Research & Data · coverage C (2/5)

Choose Vibe-Trading if supply-chain integrity and transparency matter most.

+1.4Transparency: OSSF Scorecard 6.6 against 4.9
+1.1Safety / Integrity: OSSF Scorecard 6.6 against 4.9
+0.6Maintenance

Where they differ

7.5

Safety / IntegrityVibe-Trading +1.1

8.6

12.7

TransparencyVibe-Trading +1.4

14.1

19.3

MaintenanceVibe-Trading +0.6

19.9

19.3

AdoptionCrawl4AI +8.3

11.0

+1.7

Runtime calibrationCrawl4AI +2.2

-0.5

1 dimension identical: Identity 10.8 · Full evidence table

An independent, evidence-based trust comparison of Crawl4AI and Vibe-Trading, two Research & Data projects in the HVTracker registry. Scores come from public, checkable signals — supply-chain provenance, OSSF Scorecard, maintenance, and adoption — not popularity.

Full evidence

Signal	Crawl4AIunclecode/crawl4ai	Vibe-TradingHKUDS/Vibe-Trading
HVTrust score	71.3	63.9
Evidence grade	B	C
Coverage grade	A	C
Overall rank	#339	#555
Rank in Research & Data	#7	#12
GitHub stars	86.8k	37.5k
Last updated	1d ago	1d ago
Build provenance	No	No
OSSF Scorecard	4.9 / 10	6.6 / 10
License	Apache-2.0	MIT
Downloads	358k/wk	—
Trust dimensions (points earned)
Safety / integrity / 25	7.5	8.6
Identity & provenance / 18	10.8	10.8
Transparency / 17	12.7	14.1
Maintenance / 20	19.3	19.9
Adoption / 20	19.3	11.0
Runtime capability surface (full matrix)
MCP server	—	Implemented
External providers	1 — OpenAI	4 — Anthropic, DeepSeek, OpenAI, …
Requires API keys	Yes	Yes
Plugin surface	marketplace	—
Provenance drift	Match	—

Open in the live compare tool → Crawl4AI profile Vibe-Trading profile More Research & Data →

How to read this: HVTrust (0–100) weighs supply-chain signals (provenance, OSSF Scorecard, signed commits, open license) alongside real-world adoption, scaled by an evidence-confidence factor. Grade bands: A ≥ 80, B ≥ 65, C ≥ 50, D < 50. Signals refresh daily. Full methodology v4.4 →