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Crawl4AI

Tool

Open-source LLM-friendly web crawler and scraper

Community345.0K installs4.5 (2.1K)
Source
93
Trusted
Security
100
Quality
88
Maintenance
90
Safety Tier Medium Risk
Security ScanScan Passed
PriceFree
Last Scanned5/12/2026

About

Python-native web crawler built for LLM use cases that outputs clean markdown without external API calls. Popular for RAG pipelines and autonomous agents. 61k+ GitHub stars, fully self-hosted and free.

Tags

#scraping#web#crawler#rag#open-source

Categories

Data & AnalyticsDeveloper Tools

Security Scan

100/100
11 checks · 11 passed · 0 findings
5/13/2026
Scanners:customsemgrepgitleakstrivy
SSRF Detection
Prompt Injection
Data Exfiltration
Dangerous Commands
Secret Detection
Obfuscation
External Fetches
Credential Access
Privilege Escalation
Secret Detection (Gitleaks)
Static Security Analysis
50 files scanned from repository

Privacy Label

External APIs

Compatibility

Python

Links

Source Repository

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