Scapy vs sqlmap vs BeEF-XSS: Which 占い AI (Uranai AI) tool is Best in 2025?

Scapy is a versatile, open-source Python-based packet manipulation library designed for network security professionals, penetration testers, and developers. Available on Kali Linux, Scapy enables users to craft, send, capture, and analyze network packets with unparalleled precision. Unlike traditional tools, Scapy’s interactive Python interface allows for custom protocol development, network reconnaissance, and advanced packet injection, making it ideal for ethical hacking, network troubleshooting, and protocol testing.

sqlmap is a premier open-source tool pre-installed in Kali Linux (version 1.9.4), tailored for penetration testers and ethical hackers. This automated SQL injection tool for web application security detects and exploits SQL injection flaws across databases like MySQL and PostgreSQL, making it a leading database vulnerability scanner for cybersecurity professionals. With a 10.64 MB footprint and support for advanced injection techniques, sqlmap automates database enumeration, data extraction, and OS access, delivering robust security assessments.

BeEF-XSS, or Browser Exploitation Framework, is a powerful open-source tool pre-installed in Kali Linux (version 0.5.4.0), designed for penetration testers and red teams. This browser exploitation tool for ethical hacking hooks web browsers using JavaScript payloads to launch client-side attacks like XSS, keylogging, and phishing. With over 300 command modules and an 81.48 MB footprint, BeEF-XSS is a leading web browser vulnerability scanner for cybersecurity professionals, enabling real-time control via a web UI for assessing browser security.