APKTool vs Scalpel vs Ettercap vs Scapy: Which AI YouTube Summarizer tool is Best in 2025?

APKTool is an open-source command-line utility, pre-installed on Kali Linux at /usr/bin/apktool, designed for reverse engineering Android application package (APK) files. Maintained by Connor Tumbleson (iBotPeaches) and originally developed by JesusFreke, APKTool decompiles APKs into nearly original resources and smali code, enabling modifications, debugging, and recompilation. Ideal for cybersecurity professionals, ethical hackers, and Android developers, it supports vulnerability analysis, malware inspection, and app localization. With a project-like structure and automation for repetitive tasks, APKTool streamlines APK manipulation.

Scalpel is an open-source, high-performance file carving utility pre-installed on Kali Linux at /usr/bin/scalpel, designed for recovering deleted or hidden files from disk images and raw block devices. Developed by Golden G. Richard III as an enhanced rewrite of Foremost 0.69, Scalpel leverages header and footer signatures to extract files, bypassing file system metadata. Supporting formats like JPEG, PDF, MP3, and DOC, it’s a critical tool for digital forensic investigators, incident responders, and ethical hackers conducting cyber forensic investigations and file recovery. Scalpel’s multithreading, GPU acceleration, and regular expression support make it exceptionally fast and versatile.

Ettercap is a powerful, open-source network security tool designed for man-in-the-middle (MITM) attacks, network traffic analysis, and protocol manipulation. Ettercap is pre-installed on Kali Linux, it is a favorite among ethical hackers, cybersecurity professionals, and penetration testers for its ability to intercept, analyze, and modify network packets in real time. With support for active and passive protocol dissection, Ettercap enables users to perform advanced network security assessments, test network vulnerabilities, and conduct ethical hacking exercises.

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.