Skipfish vs Sleuth Kit: Which Metadata Extraction Tool tool is Best in 2025?

Skipfish is an open-source web application security reconnaissance tool pre-installed in Kali Linux, designed for automated penetration testing and vulnerability scanning. Developed by Google and maintained on GitHub, it performs recursive crawls and dictionary-based probes to create an interactive sitemap of a target website, annotating it with results from non-disruptive security checks. With a lightweight 559 KB footprint, Skipfish achieves high performance (500+ requests/second on internet targets, 2000+ on LAN), detecting vulnerabilities like XSS, SQL injection, and directory traversal in CMS platforms like WordPress and Joomla. Its 15+ modules, including metagoofil and wananga, support comprehensive scans, while features like form authentication, custom headers, and heuristic wordlist generation enhance flexibility. Skipfish generates detailed HTML reports for professional security assessments, making it ideal for ethical hackers, penetration testers, and webmasters.

The Sleuth Kit (TSK) is an open-source collection of command-line digital forensics tools, pre-installed on Kali Linux at /usr/bin/, designed for analyzing disk images and file systems to recover evidence in cyber investigations. Developed by Brian Carrier, TSK supports file systems like NTFS, FAT, EXT2/3/4, UFS, and HFS+, enabling forensic analysts, incident responders, and ethical hackers to examine deleted files, partition structures, and timelines. Often paired with Autopsy’s GUI, TSK’s modular utilities provide granular control for advanced forensic tasks.