Skipfish vs Scalpel vs Sleuth Kit vs Nessus: 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.

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.

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.

Nessus is a leading vulnerability assessment tool developed by Tenable, Inc., widely recognized as the industry’s most trusted scanner for identifying security weaknesses across networks, devices, applications, and cloud environments. Launched in 1998 as an open-source project by Renaud Deraison, it transitioned to a proprietary model in 2005 and now offers two enterprise versions: Nessus Professional and Nessus Expert. With over 252,000 plugins and 100,000 plus CVEs, Nessus delivers high-accuracy scans to detect vulnerabilities, misconfigurations, and compliance issues. It supports unlimited IT assessments, customizable templates (450+), and vulnerability prioritization using CVSS v4, EPSS, and Tenable’s VPR. Nessus Expert extends capabilities to web application scanning, external attack surface monitoring, and cloud infrastructure audits.