Ground Control vs Shannon: Side-by-Side Comparison (2026)

Ground Control: A collection of scripts for debugging SSRF, blind XSS, and XXE vulnerabilities..

Shannon: Open-source AI-driven whitebox pentester for web apps and APIs. built by Keygraph. Core capabilities include Whitebox source code analysis using Code Property Graph, Automated attack surface enumeration (hosts, endpoints, tech stack), SQL, NoSQL, command, and template injection detection and exploitation..

Both serve the Penetration Testing market but differ in approach, feature depth, and target audience.

Ground Control is open-source with 549 GitHub stars. Shannon is developed by Keygraph. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.

Ground Control and Shannon serve similar Penetration Testing use cases: both are Penetration Testing tools, both cover Ssrf. Key differences: Ground Control is open-source. Review the feature comparison above to determine which fits your requirements.