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AI agent tools for ctf

Short answer: Our top pick for ctf: h5i, with the highest AgentPick Score (69/100) among tools tagged "ctf". Runners-up: pentest-ai (66) and reverify (56). Compare what each does, its license and how recently it was updated below.
#ToolWhat it doesScoreStarsLicenseUpdated
#1h5iAn agent-native web security workspace. Find vulnerabilities through red-teaming. Formally verify properties of Rust codes in Lean 4.69/100★ 777Apache-2.014 Oct 2026
#2pentest-aiOpen-source AI pentester that proves every finding. Machine oracles re-run each exploit; verified bugs ship a proof capsule you can replay yourself.66/100★ 1.7kMIT9 Oct 2026
#3reverifyStop your AI from making things up — it proposes, deterministic tools decide, every claim checked against ground truth with evidence. Grounded facts a…56/100★ 1.3kMIT1 Oct 2026
#4pentest-ai-agentsTurn Claude Code into your offensive security research assistant. Specialized AI subagents for authorized penetration testing plan engagements, analyz…55/100★ 2.3kMIT6 Oct 2026
#5open-reverselabOpen-source AI reverse-engineering agent platform and MCP server for Ghidra, Frida, x64dbg and Rizin — automated PE/APK/binary analysis, CTF and malwa…51/100★ 1.3kGPL-3.029 Sept 2026
#6CairnCairn is a general-purpose AI state-space search engine, validated first on autonomous penetration testing. Sometimes misspelled as Carin.44/100★ 3.6kAGPL-3.07 Sept 2026
#7ctf-skillsAgent skills for solving CTF challenges - web exploitation, binary pwn, crypto, reverse engineering, forensics, OSINT, and more40/100★ 3.4kMIT13 Sept 2026
#8EVAEVA is an AI-assisted penetration testing agent that enhances offensive security workflows by providing structured attack guidance, contextual analysi…20/100★ 531See repo16 Jun 2026

Source: each project's public GitHub repository (description, stars, license, last push). Listed tools aren't tested or ranked by AgentPick.

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