LLM Pentest Automation LLM Tools

Tools that use LLMs to automate penetration testing workflows including reconnaissance, scanning, exploitation, and reporting. Does NOT include general vulnerability detection, code auditing, or security training platforms.

There are 80 llm pentest automation tools tracked. 1 score above 70 (verified tier). The highest-rated is GreyDGL/PentestGPT at 76/100 with 12,054 stars and 882 monthly downloads. 1 of the top 10 are actively maintained.

Get all 80 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=llm-tools&subcategory=llm-pentest-automation&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	GreyDGL/PentestGPT Automated Penetration Testing Agentic Framework Powered by Large Language Models	76	Verified	12,054	Python
2	ipa-lab/hackingBuddyGPT Helping Ethical Hackers use LLMs in 50 Lines of Code or less..	57	Established	974	Python
3	berylliumsec/nebula AI-powered penetration testing assistant for automating recon, note-taking,...	54	Established	898	Python
4	MorDavid/BruteForceAI Advanced LLM-powered brute-force tool combining AI intelligence with...	50	Established	1,382	Python
5	sherifkozman/the-red-council LLM Adversarial Security Arena — Jailbreak → Detect → Defend → Verify	47	Emerging	14	Python
6	protectai/vulnhuntr Zero shot vulnerability discovery using LLMs	47	Emerging	2,583	Python
7	mbrg/power-pwn An offensive/defense security toolset for discovery, recon and ethical...	44	Emerging	1,133	Python
8	mrheinen/lophiid A hybrid AI honeypot for monitoring large scale web attacks	44	Emerging	25	Go
9	perplext/LLMrecon Enterprise-grade LLM security testing framework implementing OWASP LLM Top...	42	Emerging	12	Go
10	jjang-ai/exploitbot No bs theatricals. Real automated pentesting. Mac only.	38	Emerging	5	Python
11	AkihiroSuda/vexllm silence negligible CVE alerts using LLM	38	Emerging	65	Go
12	morpheuslord/GPT_Vuln-analyzer Uses ChatGPT API, Bard API, and Llama2, Python-Nmap, DNS Recon, PCAP and JWT...	38	Emerging	591	Python
13	morpheuslord/Nmap-API Uses python3.10, Debian, python-Nmap, OpenaAI, and flask framework to create...	37	Emerging	80	HTML
14	serptail/p0-Cracking-Tool GUI-based hash cracking tool. Supports 20+ hash algorithms and five attack...	37	Emerging	19	Python
15	iammm0/secbot ⚠️ 本工具仅用于授权的安全测试。未经授权使用本工具进行网络攻击是违法的。一个智能化的自动化渗透测试机器人，具备AI驱动的安全测试能力。	37	Emerging	16	Python
16	BishopFox/llm-testing-findings LLM Testing Findings Templates	37	Emerging	75	HTML
17	l8cv/BusterX BusterX and BusterX++	35	Emerging	37	—
18	Vortalitys/PrivHunterAI-detects-access-vulnerabilities A tool that detects unauthorized access vulnerabilities through passive...	34	Emerging	11	Go
19	stratosphereips/VelLMes-AI-Deception-Framework Interactive, dynamic, and realistic LLM honeypots	34	Emerging	76	Python
20	langsec-ai/langsec Security framework for LLM-generated SQL queries 🛡️	33	Emerging	32	Python
21	yogsec/Hacker-AI This tool combines the power of Ollama (Mistral) with your terminal to turn...	32	Emerging	24	Python
22	TrustAI-laboratory/LMAP LMAP (large language model mapper) is like NMAP for LLM, is an LLM...	30	Emerging	29	—
23	chetstriker/PenPeeper Manage engagements, run scans, and generate reports from a central hub	30	Emerging	14	Dart
24	shaialon/ai-security-demos 🤯 AI Security EXPOSED! Live Demos Showing Hidden Risks of 🤖 Agentic AI...	30	Emerging	22	JavaScript
25	chawins/pal PAL: Proxy-Guided Black-Box Attack on Large Language Models	29	Experimental	57	Python
26	zealscott/AutoProfiler Source code for Automated Profile Inference with Language Model Agents	29	Experimental	4	Python
27	byt3n33dl3/thc-BloodMiami AI ChatBox and LLM Pentesting frameworks (https://chatgpt.com) with power of...	29	Experimental	2	C
28	hexian2001/H-Pentest 🔐 H-Pentest v2.0 🥷 AI-Powered Penetration Testing Platform	28	Experimental	48	Python
29	sean-t-smith/pwned-by-passgpt Password cracking research using the Have I Been Pwned (HIBP) dataset to...	28	Experimental	66	Python
30	mez-0/citadel A Payload Analysis Framework	28	Experimental	116	HTML
31	thisis0xczar/FrogPost FrogPost: postMessage Security Testing Tool	27	Experimental	108	JavaScript
32	HKU-TASR/Imperio [IJCAI 2024] Imperio is an LLM-powered backdoor attack. It allows the...	27	Experimental	44	Python
33	Hacking-Notes/VulnScan Performing website vulnerability scanning using OpenAI technologie	27	Experimental	67	Python
34	qroa/QROA QROA: A Black-Box Query-Response Optimization Attack on LLMs	26	Experimental	14	Python
35	SnailSploit/The-LLM-Red-Teamer-s-Playbook A diagnostic methodology for bypassing LLM defense layers — from input...	26	Experimental	17	—
36	VerisimilitudeX/PasswordLLM A fast combinatorial tool that tests your password against real-world...	25	Experimental	15	Rust
37	vujcec/sc-vuln-llm-vs-tools Blockchain security research repository comparing LLM-assisted smart...	25	Experimental	3	Solidity
38	davincico/ChatGPT-2-HACKER All in one vulnerability scanning and pentest tool empowered with ChatGPT...	25	Experimental	2	Jupyter Notebook
39	TrustAI-laboratory/LLM-Security-CTF Learn LLM/AI Security through a series of vulnerable LLM CTF challenges. No...	25	Experimental	13	—
40	isilderrr1/redteam-gpt AI-driven offensive security terminal for automated reconnaissance and...	24	Experimental	2	Python
41	git-disl/GPTLens Large Language Model-Powered Smart Contract Vulnerability Detection: New...	24	Experimental	111	Solidity
42	pepoanas/llm-vuln-scanner 🔍 Enhance local LLM security by testing for vulnerabilities like prompt...	24	Experimental	2	Python
43	0xKoda/pwnd-GPT AI assisted incident response for any cyber issue. Clear malware, patch...	24	Experimental	17	Rust
44	nuromirzak/hackprobe AI-assisted black-box security audit as a Claude Code skill. Orchestrates...	23	Experimental	1	Shell
45	team-acatche/cheshire A security compliance assessment tool for project documents to empower...	23	Experimental	1	TypeScript
46	chasepd/CodeScanGPT An experimental Static Application Security Testing (SAST) scanner built on...	23	Experimental	2	Python
47	aiauthz/llm-authz-audit Scan your LLM-powered applications for authorization gaps, leaked...	23	Experimental	5	Python
48	SasanLabs/LLMForge LLMForge is a modular AI security gateway for building and testing dynamic...	23	Experimental	1	Python
49	seikaikyo/ai-red-team LLM adversarial testing toolkit for evaluating language model safety. 96...	22	Experimental	—	TypeScript
50	Chickenman18/AD-Lab-LLMNR-NetBIOS-Poisoning 🔓 Demonstrate LLMNR/NetBIOS poisoning in a virtual Active Directory setup...	22	Experimental	—	—
51	Balzabu/android-pentest-ai AI-powered Android penetration testing skill. Static analysis, Frida bypass...	22	Experimental	—	Shell
52	user1342/Oversight A Completely Modular LLM Reverse Engineering, Red Teaming, and Vulnerability...	22	Experimental	54	Python
53	bad-antics/nullsec-gpt AI-powered vulnerability scanner using GPT	21	Experimental	2	Python
54	jasoncobra3/LLM_Sentinel LLM Sentinel Red Teaming Platform is an enterprise-grade framework for...	20	Experimental	1	Python
55	doublegate/OctoLLM [OctoLLM] Multi-agent LLM Architecture for Offensive Security and Developer...	20	Experimental	1	Rust
56	wasif-itu/Autopentesting-Recon AI-powered automated directory traversal vulnerability scanner with GPT...	17	Experimental	1	Python
57	suresh-1001/pci-dss-certification-automation pci-dss-certification-automation	16	Experimental	1	PowerShell
58	AdityaBhatt3010/Exploiting-vulnerabilities-in-LLM-APIs Weaponizing LLM prompt injection to hijack user deletion logic — an...	16	Experimental	10	—
59	whitedevil-21/PDF-CRACKER THIS TOOL CRACKING ANY PDF AS PER USER REQUIREMENTS & DESIGN FOR EDUCATIONAL...	15	Experimental	—	Shell
60	roninazure/project-darc-feed Project D.A.R.C. is a security‑focused AI recon tool designed to find...	15	Experimental	1	—
61	vukssan/KamelionStack-OSE 🔍 Automate your pentesting with KameLionStack OSE, using AI to streamline...	15	Experimental	1	Python
62	DeciSym/recon-village-2025-defcon33-decisym This project includes tools and scripts demonstrating the techniques...	15	Experimental	8	HTML
63	olekgolus11/nulltrace 🧪 AI-assisted penetration testing TUI for guided web recon and tool orchestration.	14	Experimental	—	TypeScript
64	raghavpathak30/PwnBot AI-powered terminal assistant for HTB, bug bounty, and authorized...	14	Experimental	—	Python
65	Meysamshiralii/coruna_analysis Analyze and deobfuscate the Coruna Exploit Kit (CVE-2024-23222) to enhance...	14	Experimental	—	JavaScript
66	jungwankim001-ui/InstaTrace 🔍 Extract private Instagram post URLs from collaborative posts for research...	14	Experimental	—	Python
67	Riquelme54322/CVE-2025-5419 🛡️ Analyze CVE-2025-5419 to exploit an uninitialized read vulnerability in...	14	Experimental	—	JavaScript
68	snralty-lab/VOLT 🔎 Scan websites quickly for common vulnerabilities with VOLT, a fast and...	14	Experimental	—	Python
69	vaptgpt/vaptor Vaptor AI	14	Experimental	—	—
70	InfoSecREDD/ExPW Scans for Open Ports, then searches ExploitDB for PoC's on that service then...	13	Experimental	5	Python
71	symflower/symflower Whether you’re using LLMs or not, Symflower helps you build better software...	13	Experimental	23	—
72	RedTeamingforLLMs/RedTeamingforLLMs A framework designed for executing positive red-teaming experiments on large...	13	Experimental	7	Python
73	dan0nchik/llm-attack-kit A collection of LLM attacks	12	Experimental	1	Jupyter Notebook
74	aivillage/llm_verification LLM prompt attacks for hacker CTFs via CTFd.	12	Experimental	15	Python
75	copyleftdev/blsmesh Distributed adversarial behavioral security evaluation framework for LLMs -...	12	Experimental	1	Rust
76	annoeyed/MA_BLR A research framework for simulating, detecting, and defending against...	12	Experimental	1	Python
77	jc-ryan/holistic_automated_red_teaming [EMNLP 2024] Holistic Automated Red Teaming for Large Language Models...	12	Experimental	17	Python
78	godagarah/PentestGPT 🛡️ Automate penetration testing with PentestGPT, an AI-driven agent designed...	11	Experimental	—	—
79	KadirArslan/Mithra-Scanner Mithra Scanner is an interactive API testing tool for prompt injection,...	11	Experimental	52	Python
80	topscoder/aisubs Leverage the power of AI to find hard to find subdomains.	11	Experimental	2	Go

Comparisons in this category

PentestGPT and hackingBuddyGPT (76 vs 57) PentestGPT and GPT_Vuln-analyzer (76 vs 38) PentestGPT and LLMrecon (76 vs 42)