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 76 llm pentest automation tools tracked. 5 score above 50 (established tier). The highest-rated is GreyDGL/PentestGPT at 69/100 with 12,054 stars. 1 of the top 10 are actively maintained.

Get all 76 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	69	Established	12,054	Python
2	berylliumsec/nebula AI-powered penetration testing assistant for automating recon, note-taking,...	68	Established	898	Python
3	ipa-lab/hackingBuddyGPT Helping Ethical Hackers use LLMs in 50 Lines of Code or less..	60	Established	974	Python
4	MorDavid/BruteForceAI Advanced LLM-powered brute-force tool combining AI intelligence with...	56	Established	1,382	Python
5	mbrg/power-pwn An offensive/defense security toolset for discovery, recon and ethical...	51	Established	1,133	Python
6	mrheinen/lophiid A hybrid AI honeypot for monitoring large scale web attacks	48	Emerging	25	Go
7	sherifkozman/the-red-council LLM Adversarial Security Arena — Jailbreak → Detect → Defend → Verify	48	Emerging	14	Python
8	protectai/vulnhuntr Zero shot vulnerability discovery using LLMs	47	Emerging	2,583	Python
9	AkihiroSuda/vexllm silence negligible CVE alerts using LLM	45	Emerging	65	Go
10	morpheuslord/GPT_Vuln-analyzer Uses ChatGPT API, Bard API, and Llama2, Python-Nmap, DNS Recon, PCAP and JWT...	45	Emerging	591	Python
11	perplext/LLMrecon Enterprise-grade LLM security testing framework implementing OWASP LLM Top...	45	Emerging	12	Go
12	morpheuslord/Nmap-API Uses python3.10, Debian, python-Nmap, OpenaAI, and flask framework to create...	44	Emerging	80	HTML
13	BishopFox/llm-testing-findings LLM Testing Findings Templates	44	Emerging	75	HTML
14	serptail/p0-Cracking-Tool GUI-based hash cracking tool. Supports 20+ hash algorithms and five attack...	44	Emerging	19	Python
15	stratosphereips/VelLMes-AI-Deception-Framework Interactive, dynamic, and realistic LLM honeypots	41	Emerging	76	Python
16	yogsec/Hacker-AI This tool combines the power of Ollama (Mistral) with your terminal to turn...	39	Emerging	24	Python
17	jjang-ai/exploitbot No bs theatricals. Real automated pentesting. Mac only.	38	Emerging	5	Python
18	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。	38	Emerging	16	Python
19	l8cv/BusterX BusterX and BusterX++	38	Emerging	37	—
20	TrustAI-laboratory/LMAP LMAP (large language model mapper) is like NMAP for LLM, is an LLM...	37	Emerging	29	—
21	shaialon/ai-security-demos 🤯 AI Security EXPOSED! Live Demos Showing Hidden Risks of 🤖 Agentic AI...	37	Emerging	22	JavaScript
22	langsec-ai/langsec Security framework for LLM-generated SQL queries 🛡️	36	Emerging	32	Python
23	chawins/pal PAL: Proxy-Guided Black-Box Attack on Large Language Models	36	Emerging	57	Python
24	byt3n33dl3/thc-BloodMiami AI ChatBox and LLM Pentesting frameworks (https://chatgpt.com) with power of...	35	Emerging	2	C
25	Vortalitys/PrivHunterAI-detects-access-vulnerabilities A tool that detects unauthorized access vulnerabilities through passive...	35	Emerging	11	Go
26	sean-t-smith/pwned-by-passgpt Password cracking research using the Have I Been Pwned (HIBP) dataset to...	35	Emerging	66	Python
27	HKU-TASR/Imperio [IJCAI 2024] Imperio is an LLM-powered backdoor attack. It allows the...	34	Emerging	44	Python
28	thisis0xczar/FrogPost FrogPost: postMessage Security Testing Tool	34	Emerging	108	JavaScript
29	qroa/QROA QROA: A Black-Box Query-Response Optimization Attack on LLMs	33	Emerging	14	Python
30	hexian2001/H-Pentest 🔐 H-Pentest v2.0 🥷 AI-Powered Penetration Testing Platform	32	Emerging	48	Python
31	chetstriker/PenPeeper Manage engagements, run scans, and generate reports from a central hub	32	Emerging	14	Dart
32	davincico/ChatGPT-2-HACKER All in one vulnerability scanning and pentest tool empowered with ChatGPT...	32	Emerging	2	Jupyter Notebook
33	Hacking-Notes/VulnScan Performing website vulnerability scanning using OpenAI technologie	32	Emerging	67	Python
34	TrustAI-laboratory/LLM-Security-CTF Learn LLM/AI Security through a series of vulnerable LLM CTF challenges. No...	32	Emerging	13	—
35	VerisimilitudeX/PasswordLLM A fast combinatorial tool that tests your password against real-world...	32	Emerging	15	Rust
36	0xKoda/pwnd-GPT AI assisted incident response for any cyber issue. Clear malware, patch...	31	Emerging	17	Rust
37	mez-0/citadel A Payload Analysis Framework	31	Emerging	116	HTML
38	git-disl/GPTLens Large Language Model-Powered Smart Contract Vulnerability Detection: New...	31	Emerging	111	Solidity
39	user1342/Oversight A Completely Modular LLM Reverse Engineering, Red Teaming, and Vulnerability...	29	Experimental	54	Python
40	pepoanas/llm-vuln-scanner 🔍 Enhance local LLM security by testing for vulnerabilities like prompt...	28	Experimental	2	Python
41	SnailSploit/The-LLM-Red-Teamer-s-Playbook A diagnostic methodology for bypassing LLM defense layers — from input...	28	Experimental	17	—
42	vujcec/sc-vuln-llm-vs-tools Blockchain security research repository comparing LLM-assisted smart...	27	Experimental	3	Solidity
43	team-acatche/cheshire A security compliance assessment tool for project documents to empower...	27	Experimental	1	TypeScript
44	isilderrr1/redteam-gpt AI-driven offensive security terminal for automated reconnaissance and...	26	Experimental	2	Python
45	aiauthz/llm-authz-audit Scan your LLM-powered applications for authorization gaps, leaked...	25	Experimental	5	Python
46	chasepd/CodeScanGPT An experimental Static Application Security Testing (SAST) scanner built on...	25	Experimental	2	Python
47	SasanLabs/LLMForge LLMForge is a modular AI security gateway for building and testing dynamic...	25	Experimental	1	Python
48	wasif-itu/Autopentesting-Recon AI-powered automated directory traversal vulnerability scanner with GPT...	24	Experimental	1	Python
49	doublegate/OctoLLM [OctoLLM] Multi-agent LLM Architecture for Offensive Security and Developer...	24	Experimental	1	Rust
50	bad-antics/nullsec-gpt AI-powered vulnerability scanner using GPT	23	Experimental	2	Python
51	AdityaBhatt3010/Exploiting-vulnerabilities-in-LLM-APIs Weaponizing LLM prompt injection to hijack user deletion logic — an...	22	Experimental	10	—
52	seikaikyo/ai-red-team LLM adversarial testing toolkit for evaluating language model safety. 96...	22	Experimental	—	TypeScript
53	jasoncobra3/LLM_Sentinel LLM Sentinel Red Teaming Platform is an enterprise-grade framework for...	22	Experimental	1	Python
54	Chickenman18/AD-Lab-LLMNR-NetBIOS-Poisoning 🔓 Demonstrate LLMNR/NetBIOS poisoning in a virtual Active Directory setup...	22	Experimental	—	—
55	DeciSym/recon-village-2025-defcon33-decisym This project includes tools and scripts demonstrating the techniques...	21	Experimental	8	HTML
56	symflower/symflower Whether you’re using LLMs or not, Symflower helps you build better software...	20	Experimental	23	—
57	InfoSecREDD/ExPW Scans for Open Ports, then searches ExploitDB for PoC's on that service then...	20	Experimental	5	Python
58	aivillage/llm_verification LLM prompt attacks for hacker CTFs via CTFd.	19	Experimental	15	Python
59	jc-ryan/holistic_automated_red_teaming [EMNLP 2024] Holistic Automated Red Teaming for Large Language Models...	19	Experimental	17	Python
60	roninazure/project-darc-feed Project D.A.R.C. is a security‑focused AI recon tool designed to find...	19	Experimental	1	—
61	topscoder/aisubs Leverage the power of AI to find hard to find subdomains.	18	Experimental	2	Go
62	suresh-1001/pci-dss-certification-automation pci-dss-certification-automation	18	Experimental	1	PowerShell
63	vukssan/KamelionStack-OSE 🔍 Automate your pentesting with KameLionStack OSE, using AI to streamline...	17	Experimental	1	Python
64	whitedevil-21/PDF-CRACKER THIS TOOL CRACKING ANY PDF AS PER USER REQUIREMENTS & DESIGN FOR EDUCATIONAL...	17	Experimental	—	Shell
65	KadirArslan/Mithra-Scanner Mithra Scanner is an interactive API testing tool for prompt injection,...	17	Experimental	52	Python
66	VulnSphere/AI_Infra_Vuln_PoCs This is the PoC repository of LLM service. Updating...	14	Experimental	6	—
67	copyleftdev/blsmesh Distributed adversarial behavioral security evaluation framework for LLMs -...	14	Experimental	1	Rust
68	raghavpathak30/PwnBot AI-powered terminal assistant for HTB, bug bounty, and authorized...	14	Experimental	—	Python
69	olekgolus11/nulltrace 🧪 AI-assisted penetration testing TUI for guided web recon and tool orchestration.	14	Experimental	—	TypeScript
70	snralty-lab/VOLT 🔎 Scan websites quickly for common vulnerabilities with VOLT, a fast and...	13	Experimental	—	Python
71	jungwankim001-ui/InstaTrace 🔍 Extract private Instagram post URLs from collaborative posts for research...	13	Experimental	—	Python
72	Riquelme54322/CVE-2025-5419 🛡️ Analyze CVE-2025-5419 to exploit an uninitialized read vulnerability in...	13	Experimental	—	JavaScript
73	vaptgpt/vaptor Vaptor AI	13	Experimental	—	—
74	audi70r/scanner-darkly GPT-Based Security Scanner	11	Experimental	—	Go
75	CallumMoss/Mitigating_Backdoor_Attacks_in_LLMs 2 Python programmes used for detecting and preventing backdoor attacks in...	11	Experimental	3	Python
76	HildegarMedina/simple-dork-ai Simple Dork AI is a tool designed to generate dorks and search for...	10	Experimental	2	Python