AI Agent Vulnerability Scanning AI Agents

Tools and platforms for detecting, auditing, and testing security vulnerabilities in AI agents, MCP servers, and their configurations through static analysis, dynamic testing, and threat intelligence. Does NOT include general application security, smart contract auditing (unless agent-specific), or dependency vulnerability scanning.

There are 104 ai agent vulnerability scanning agents tracked. 5 score above 50 (established tier). The highest-rated is AgentSeal/agentseal at 66/100 with 119 stars and 2,149 monthly downloads.

Get all 104 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=agents&subcategory=ai-agent-vulnerability-scanning&limit=20"

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

#	Agent	Score	Tier	Stars	Language
1	AgentSeal/agentseal Security toolkit for AI agents. Scan your machine for dangerous skills and...	66	Established	119	Python
2	Nebulock-Inc/agentic-threat-hunting-framework ATHF is a framework for agentic threat hunting - building systems that can...	64	Established	205	Python
3	HeadyZhang/agent-audit Static security scanner for LLM agents — prompt injection, MCP config...	52	Established	104	Python
4	affaan-m/agentshield AI agent security scanner. Detect vulnerabilities in agent configurations,...	50	Established	99	TypeScript
5	LucidAkshay/kavach Tactical AI Workspace Monitor & EDR	50	Established	189	TypeScript
6	cosai-oasis/secure-ai-tooling The CoSAI Risk Map is a framework for identifying, analyzing, and mitigating...	49	Emerging	65	Python
7	PurpleAILAB/Vigilo An AI hacker for Web3 Smart Contract. for bug bounties, Audit contest,...	47	Emerging	10	TypeScript
8	oasm-platform/open-asm Open-source platform for cybersecurity Attack Surface Management (OASM).	47	Emerging	79	TypeScript
9	Defend-AI-Tech-Inc/agent-discover-scanner Multi-layer AI agent detection: Static code analysis, network monitoring,...	43	Emerging	8	Python
10	AgentSecOps/SecOpsAgentKit Security operations toolkit for AI coding agents. Give Claude Code 25+...	41	Emerging	74	Open Policy Agent
11	roli-lpci/little-canary Sacrificial LLM instances as behavioral probes for prompt injection detection	41	Emerging	7	Python
12	ThirdKeyAI/agentsniff Detect AI agents operating on your network through passive monitoring,...	40	Emerging	2	Python
13	opena2a-org/opena2a Open-source security tools for AI agents. Find vulnerabilities, fix root...	39	Emerging	7	TypeScript
14	angelnicolasc/drako AI agent security platform. Scan before you deploy. Block in runtime. No...	38	Emerging	4	Python
15	ousher/tia-framework 🐍 TIA — Threat Intelligence Autonomy \| 26 AI agents detect threats in 12...	38	Emerging	5	HTML
16	mickmicksh/chub-supply-chain-poc Silent dependency injection through AI documentation pipelines. 240...	37	Emerging	4	Python
17	aiconnai/agentshield Security scanner for AI agent extensions — offline-first, multi-framework,...	36	Emerging	6	Rust
18	Agent-Field/sec-af AI-native security auditor on AgentField that proves exploitability with...	36	Emerging	22	Python
19	math280h/safe-pkgs Package safety checks for AI agents before install via MCP	36	Emerging	6	Rust
20	thebearwithabite/membranes 🛡️ The VirusTotal for prompt injection — open-source defense with...	36	Emerging	6	Python
21	sundew-sh/sundew A carnivorous honeypot for AI agents. Every deployment generates a unique...	36	Emerging	6	Python
22	gapilongo/SOC Intelligent SOC automation framework powered by LangGraph multi-agent...	35	Emerging	11	Python
23	NewmanXBT/sealevel-guard Agent-native Solana security infrastructure for pre-deployment,...	35	Emerging	1	JavaScript
24	GH05TCREW/eidolon Network scanner that maps infrastructure into a Neo4j graph and executes...	34	Emerging	14	Python
25	pantheraudits/web3-sec-ai-prompts AI prompts for web3 security researchers — bug bounties, private audits, and contests	32	Emerging	10	—
26	oasm-platform/oasm-assistant Smart assistant for threat monitoring, attack prevention, and web protection.	30	Emerging	18	Python
27	Defenter-AI/defenter-proxy Real-time semantic security for AI coding agents and MCP tools.	30	Emerging	3	Python
28	n-WN/SubgroupX 正规子群.AI Agent \| SubgroupX: A high-performance AI Agent for offensive...	30	Emerging	321	JavaScript
29	proventra/proventra-core Secure your AI Agents against prompt injection attacks	29	Experimental	19	Python
30	Nomadu27/InsAIts Runtime security layer for multi-agent AI. 23 anomaly types. OWASP MCP Top...	27	Experimental	14	Python
31	waris206/ThreatLens AI-Driven Malware Triage & Deep Swarm Inspection Platform	26	Experimental	3	JavaScript
32	limaronaldo/agentshield Security scanner for AI agent extensions — offline-first, multi-framework,...	25	Experimental	4	Rust
33	spiffy-oss/artguard Open-source AI artifact scanner. Detect malicious agent skills, MCP servers,...	25	Experimental	24	—
34	vigilhq/vigil The compliance ops agent that never sleeps — watches regulatory feeds, maps...	24	Experimental	—	Python
35	VolkanSah/AI-API-Security-Best-Practices The purpose of this document is to outline the security risks and...	24	Experimental	33	—
36	scthornton/securecode-web Real-World Security Conversations for AI Training	23	Experimental	6	Python
37	blairmichaelg/secbrain Multi-agent AI security bounty system with DeFi exploit protection...	23	Experimental	1	Solidity
38	LuciferForge/prompt-shield Lightweight prompt injection detector. 22 attack patterns. Blocks jailbreaks...	23	Experimental	1	Python
39	fobi28/Secure-Agent-Launcher Block AI agent access to sensitive macOS paths and log all actions to...	23	Experimental	1	Python
40	jakyunknown/SCEP-AI SCEP AI is a open-sourced ai password entropy checker app that checks how...	23	Experimental	1	—
41	peg/snare Honeypot canaries for AI agents. Detect compromised agents via fake...	23	Experimental	1	Go
42	jitendar-singh/securitymind Security Mind: AI-Powered Application Security Posture Management (ASPM) Platform	23	Experimental	1	Python
43	luckyPipewrench/pipelock-rules Official community detection rules for Pipelock - the open-source agent firewall	23	Experimental	1	Shell
44	JohnField07/AI-Bastion Protect autonomous AI agents on Linux with AI-Bastion’s 8-layer security...	22	Experimental	—	Shell
45	SayedhDev/AI-Bastion-Guardian Protect Windows hosts running AI agents by enforcing firewall rules,...	22	Experimental	—	PowerShell
46	Enzonogue/opena2a Manage and secure AI agents by scanning, protecting, benchmarking, and...	22	Experimental	—	TypeScript
47	Jadevil73/agentseal Detect vulnerabilities in AI agents by testing their security to prevent...	22	Experimental	—	Python
48	Deaxu/ArchGraph Security-first code intelligence for AI agents — taint analysis, CVE...	22	Experimental	—	Python
49	kogunlowo123/ai-agent-soc-triage AI-powered SOC alert triage agent with MITRE ATT&CK classification, severity...	22	Experimental	—	Python
50	decoy-run/decoy-scan Security scanner for MCP server configurations. Finds risky tools, detects...	22	Experimental	—	JavaScript
51	Zorropiscina/artguard Scan AI artifacts like agent skills and config files for security risks,...	22	Experimental	—	—
52	maxwalser001-del/shieldpilot Open-source security platform for AI coding agents. 9 risk analyzers, 178+...	22	Experimental	—	Python
53	DebasishTripathy13/Project-Libra This project is completely linked to all cyber sec tool from me as a sec enthusiast.	22	Experimental	3	Python
54	huyairobot/neox-agent-risk-lab Simulate AI agent attack scenarios to test governance, compliance, and...	22	Experimental	—	Python
55	speed785/sentinel-inject Prompt injection scanner middleware for AI agents — dual-layer rule-based +...	22	Experimental	—	Python
56	ShaggyT0701/prompt-shield 🛡️ Detect and block prompt injection attacks in LLM apps using pattern...	22	Experimental	—	Python
57	panguard-ai/panguard-ai Open-source security platform for AI agents -- audits skills before install,...	22	Experimental	—	TypeScript
58	elliotllliu/agent-shield 🛡️ Security scanner for AI agents, MCP servers & plugins — 30 rules, AST...	22	Experimental	—	TypeScript
59	autralabs/agentshield AgentShield is a middleware implementation of Zero Shot Embedding Drift...	22	Experimental	4	Python
60	raghulvj01/aegis-mcp 🛡️ Open-source MCP server for AI-powered DevSecOps — cloud audits, CVE...	22	Experimental	—	Python
61	TheIbrahimMalik/vendiligence Vertical AI agent workflow for vendor due diligence and security...	22	Experimental	—	Python
62	vectimus/policies 78 Cedar policies and 369 rules governing AI coding agents. Every rule...	22	Experimental	—	JavaScript
63	Mkar9182/SCEP-AI Protect passwords with a fast, standalone HTML tool that runs locally, using...	22	Experimental	—	—
64	PowerHouse-Consulting-Group/cybersecurity-analyst-agent 🛡️ Autonomous AI Cybersecurity Log Analyst. An LLM-Agnostic SOC agent...	22	Experimental	—	Shell
65	lahadiyani/secai-prototype-lite-version SECAI adalah kerangka kerja (framework) eksperimental yang...	21	Experimental	2	Python
66	usestackbox/anticipator Anticipator is an open-source threat detection platform for multi-agent AI systems.	21	Experimental	2	Python
67	brianleach/cyrusworker Run Cyrus (Claude Code-powered Linear agent) on Cloudflare's edge...	21	Experimental	2	TypeScript
68	mark0011astra/Secure-Agent-Launcher Blocks risky AI CLI runs before they access secrets like ~/.ssh, ~/.aws, and...	20	Experimental	1	Python
69	Perkins-Fund/Cortex-Agent-Source Traceix Cortex Agents. Malware analysis for everyone	20	Experimental	1	Python
70	Nezar-Alhammadi/Vigil-AI Vigil-AI: An autonomous Web3 security auditor	20	Experimental	1	Python
71	VektorSecurity/ai-cybersecurity-homelab Welcome to my Cybersecurity Homelab, where I experiment with ethical...	20	Experimental	17	—
72	GravityZenAI/AI-Bastion-Guardian Windows-side security for AI agents running in WSL2. Firewall rules, egress...	20	Experimental	1	PowerShell
73	AIDEUSPRO/mandatory-behavioral-firewall 🛡️ AI Code Quality Control System for Cursor IDE - Prevents low-quality code...	20	Experimental	5	—
74	Milbaxter/prompt-shield AI agent security oracle. Scan any message for prompt injections. Pay with...	19	Experimental	—	Python
75	stlas/PromptShield Prompt Injection Firewall for AI agents. 113 detection patterns, 14 threat...	19	Experimental	—	Python
76	empowered-humanity/agent-security AI agent security scanner — 176 detection patterns with taint analysis,...	19	Experimental	—	TypeScript
77	stubbies/next-ai-shield The easiest way to protect your Next.js content from AI crawlers. Shield...	19	Experimental	—	TypeScript
78	chirayu999/infinity-veil Multi Agent system to hunt for cyber threats in an organisation's infrastructure	19	Experimental	—	TypeScript
79	SecurityLab-UCD/ai-agent-security [RAIE'25] This repository contains source code for the demos and attacks we...	18	Experimental	5	Python
80	chevyphillip/auggiesec-agent AI-powered security scanner that analyzes codebases for OWASP Top 10 2021...	18	Experimental	4	TypeScript
81	montevive/prompt-injection-demo Prompt Injection Demo with n8n	16	Experimental	2	Python
82	brunosergi/tldr-threat-reports An AI-automated tool designed to help Threat Intelligence (CTI) Analysts...	15	Experimental	7	Python
83	Moraa1714/MSEP 🌌 Enhance digital intelligence with M.S.E.P., an AI-powered tool that deeply...	15	Experimental	1	Python
84	uncensored-waterford179/mguard Protect AI agent memory from poisoning attacks with a zero-dependency shield...	15	Experimental	1	—
85	Tyleshancloud7/Tyleshancloud7 About me	14	Experimental	—	JavaScript
86	abhinav8925/AI-Dependency-Risk-Analyzer AI-powered scanner detecting vulnerabilities, license issues, and...	14	Experimental	—	JavaScript
87	dryssboy/Tyleshancloud7 🔐 Explore hands-on cybersecurity projects focused on GRC, cloud security,...	14	Experimental	—	—
88	MinSeok-log/cognitive-injection A new class of npm attack vector that bypasses all static security scanners...	14	Experimental	—	—
89	vishalbk/mvt-trilogy MVT Observatory — Macro Vulnerability Trilogy. AI-native FinTech risk...	14	Experimental	—	Python
90	noobdna/tacomachi-agent AI agent "Tacomachi" for security, automation, and network intelligence	14	Experimental	—	Python
91	SatishoBananamoto/vigil Predictive risk intelligence for open source dependencies	14	Experimental	—	Python
92	HelloNathan9999/permission-patrol 🛡️ Inspect Python scripts before execution to prevent hidden destructive...	14	Experimental	—	Python
93	KONGMatta/sentinel-web3-audit-bot 🚀 Ultimate Web3 Security AI Bot 2026 – Free Autonomous Audit Toolkit for...	14	Experimental	—	—
94	ajmelian/HeaderGuard HeaderGuard (PHP 8.4) audita cabeceras de seguridad HTTP y hace quick check...	13	Experimental	2	PHP
95	andrewkolagit/DetectPack-Forge DetectPack Forge turns plain-English behaviors or sample logs into...	13	Experimental	24	TypeScript
96	MRFrazer25/AI-OSINT-Security-Analyzer AI Cybersecurity intelligence gathering streamlit web app using Cohere's...	12	Experimental	1	Python
97	khushiiagrawal/Adaptive-Threat-Modeler Adaptive Threat Modeler is security analysis platform that continuously...	12	Experimental	1	TypeScript
98	patbi/AI_Security_Engineers_Roadmap AI_Security_Engineers_Roadmap	11	Experimental	—	Python
99	eyalgerman/KubeSecAgent KubeSecAgent is an agent-based system for automated detection and...	11	Experimental	—	Python
100	JadeGate/jadegate 💠 The security scanner for AI agents. 5-layer verification for MCP servers &...	11	Experimental	—	Python
101	yasir23/vigil Autonomous threat intelligence agent for the terminal. Hunt threats,...	11	Experimental	—	—
102	Caleb22187/agentshield Free browser-based prompt injection scanner for AI agents. 9 detection...	11	Experimental	—	JavaScript
103	cerberus-watch/cerberus-agents Cerberus MindStudio Agents for various security tasks	11	Experimental	—	—
104	Param-10/cybersec-ai-agent AI-powered cybersecurity assistant built on Cloudflare	11	Experimental	—	TypeScript

Comparisons in this category

agentseal and agentshield (66 vs 50)