CLUSTER SCANS-VULNERABILITIES-WEB · 14 ENTRIES · EARLIEST ENTRY 2025-03-19
AI security scanning tools
This cluster consists of AI-powered tools that automatically scan web applications or AI systems for security vulnerabilities and generate compliance or reproducible reports. Dated entries before the index start appeared sporadically from March 2025 through July 2026, with the most activity in June 2026 (two entries) and a single entry in most other months, showing a thin but gradually increasing pattern. Traction is led by DeepAudit with 6,855 stars, followed by vibe-coding-penetration-tester with 175 stars and Kavach with 4 stars.
Entry timeline
ENTRY TIMELINE
Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.
Members by activity
Activity signals, not revenue.
Build origin · 7 ai-built · 7 unlabelled
Operator · 3 hobby · 5 indie · 1 commercial · 5 unlabelled
Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 14 listed below. Unlabelled means nothing has decided yet — not that the answer is small.
- 01vibe-coding-penetration-tester175★4 moliveai-builtindieAI-powered penetration testing tool that automatically scans web applications for vulnerabilities and provides compliance feedback.
- 02Kavach4★27 daysliveai-builtindieSecurity analysis tool that scans AI-generated code for vulnerabilities like SQL injection and hardcoded secrets.
- 03skillbadge1★15 dayslivehobbyWeb app that scans AI agent skill files for security threats such as prompt injection and data exfiltration, and issues shareable trust badges.
- 04unideploy2★2 moliveai-builtindieTool that scans AI-generated web applications for production-readiness and security vulnerabilities, producing a security grade within about a minute.
- 05vibeSec0★9 days—ai-builtSecurity tool that helps developers find and fix vulnerabilities in applications generated with AI coding assistants.
- 06drwhome0★27 dayslivecommercialWeb tool that runs DNS, email, and TLS checks on domains and exposes the same checks to AI agents.
- 07Jailbreakr0★15 daysliveWeb app that scans AI systems for security risks and generates a report of vulnerabilities.
- 08qa-robot0★19 days—hobbySelf-hosted security tool that scans AI-generated tests for credential theft, data exfiltration, and risky side effects before they execute.
- 09vibecheck2★1 moliveai-builthobbyBrowser-based tool that scans AI-built applications for common security vulnerabilities and produces a shareable report card of findings.
- 10clawguard-shield1★3 moliveindieHosted API service that scans text for prompt injection, data exfiltration, and other attack patterns to secure AI agents and support compliance reporting.
- 11vibecodescan0★4 mo—ai-builtWeb application that scans AI-generated web apps for security vulnerabilities and reports results in plain English for non-technical founders.
- 12Vibe-Penetration-Tester0★4 moliveai-builtindieAI security testing tool that scans web applications for vulnerabilities and generates reproducible reports.
- 13플로디텍터0★unknownliveAI-powered web application that scans code for security vulnerabilities and provides quick fixes to resolve them.
- 14SoleSec0★unknownliveAI-powered security audit tool that analyzes Solana smart contracts to identify vulnerabilities.
Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.