Best Vibe Coding Security Scanners Compared
Every security scanner for AI-generated code, honestly compared. Features, pricing, and which one fits your situation.
Quick Recommendation
Want a free, instant check? VibeCheck scans both your source code and live site with no signup.
Willing to pay for deeper analysis? Vibe App Scanner offers professional-grade scanning with 150+ secret patterns starting at $5.
Using Lovable? Their built-in scanner handles the basics. Use an external tool for a second opinion.
Worried about database exposure? Safe Vibe Codes specializes in Supabase/database vulnerability scanning.
Want penetration testing? Lazy Unicorn for Lovable apps specifically, or VibePenTester (open-source) for any web app.
Want a full security platform? Aikido is the most comprehensive but is built for developers, not vibe coders.
Feature Comparison
| Feature | VibeCheck | Vibe | Aikido Security | VibeSecurity | Lovable | ChakraView | amihackable.dev | Safe Vibe Codes | Vibe | VibeSpider | Lazy Unicorn | VibePenTester | ShipSafe | Vibeship | VibeWrench | VibeDoctor | ZeriFlow |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Pricing | Free | $5 - $29/mo | Free tier + paid | Free + Premium | Included with Lovable | Free (open source) | Free | Free + paid | Unknown | Unknown | Unknown | Free (open source) | Free + Paid plans | Free | Free | Free | Free first scan |
| Type | Web | Web | Platform | IDE Plugin + Web | Built-in | CLI | Web | Web | Web | Web | Web | CLI + Web | Web | Web | Web | Web | Web |
| Source Code Scan | |||||||||||||||||
| Live Site Scan | |||||||||||||||||
| Secret/Key Detection | |||||||||||||||||
| Supabase RLS Check | |||||||||||||||||
| Firebase Check | |||||||||||||||||
| Security Headers | |||||||||||||||||
| AI Fix Prompts | |||||||||||||||||
| Private Repos | |||||||||||||||||
| Shareable Badges | |||||||||||||||||
| Requires Signup | |||||||||||||||||
| Requires CLI |
Detailed Reviews
VibeCheck (notelon.ai)
FreeFree web-based scanner that checks both GitHub source code and deployed live sites. No signup needed. Each finding includes a copy-paste prompt for your AI coding tool to fix the issue. Shareable badges for READMEs.
Best for: Solo founders who want a quick, free security check with no friction
Visit VibeCheck →Vibe App Scanner
$5 - $29/moPaid scanner built by security engineers. 150+ secret patterns. Offers starter scans ($5), launch scans ($14), and pro plans ($29/mo). Has user testimonials and cites academic security research.
Best for: Teams willing to pay for deeper, professional-grade scanning
Visit Vibe App Scanner →Aikido Security
Free tier + paidFull application security platform with SAST, DAST, SCA, and secrets scanning. Now officially partnered with Lovable for built-in pentesting (agent swarm attacks live apps). Published a vibe coder security checklist. Enterprise-oriented with free tier for small projects.
Best for: Lovable users (native integration) or teams wanting a full AppSec platform
Visit Aikido Security →VibeSecurity
Free + PremiumAI-powered security scanner with IDE plugin integration. Claims real-time code analysis and automated fixes. Won 1st place at SDx Replit Vibe Coding Hackathon. Offers both free and premium tiers. Focuses on catching vulnerabilities as you code rather than after deployment.
Best for: Developers who want inline IDE scanning as they write code
Visit VibeSecurity →Lovable Built-in Scanner
Included with LovableLovable now includes AI-powered pentesting: an agent swarm that checks OWASP Top 10, privilege escalation, data exposure, and more. Plus 4 automated scanners (RLS analysis, schema checks, code vulnerability review, dependency audits). Only works for apps built on Lovable. Cursor, Bolt, Windsurf, and Firebase users need an external tool.
Best for: Lovable users who want built-in security without leaving the platform
Visit Lovable Built-in Scanner →ChakraView
Free (open source)Open-source CLI tool for scanning vibe-coded projects. Runs locally on your machine. Good for developers comfortable with terminal commands.
Best for: Developers who prefer CLI tools and want to run scans locally
Visit ChakraView →amihackable.dev
FreeFree web-based scanner focused on deployed websites. Checks security headers and common misconfigurations. URL-only scanning, no source code analysis.
Best for: Quick header checks on deployed sites
Visit amihackable.dev →Safe Vibe Codes
Free + paidSpecializes in database exposure scanning for Supabase, Lovable, Bolt.new, and Base44 apps. Finds exposed RLS policies, open database endpoints, and sensitive data leaks. Niche focus on the specific vulnerabilities vibe coding platforms create.
Best for: Supabase/Lovable users worried about database exposure specifically
Visit Safe Vibe Codes →Vibe Code Secure
UnknownWeb-based security scanner for vibe-coded websites. Scans for configuration issues and best practices. Appears to be early stage.
Best for: Basic website security checks
Visit Vibe Code Secure →VibeSpider
UnknownWeekend project posted on r/vibecoding. Claimed to sniff out vulnerabilities in vibe code. Domain appears to be offline as of March 2026. Included for completeness.
Best for: Currently unavailable
Visit VibeSpider →Lazy Unicorn
UnknownAutonomous penetration testing layer specifically for Lovable-built apps. Claims to be 'the world's best penetration testing for vibe coding.' Very new (March 2026). Lovable-only. Built with Lovable itself.
Best for: Lovable users wanting automated pentesting (early stage)
Visit Lazy Unicorn →VibePenTester
Free (open source)Open-source AI-assisted web application security tester. Coordinates specialized security agents to discover and validate common web vulnerabilities. Generates reproducible Markdown and JSON reports. Requires local setup.
Best for: Developers comfortable with CLI who want open-source pentesting
Visit VibePenTester →ShipSafe
Free + Paid plansScanned 100 AI-generated repos and published results: 67% had critical vulnerabilities, 45% hardcoded secrets, 89% of Lovable apps missing RLS. Free tier covers 30+ checks. Paid plans add AI deep analysis. New entrant (March 2026).
Best for: Developers wanting data-backed scanning with published benchmarks
Visit ShipSafe →Vibeship Scanner
FreeFree web-based scanner that generates AI-ready fix guides. Shows file, line number, and exact fix for each vulnerability. One-click copy for Claude, Cursor, ChatGPT, or Gemini. Clean UX focused on actionable output.
Best for: Developers who want copy-paste fixes formatted for their AI coding tool
Visit Vibeship Scanner →VibeWrench
FreeFree scanner by a solo developer. Scanned 100 vibe-coded apps and found 318 vulnerabilities (average 3.2 per app). Accepts GitHub URL or live site URL. Results in 30 seconds. Published Dev.to article with benchmark data. Focus on actionable 10-minute fixes.
Best for: Solo builders wanting quick scans with published benchmark data
Visit VibeWrench →VibeDoctor
Free"App Emergency Room" for vibe-coded apps. Covers security, performance, and code quality in one scan. Cites Apiiro (322% more privilege escalation paths), Veracode (45% failure rate), and CodeRabbit (2.74x XSS) data. Targets Bolt, Lovable, Cursor, and v0 users. Polished UX with scored reports in plain English. Free signup required.
Best for: Non-technical founders wanting a comprehensive health check (security + performance + quality)
Visit VibeDoctor →ZeriFlow
Free first scan80+ security checks in 60 seconds. Free first scan with advanced source code analysis. Blog content positions them as a vibe coder security resource. Newer entrant targeting the same audience.
Best for: Quick security scans with broad check coverage
Visit ZeriFlow →The Numbers: Why This Matters
Why Vibe Coding Security Matters in 2026
Vibe coding went from a niche trend to mainstream in under a year. Lovable hit $400M ARR with 200,000 new projects created daily. Google AI Studio added full-stack vibe coding with Firebase. Cursor at $50B valuation with $2B ARR. Claude Code surpassed $2.5B ARR. 42% of all code in circulation is now AI-generated (Sonar State of Code 2026).
But security has not kept up. Tenzai tested 15 apps built with 5 different AI coding tools and found 69 total vulnerabilities, including critical SSRF and injection flaws. Escape.tech scanned 5,600 publicly deployed vibe-coded apps and found over 2,000 vulnerabilities and 400 exposed secrets. CodeRabbit found AI co-written code introduces 2.74x more XSS vulnerabilities and 1.91x more insecure object references compared to human-only code. Kaspersky says 45% of AI-generated code contains vulnerabilities. 10.3% of Lovable apps had critical Row Level Security flaws.
The good news: the security tooling ecosystem is growing fast. Multiple new vibe coding security scanners have launched in the past weeks. Lovable itself added built-in security scanning to version 2.0. The market is responding to a real problem.
How to Choose the Right Scanner
Start with a free tool to understand your risk level. If the free scan reveals critical issues, consider a paid tool for deeper analysis. If you are building something that handles user data, payments, or authentication, do not skip security scanning regardless of the tool you choose.
No single scanner catches everything. Running multiple tools gives you better coverage. A source code scan catches issues before deployment. A live site scan catches configuration problems that only appear in production. Use both.
Detailed Comparisons
Want a deeper dive? Read our head-to-head comparisons:
- VibeCheck vs Vibe App Scanner — Free vs paid, which catches more?
- VibeCheck vs amihackable.dev — Source code + live site vs URL-only scanning
- VibeCheck vs Aikido Security — Solo founder tool vs enterprise platform
- VibeCheck vs Snyk — Quick scan vs full AppSec platform
- VibeCheck vs VibeSecurity — Web scanner vs IDE plugin
- VibeCheck vs ChakraView — Web scanner vs open-source CLI tool
- VibeCheck vs VibeChecker — Web scanner vs Chrome extension
- VibeCheck vs Claude Code Security — Pattern matching vs AI reasoning
- VibeCheck vs Safe Vibe Codes — Full scanner vs database exposure specialist
Need Help Fixing What You Find?
The Vibe Coding Security Playbook ($19) includes copy-paste fixes for every common vulnerability, 25+ AI fix prompts for Cursor and Lovable, platform-specific hardening guides, and a 50-item security checklist. Built for solo founders who vibe-coded their app.
Try VibeCheck Free
VibeCheck scans both your GitHub source code and deployed live site for free, with no signup required. Each finding includes a plain-English explanation and a copy-paste prompt for your AI coding tool to fix the issue.