Ranked by measurement
Best vulnerability scanner
45 tested · top 45 shown
3 more could only be measured on fewer than five frames, so they are not ranked here — a partial average is not comparable with a full one.
Ordered by a seven-frame production-readiness benchmark measured from each product's public surface — not popularity, pricing or feature count. Nobody pays to appear here and the order is never edited. How it is measured →
How this field scores
low 67median 86best 99
- 1DepwardenDependency vulnerability and licence scanner for software builds.Perf 99Acce 91Sec 100Priv 100Rel 100Std 100Disc 100depwarden.in · measured 2026-11-057/7 frames
- 2
qsa.shCommand-line external port and vulnerability scanner for your own public IP.Perf 100Acce 100Sec 100Priv 100Rel 100Std 92Disc 100qsa.sh · measured 2026-10-307/7 frames - 3LaunchLintSecurity preflight scanner for AI-built apps before they go live.Perf 100Acce 96Sec 100Priv 100Rel 100Std 92Disc 100getlaunchlint.com · measured 2026-10-317/7 frames
- 4
MAGDOXMAGDOX offers two security products: Code Security for source repositories and FDIE for firmware.Perf 91Acce 100Sec 100Priv 100Rel 100Std 94Disc 100magdox.io · measured 2026-10-307/7 frames - 5
RowlyRowly scans Supabase app configurations for security misconfigurations from the outside.Perf 100Acce 100Sec 100Priv 100Rel 100Std 89Disc 100rowly.me · measured 2026-11-017/7 frames - 6
SentrintSentrint scans GitHub repositories for security findings and dependency advisories.Perf 92Acce 100Sec 100Priv 100Rel 100Std 92Disc 100sentrint.com · measured 2026-11-017/7 frames - 7DarkmoonAutonomous AI penetration testing platform using 18 agents and 80+ integrated tools.Perf 88Acce 100Sec 100Priv 100Rel 100Std 92Disc 100dark-moon.org · measured 2026-11-067/7 frames
- 8
Bouncer Security CheckBouncer Security Check scans npm packages and MCP servers before you install them.Perf 99Acce 100Sec 80Priv 100Rel 100Std 92Disc 100bouncer.run · measured 2026-11-017/7 frames - 9
PuaroPuaro is an AI-powered secret scanning platform for code repositories.Perf 82Acce 93Sec 100Priv 100Rel 100Std 97Disc 100puaro.io · measured 2026-10-277/7 frames - 10
VibeZeroAutomated security scanner that gives AI-built apps a go/no-go release decision.Perf 70Acce 97Sec 100Priv 100Rel 100Std 100Disc 100vibezero.io · measured 2026-10-277/7 frames - 11
AegynAegyn scans Supabase projects for security vulnerabilities before they reach production.Perf 78Acce 94Sec 100Priv 100Rel 100Std 86Disc 100aegyn.dev · measured 2026-11-107/7 frames - 12
Perfai SecurityAutonomous application security platform for AI-built apps.Perf 91Acce 100Sec 100Priv 100Rel 75Std 92Disc 100perfai.ai · measured 2026-11-027/7 frames - 13
SocketSocket protects software supply chains by blocking malicious open source packages.Perf 80Acce 97Sec 100Priv 100Rel 100Std 97Disc 85socket.dev · measured 2026-11-067/7 frames - 14
InsurStaq AIInsurStaq AI is a local security analysis tool for source code that runs on Mac.Perf 84Acce 89Sec 80Priv 100Rel 100Std 100Disc 100insurstaq.ai · measured 2026-10-297/7 frames - 15WhoFree security tool that shows who can push code to your npm dependencies.Perf 86Acce 95Sec 100Priv 100Rel 100Std 100Disc 70whosthere.dev · measured 2026-11-037/7 frames
- 16Edgewise LabShip Kit checks AI-built apps for common safety and launch issues before you go live.Perf 99Acce 96Sec 80Priv 70Rel 100Std 100Disc 100edgewiselab.co.uk · measured 2026-11-017/7 frames
- 17FirewallProtect your software supply chain with Hextrap Firewall. Real-time package scanning, allow/deny lists, typosqPerf 96Acce 95Sec 80Priv 100Rel 100Std 89Disc 85hextrap.com · measured 2026-11-027/7 frames
- 18
SnykSnyk is an AI security platform that secures code, models, and agents.Perf 47Acce 97Sec 100Priv 100Rel 100Std 86Disc 90snyk.io · measured 2026-10-307/7 frames - 19vibecheckSecurity scanner for GitHub repos built with AI coding assistants.Perf 67Acce 97Sec 100Priv 75Rel 100Std 86Disc 100vibecheck.it.com · measured 2026-11-097/7 frames
- 20
SonarSonar provides code quality and security verification tools for development teams.Perf 74Acce 97Sec 100Priv 75Rel 75Std 92Disc 100sonarsource.com · measured 2026-11-037/7 frames - 21
AbyssGuardAbyssGuard scans AI-built apps for security risks before launch.Perf 93Acce 100Sec 45Priv 75Rel 100Std 92Disc 100abyssguard.app · measured 2026-10-307/7 frames - 22
Onam SecurityCloud security platform covering CSPM, CIEM, CWPP, and compliance across major cloud providers.Perf 70Acce 97Sec 45Priv 100Rel 100Std 92Disc 100onamsecurity.com · measured 2026-11-017/7 frames - 23
SandchestSandchest scans code for real security vulnerabilities using AI models.Perf 98Acce 100Sec 45Priv 100Rel 100Std 100Disc 60sandchest.com · measured 2026-11-067/7 frames - 24
GitGuardianGitGuardian detects and helps remediate exposed secrets across code and developer tools.Perf 49Acce 89Sec 80Priv 100Rel 100Std 92Disc 70gitguardian.com · measured 2026-10-307/7 frames - 25
VeracodeVeracode is an application risk management platform for securing software across the development lifecycle.Perf 29Acce 92Sec 100Priv 75Rel 90Std 97Disc 100veracode.com · measured 2026-10-317/7 frames - 26MeshaSecOn-premise AI application security platform with DAST, SAST, SCA, and a unified security copilot.Perf 62Acce 91Sec 45Priv 100Rel 100Std 92Disc 87meshasec.com · measured 2026-11-057/7 frames
- 27
CleanSlopCleanSlop scans code for security and reliability issues, then helps fix them.Perf 100Acce 97Sec 35Priv 75Rel 100Std 92Disc 70cleanslop.com · measured 2026-11-037/7 frames - 28SemgrepSemgrep is a code security platform offering SAST, SCA, and secrets detection.Perf 69Acce 87Sec 45Priv 100Rel 75Std 89Disc 85semgrep.dev · measured 2026-10-297/7 frames
- 29
VibeSafeSecurity scanner for AI-generated code aimed at founders and indie developers.Sec 80Priv 25Rel 100Std 100Disc 902 not assessedvibesafe.info · measured 2026-11-095/7 frames - 30
DromeasDromeas is an AI-powered code quality, security, and compliance analysis platform.Perf 23Acce 97Sec 65Priv 100Rel 75Std 86Disc 100dromeas.ai · measured 2026-11-087/7 frames - 31
NetheriteNetherite is an AI security scanner that reviews code repositories for exploitable vulnerabilities.Perf 99Acce 94Sec 45Priv 0Rel 100Std 92Disc 100netherite.uz · measured 2026-11-067/7 frames - 32
NetlumiNetlumi scans AWS, Azure, and GCP cloud accounts and code for security issues.Perf 92Acce 96Sec 100Priv 25Rel 67Std 92Disc 60app.netlumi.com · measured 2026-11-047/7 frames - 33Canopii Trust IndexOpen-source CLI for scanning MCP servers against the Canopii Trust Index.Perf 98Acce 96Sec 25Priv 25Rel 100Std 92Disc 87index.canopii.dev · measured 2026-11-037/7 frames
- 34
k8scanKubernetes security scanner that detects misconfigurations, secrets, and RBAC flaws in Helm charts and manifesPerf 93Acce 90Sec 25Priv 25Rel 100Std 92Disc 100k8scan.com · measured 2026-11-057/7 frames - 35
Krona SecurityKrona Security centralises vulnerability management across SAST, SCA, and DAST in one platform.Perf 37Acce 82Sec 100Priv 55Rel 75Std 76Disc 100kronasecurity.es · measured 2026-11-047/7 frames - 36
JC-Lab AI 모의해킹Free external security self-check for open ports and known CVEs by JC-Lab.Perf 82Acce 96Sec 25Priv 25Rel 100Std 89Disc 100aipentest.jclab.kr · measured 2026-10-287/7 frames - 37
blog.codacy.comCodacy offers code quality, security, and AI guardrail tools for development teams.Perf 60Acce 84Sec 85Priv 25Rel 100Std 89Disc 70blog.codacy.com · measured 2026-11-057/7 frames - 38
OpenTrustBenchFree, local security scanner that grades AI agents and MCP servers A–F.Perf 90Acce 92Sec 25Priv 25Rel 92Std 85Disc 100opentrustbench.com · measured 2026-10-287/7 frames - 39GHScanFree security scanner: 152+ secret patterns, dependency vulnerabilities, source map leaks, and homoglyph detecPerf 100Acce 100Sec 45Priv 25Rel 92Std 92Disc 47ghscan.vercel.app · measured 2026-10-307/7 frames
- 40hexstrike-aiHexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomouslPerf 42Acce 96Sec 100Priv 25Rel 75Std 97Disc 70hexstrike.com · measured 2026-11-037/7 frames
- 41
KennelOn-demand container image security scanning with SBOM generation and vulnerability checks.Perf 76Acce 100Sec 25Priv 70Rel 100Std 100Disc 35kennel.blueshoe.io · measured 2026-10-277/7 frames - 42KubeSentryA one-time-purchase Kubernetes security monitor built on Falco, self-hosted in your cluster.Perf 99Acce 94Sec 45Priv 25Rel 67Std 92Disc 85kubesentry.io · measured 2026-11-037/7 frames
- 43
BestDefense.ioAutomated security platform that finds, fixes, and verifies vulnerabilities on every deploy.Perf 71Acce 94Sec 45Priv 0Rel 100Std 89Disc 100bestdefense.io · measured 2026-10-307/7 frames - 44GuileGuile provides autonomous, always-on penetration testing across your entire stack.Sec 65Priv 25Rel 100Std 75Disc 852 not assessedguile.in · measured 2026-11-105/7 frames
- 45VulnClawVulnClaw is an open-source, AI-driven penetration testing CLI tool for Python 3.10+.Perf 69Acce 85Sec 45Priv 25Rel 80Std 89Disc 75unclecheng-li.github.io · measured 2026-11-017/7 frames
What this does not say
This ranks how production-ready each product's public surface is — not how well it does its job. For vulnerability scanner, that means it does not measure the quality of the work itself. Products whose sites block automated readers are left out rather than ranked last — we did not measure them, and bottom placement would claim something we never observed. Scores are floors: anything set at a CDN, a proxy or behind a login is invisible from the public surface.