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Security · Category

Trending Security repositories

Security tooling splits into four buckets that teams adopt across, not from. Static analysis (semgrep, CodeQL, Bearer, language-specific linters). Software composition analysis (Trivy, Grype, OSV-Scanner, Syft). Secret scanners (Gitleaks, TruffleHog, detect-secrets). And the security-automation layer — SBOM builders, policy engines, IaC linters, the red-team toolbox. Signal patterns are weird here. A critical CVE drop drives huge traffic to whichever scanner detects it first, then settles. Project usage routinely outpaces star counts because enterprises adopt scanners without publicly contributing love. The ranking smooths the spikes by counting sustained mentions alongside GitHub velocity. The unflashy security tools are usually the best ones — projects with a decade of incremental release notes outperform the viral newcomer over any horizon longer than a quarter. When evaluating, signal-to-noise ratio matters more than feature count: every scanner produces false positives, and how the project triages them tells you what working with it will feel like.

By TrendingRepo Editorial · Updated · 27 repos tracked

Security — frequently asked questions

What are the best Security projects right now?
As of July 27, 2026, the top-ranked open-source Security projects on TrendingRepo are TecharoHQ/anubis, scadastrangelove/awesome-ai-security-tools, zizmorcore/zizmor, betterleaks/betterleaks, and gitleaks/gitleaks — ordered by a cross-source momentum score, not raw star count.
What counts as Security?
Security covers vulnerability scanning, secrets detection, and security automation. TrendingRepo classifies each repository automatically from its GitHub topics, name, description and owner.
How does TrendingRepo rank Security repos?
Each repo gets a 0-100 momentum score combining 24h / 7d / 30d star velocity, fork growth, contributor churn, commit freshness and release cadence, with cross-source mention signals layered on top and anti-spam dampening applied.
How many Security repos does TrendingRepo track?
27 projects are currently tracked in the Security category, refreshed continuously as new repos break out across the signal sources.
How often is this list updated?
Roughly every 20 minutes. Automated collectors re-scan GitHub, Hacker News, X, Bluesky, Product Hunt, Dev.to and more, then recompute the rankings — so the leaderboard reflects momentum within the last hour.
TrendingRepoCategories
Best Security — Trending Open-Source Projects | TrendingRepo — TrendingRepo