GitHub has 300M+ repos. Stars and trending lists are not enough to evaluate quality. DiscoverGit runs an AI pipeline on every repo: quality scores, discovery scores, and anomaly signals — early signals before something goes viral. → 22k+ repos scored daily → Anomaly detection: unusual growth patterns → Deep AI analyses: architecture, risks, community health → Browse by language and topic → Weekly digest + repo alerts Free. No login required. Based on public GitHub data.

Hi Product Hunt! 👋 We built DiscoverGit because finding quality open source projects on GitHub is very complicated. GitHub is an incredible platform with 300M+ repositories — but discovering the ones that truly deserve your time requires more than just browsing trending lists or counting stars. So we built an AI layer on top of public GitHub data: every repository gets a quality score, a discovery score, and anomaly signals that detect unusual growth patterns before something goes viral. The part we're most proud of: 25,000+ deep AI analyses that go beyond the README — covering architecture, use cases, risks, and community health. We'd love your feedback on what's useful and what's missing.

DiscoverGit

Find GitHub repos that actually deserve your time.

Find GitHub repos that actually deserve your time.