Our mission is to surface breakout open-source repositories, MCP servers, and Claude skills the moment they ship. We track signals from GitHub, Hacker News, ProductHunt, Bluesky, dev.to, and arXiv, and we rank them by cross-source agreement so you can see what is moving before it trends.
TrendingRepo is the trend desk for open source. We ingest signals from the active public sources every few hours, normalize them against per-category baselines, and rank repositories by cross-source agreement. The result is a live momentum index that catches breakouts hours before they hit the front page — and a deterministic score you can inspect, line by line, on every repo's detail page.
Star counts are a lagging indicator. By the time a repository hits 10k stars, the operators who would have built on top of it have already moved on to the next thing. We wanted a surface that answered a sharper question: what crossed a meaningful threshold in the last 24 hours?
Single-source aggregators (Hacker News, ProductHunt, dev.to) each answer one slice of that question. We answer it across all of them at once, with anomaly detection that drops bot spikes and a category baseline that prevents “everything in AI is trending” distortion.
TrendingRepo is built and maintained by an independent founder team. The credentials behind the project: a decade of experience shipping production systems for ingestion pipelines, search infrastructure, and developer-facing APIs. We treat this site as a research tool first; the leadership commitment is to keep the front page free of paywalls and the API public.