I built a better GitHub search that rank repos by what matters
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HN · launched May 29, 2026 · 5 upvotes (top 89%) · 1 view
Niche: vertical search engines and directories · 98 launches, 9 in the last 7 days ▼ -25% · Explore this niche →
Category and tags
- Horizontal
- Search & retrieval
- Developer
- Not AI
- Hobby / open-source project
Visit website ↗ Source listing ↗
More like this: all 98 launches in vertical search engines and directories →
Could you build this?
Partial The search web interface and API are simple, but building a production search engine that continuously scrapes, embeds, indexes, and reranks millions of GitHub repositories requires non-trivial background ETL and vector indexing infrastructure.
What it would actually take: The backend requires an ingestion pipeline scraping GitHub READMEs and metadata via GitHub APIs, an embedding worker cluster, and a hybrid search engine (BM25 lexical search combined with vector similarity search via Qdrant or Milvus) followed by a cross-encoder reranker. Operating this at scale requires distributed data pipelines and search infrastructure engineering.
Discussion
5 comments analyzed.
Concerns raised: 100 searches per month for $16 is low value, Unclear ranking methodology for repositories
Competitors
Other products that read as similar to this one : 470 launches clear the similarity bar, closest 8 shown.
Attention rank: #410 of 471 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 203 days after the earliest competitor.
- Every Developer in the World, Ranked · hn · 2026-03-12 · 11 upvotes · similarity 0.60
- Better Hub · hn · 2026-02-25 · 11 upvotes · similarity 0.60
- A small game where you have to guess the stars of GitHub repositories · hn · 2026-05-26 · 5 upvotes · similarity 0.57
- Score your GitHub repo for AI coding agents · hn · 2026-03-17 · 7 upvotes · similarity 0.55
- Git Quick Stats · hn · 2025-11-11 · 5 upvotes · similarity 0.54
- seo-apis-that-rank-pages · github · 2026-09-16 · 17 upvotes · similarity 0.53
- Rickub · hn · 2026-09-18 · 24 upvotes · similarity 0.53
- Better Hub · hn · 2026-02-26 · 38 upvotes · similarity 0.52
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.