Hey Product Hunt! 👋 I'm Aneesh, the maker of StarDash. If you're like me, your GitHub stars are basically a graveyard — hundreds of bookmarked repos you'll "get to later" but never do. StarDash fixes that. Sign in with GitHub, sync your stars, and get a full AI-powered workspace in seconds. 🤖 What the AI does for you: AI Categorization — Automatically generates tags and collections from your entire repo corpus (up to 500 repos per run), organized in two phases: collection discovery + batch classification. No more manually sorting through 500 starred repos. AI Repo Search (Discover) — Plain-English search that expands your query with AI, hits GitHub, deduplicates, and reranks results by relevance with a real-time streaming pipeline. Find repos you didn't even know you needed. AI Repo Intel — On-demand deep health analysis of any starred repo: a 0–100 health score, maintenance verdict, community sentiment, commit activity, contributor signals, top pain points, and a full AI recommendation. Shared 7-day cache keeps costs low for everyone. AI Contribution Brief — Pick any open issue from your starred repos and get a plain-English brief: what the issue is, why it fits you, first steps, likely files to touch, questions to ask the maintainer, and a ready-to-paste prompt for your coding assistant. 💸 Free & Flexible: The hosted app at stardash.dev comes with generous weekly free quotas on all AI features — no credit card required to get started. When you're ready to go unlimited, just add your own API key in Settings → AI Provider (OpenRouter, OpenAI, or Anthropic all supported). Your key is yours — the app's shared key is never touched when BYOK is active. ✨ Everything else baked in: Browse, search, and filter up to 5,000 starred repos with rich metadata Per-repo status tracking, notes, pinned state, tags, and collections Inline README viewer — no tab-switching Contribution dashboard: scan your stars for real open issues filtered by difficulty, language, and type Trending view with heuristic recommendations (Popular in Your Network / Heating Up / Hidden Gems) Command palette for instant repo navigation Proactive alerts for archived repos and major release drops Full self-hosting via Docker Compose — your data stays yours MCP server in progress for Cursor / Claude / Windsurf integration It's open source (MIT) and live at stardash.dev. Would love your feedback — what would make this an indispensable part of your dev workflow? 🙏

StarDash

Organize, discover & contribute to starred repos with AI

Organize, discover & contribute to starred repos with AI