Analyze, categorize, and track your stars, forks, and Gists with AI.
Not just managing stars — finding them when you need them.
Processing: React-Framework
Status: Success
Designed for developers who need a brain extension — from stars to forks, Gists to vectors, all under one roof.
Automatically analyzes repo content to generate summaries, extract tags, and identify supported platforms. The AI engine processes READMEs, documentation, and code structure to build a rich, searchable knowledge base of your entire starred collection.
Ask any repository questions in natural language. Answers stream in with evidence-driven citations down to file:line — every claim has a provenance you can jump to.
READMEs and release notes render with official Primer styling — GitHub Alerts, gemoji, KaTeX math, and Mermaid diagrams, with TOC, translation, and copy-code intact.
14 preset categories with custom support. AI auto-matches repos to categories based on extracted tags — from Frontend Frameworks to Operating Systems.
Find repos using natural language queries with advanced filters, or go deeper with semantic vector search — and even without a vector index, a three-stage AI recall chain keeps results precise.
One discovery center: GitHub trending with daily snapshots and ranking history, curated X (Twitter) tweet channels, Telegram channels, Ruan Yifeng Weekly open-source picks, and grep.app-powered code search — hide the channels you don't use.
Paste any article or Markdown mentioning repos, preview each one, and star up to 50 at a time.
Subscribe to repository updates, get a timeline of releases, and grab the right installer for your platform — custom asset filters with keyword blacklists and per-repo rules keep the noise out.
Keep all your forked repos in sync. Detect upstream changes, merge with one click, and trigger GitHub Actions workflows without leaving the app.
Extend the app with sandboxed plugins — isolated views and storage with repository integrations, checked against a community registry for updates, permission changes, and revoked entries.
HTTP/SOCKS5 proxies with aria2 RPC for remote downloads.
Expose your library to Claude Desktop, Cursor, or any MCP client over a local, token-protected endpoint — keyword, category, and semantic vector search plus repository evidence and similar-repo tools included.
Auto-backup to Jianguoyun, Nextcloud, ownCloud, or any WebDAV service.
100% local data by default, auto-launch & tray-resident on desktop, optional WebDAV sync.
OpenAI, Anthropic Claude, or local Ollama — bring your own keys.
One-click skinning with 12 curated presets — then tune accent color, radius, font scale, and reduced motion.
Two-way sync between local categories and GitHub native Lists (experimental).
The UI ships in 10 languages, with AI prompts, translations, and release summaries adapting dynamically.
AI translates repo descriptions into your language, with caching and graceful fallback.
Stop scrolling through endless, unorganized lists. Our smart workspace automatically categorizes your stars using AI-generated tags, giving you a clean, multi-dimensional view of your tech stack.
Never miss an important update from your favorite tools. The Release Timeline view keeps you informed of the latest versions, intelligently parsing download links for your specific platform.
Just now
2 days ago
6 days ago
We don't lock you into a specific provider. Use the AI service you prefer or deploy locally for maximum privacy.
Stay ahead of the curve. Trending with daily snapshots and ranking history, curated X and Telegram channels, Ruan Yifeng Weekly picks, and global code search — all in one hub, with the channels you don't use hidden away.
Keep all your forked repositories in sync and under control. Detect upstream changes at a glance, merge with one click, and trigger GitHub Actions workflows without leaving the app.
Stop losing code snippets in the Gist jungle. Browse, create, edit, and search your Gists with AI-powered summaries that understand intent, not just filenames.
Go beyond keywords. Vector Semantic Search embeds your repos into Cloudflare Vectorize, matching by semantic similarity so you find what you actually mean — not just what you type. No vector index? A three-stage AI recall chain — query expansion, lexical recall, LLM selection — lifted precision from P@5 0.21 to 0.67 on a real 951-repo library.
Every starred repo has details you forget. The Repository Q&A Assistant digs through READMEs, commits, releases, and issues as read-only evidence and streams the answer with traceable source cards — citations down to the exact source line.
Every theme ships with matched light and dark palettes, live previews, and full design-token coverage — then tune accent color, radius, and font scale to make it yours. Try it below.
The app ships with a local MCP (Model Context Protocol) server. Plug in Claude Desktop, Cursor, or any MCP client and your whole star library becomes a tool the AI can query — search, stats, categories, semantic search, repository evidence, and similar-repo lookup included. Self-hosted backends expose the same discovery toolset.
The desktop app ships a sandboxed plugin platform: plugins run in isolated views with their own storage and integrate with your repository data. The community plugin registry keeps installed plugins in check — available updates, permission changes, and revoked or blocked entries, all integrity-checked.
Run GithubStarsManager wherever you code. Built on Electron for native desktop performance, or run the web client anywhere.
A local-first architecture that keeps your data private while leveraging cloud AI for intelligence.
The app ships fast. Here's what just landed — pulled live from the repository changelog.
Everything you need to know about GithubStarsManager.
Yes, it is completely free and open-source under the MIT license. You can use all features without any restrictions.
No cloud account is required. The application runs locally and stores your data locally on your device. You can optionally enable WebDAV for cross-device sync.
The interface ships in 10 languages. AI prompts, translations, and release summaries adapt dynamically to the selected language.
Yes. Plugins run in sandboxed views with isolated storage. The community plugin registry tracks versions, permission changes, and revoked or blocked entries, all with SHA-256 integrity checks.
Use WebDAV backup, or connect the optional self-hosted backend — the "Already have backend data" login path restores your GitHub token and all synchronized data from a backend URL and API key.
Free, open-source, and private by default. Download for your platform and transform your starred repos into an organized knowledge base.