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. Evidence-driven answers cite READMEs, commits, and issues as traceable sources — every claim has a provenance.
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 — Cloudflare Vectorize embeddings with AI reranking for precision matching.
Subscribe to repository updates. Get timeline views of releases and instantly access platform-specific download links.
Keep all your forked repos in sync. Detect upstream changes, merge with one click, and trigger GitHub Actions workflows without leaving the app.
Browse GitHub trending by day, week, or month with AI summaries and one-click subscribe to repos that catch your eye.
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 tools included.
Auto-backup to Jianguoyun, Nextcloud, ownCloud, or any WebDAV service.
100% local data by default. Optional WebDAV sync across devices.
OpenAI, Anthropic Claude, or local Ollama — bring your own keys.
One-click skinning. 12 curated presets with matched light & dark palettes and full token coverage.
Two-way sync between local categories and GitHub native Lists (experimental).
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
4 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 by exploring what's hot on GitHub. Filter by time range and platform, get instant AI summaries, and subscribe to repos that catch your eye.
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.
Every starred repo has details you forget. The Repository Q&A Assistant digs through READMEs, commits, and issues as read-only evidence and answers with traceable source cards — so every claim has a provenance.
Every theme ships with matched light and dark palettes, live previews, and full design-token coverage — radii, fonts, and shadows restyle instantly. 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, and semantic search included.
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.
Free, open-source, and private by default. Download for your platform and transform your starred repos into an organized knowledge base.