# GithubStarsManager

> AI-powered GitHub stars, forks, and Gists management tool. Automatically analyze, categorize, and track your repos with AI intelligence — locally, privately, and cross-platform.

## Links

- [Website](https://gsm.aminta.top)
- [Documentation](https://deepwiki.com/AmintaCCCP/GithubStarsManager)
- [AI-Generated Docs](https://zread.ai/AmintaCCCP/GithubStarsManager)
- [GitHub Repository](https://github.com/AmintaCCCP/GithubStarsManager)
- [Releases](https://github.com/AmintaCCCP/GithubStarsManager/releases)
- [Product Hunt](https://www.producthunt.com/products/githubstarsmanager)
- [AI Overview (llms.txt)](https://gsm.aminta.top/llms.txt)
- [Full Knowledge Page](https://gsm.aminta.top/llms-full.txt)
- [Structured Data API](https://gsm.aminta.top/api/profile.json)

## About

GithubStarsManager is an open-source desktop and web application that helps developers manage their GitHub starred repositories, forks, and Gists using AI. It was built for developers who have accumulated hundreds or thousands of starred repos and need a smart way to organize, search, and track them.

**Author:** [AmintaCCCP](https://github.com/AmintaCCCP)

**License:** MIT

**Platforms:** Windows, macOS, Linux, Web / Docker

**Tech Stack:** React 18, TypeScript, Electron, SQLite, AI/LLM integration (OpenAI, Anthropic Claude, Ollama), Cloudflare Vectorize

## Key Features

- **AI Smart Analysis** — Automatically analyzes repository content to generate summaries, extract tags, and identify supported platforms using LLMs.
- **Smart Categorization** — 14 preset categories with custom support. AI auto-matches repos to categories based on extracted tags.
- **Release Tracking** — Subscribe to repository updates with a timeline view, unread status management, and direct platform-specific asset downloads.
- **Natural Language Search** — Find exactly what you need using AI-driven natural language queries with advanced multi-dimensional filters.
- **Vector Semantic Search** — Embed repo descriptions/READMEs into Cloudflare Vectorize; query with natural language for high-precision semantic matching with AI reranking. Supports OpenAI, Gemini, Cohere, Ollama, SiliconFlow embeddings.
- **Fork Management** — View all your forked repos, sync upstream changes with one click, and trigger GitHub Actions workflows from a single dashboard.
- **Gist Management** — Browse, create, edit, and delete Gists; AI-powered summaries and semantic search across snippets.
- **Local & Private** — 100% local data storage by default. Optional WebDAV sync across devices.
- **Custom AI Models** — Bring your own API keys. Supports OpenAI, Anthropic Claude, or local Ollama deployments.
- **Trending Discovery** — Browse GitHub trending repos by day, week, or month with AI-powered summaries and one-click subscriptions.
- **Network Proxy** — HTTP/SOCKS5 proxy with protocol-level connection testing and encrypted credential storage.
- **Remote Download (aria2)** — Send release assets to aria2 for download via JSON-RPC.
- **Diagnostic Logs** — Unified frontend/backend log viewer with debug capture mode.

## What Makes It Different

Unlike cloud bookmarking tools, GithubStarsManager runs entirely locally. Your starred repository data never leaves your machine unless you explicitly sync it. The AI analysis runs on your own API keys or local Ollama instance, giving you full control over your data and costs. Vector search embeddings are stored in your own Cloudflare Vectorize index.

## Changelog

- **v0.6.7** — Vector Semantic Search with Cloudflare Vectorize, AI reranking, multi-provider embeddings
- **v0.6.6** — Release asset filters, latest-only dropdown
- **v0.5.0** — Fork & Gist management, network proxy, aria2 remote download
- **v0.4.0** — Diagnostic logs panel with debug capture mode
- **v0.3.0** — Initial feature release with AI analysis, categorization, and release tracking