Have you ever starred great open-source projects, then forgotten their names when you needed them? Starlens helps you find projects by semantics, tags, and context. It auto-summarizes READMEs with AI and auto-tags repos, making your Stars truly searchable. Supports Web dashboard, CLI, and AI tools like Claude Code via MCP protocol. Open-source GitHub Stars manager with natural language search, multi-level tags, and AI Q&A.