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Bookmark Lens is a local-first bookmark manager designed to overcome the limitations of traditional browser bookmarks by leveraging semantic search. It allows users and AI assistants to find saved content by its meaning, rather than exact keywords or folder structures, making recall effortless. Integrating natively with MCP-enabled AI clients like Claude Desktop, Bookmark Lens keeps all processing and data private on your machine. It offers optional LLM-enhanced features such as auto-tagging, summarization, and topic classification to further enrich your bookmark collection, transforming it into a powerful, AI-searchable personal knowledge base.