Mcp Bookmark

This server connects your AI assistant to a personal bookmark collection backed by OpenAI's embedding and search capabilities. It exposes two operations: save_bookmark for storing URLs with titles and descriptions, and search_bookmarks for semantic queries across your collection. You'd reach for this when you want Claude or another MCP host to remember and retrieve URLs intelligently, going beyond simple keyword matching. Requires an OpenAI API key since it uses their RAG infrastructure for the actual storage and retrieval. Installed via uvx from the GitHub repo rather than a published package, and works across Claude Desktop, Cursor, Windsurf, Zed, and Continue.