Bookmark Brain – AI-powered local Mac app for organizing browser shortcuts

Summary: Bookmark Brain is a local Mac application that uses AI to summarize, categorize, and tag browser shortcuts, making saved links searchable and organized. It supports multiple AI providers and processes links locally without subscriptions.

What it does

Users drag .webloc, .url files, or URLs into the app, which generates plain-English summaries, assigns categories, and tags each link. It offers real-time search, batch import, and favorite pinning, running entirely on localhost.

Who it's for

It is designed for Mac users who manage large collections of browser shortcuts and need a way to find and organize them efficiently.

Why it matters

It solves the problem of lost or unclear saved links by providing context and easy retrieval through AI-generated summaries and categorization.