Mindmarks

About

Mindmarks — Turn your bookmarks into a searchable knowledge graph.

  Every link you save across Chrome, X (Twitter), and Facebook becomes part of an intelligent, searchable knowledge graph that you can actually talk to.

  What if your bookmarks could answer questions?

  You've saved hundreds of bookmarks over the years — articles, tutorials, research papers, tools, references. But when you need to find something specific, you're stuck guessing folder names or scrolling
  endlessly. Mindmarks changes that.

  Instead of a flat list of links, Mindmarks builds a connected knowledge graph from everything you save. It automatically crawls, extracts key entities and claims, and interconnects your saved content. Then
  you can ask natural-language questions like "What have I saved about RAG architectures?" or "Summarize everything on AI agents from the past month" — and get cited, graph-grounded answers.

  How it works:

  1. Capture — Mindmarks detects bookmarks you save in Chrome, plus saved posts from X and Facebook
  2. Understand — Pages are automatically crawled and processed into structured knowledge with entities, relationships, and embeddings
  3. Search — Ask questions in plain English and get AI-powered answers backed by citations from your own saved content
  4. Explore — Open the web dashboard to navigate an interactive graph visualization of your personal knowledge

  Key features:

  - Automatic bookmark sync — All your Chrome bookmarks are detected and synced instantly
  - AI-powered conversational search — Ask questions about your saved content and get cited, relevant answers using hybrid BM25 + vector + entity retrieval
  - Knowledge graph visualization — Explore connections between your saved content in an interactive D3.js-powered graph
  - Source citations — Every AI answer links back to the original bookmark, so you know where the information came from
  - Multi-source support — Captures from Chrome bookmarks, X bookmarks, and Facebook saved posts
  - Multilingual — Works with content in multiple languages including Vietnamese
  - Privacy-first — Your data stays in your knowledge graph; sign in via secure OAuth

  Perfect for:

  - Researchers — Keep track of papers, articles, and references without losing context
  - Developers — Save and query documentation, tutorials, and tools across projects
  - Knowledge workers — Build a personal knowledge base that grows with you
  - Curious minds — Never lose a great article again; ask your past self what you've saved

  Getting started:

  1. Install the extension
  2. Connect your account via OAuth
  3. Import your existing Chrome bookmarks with one click
  4. Start asking questions about what you've saved

  Mindmarks turns your scattered bookmarks into connected intelligence. Every thought leaves a mark — start connecting yours.