Linkbry vs Karakeep
Karakeep — renamed from Hoarder — is an open-source, self-hostable “save everything” app: links, notes, images and PDFs, with an LLM doing the tagging and summarizing for you. It's aimed at people who want AI organization without sending their data to a cloud vendor, and who are fine running that AI themselves.
What Karakeep is built for
Karakeep stores more than links — notes, images and PDFs alongside bookmarks — and uses an LLM (including local models via Ollama) to auto-tag and summarize what you save. It adds full-text and semantic search, OCR on images, RSS auto-hoarding and browser extensions for Chrome, Firefox and Safari.
- AI auto-tagging and summarization, with a local-model option
- Full-text and semantic search across everything you've saved
- Handles notes and images as well as links
- AGPL-3.0 open source; self-hosting is free, you run the server
The cost of running the AI yourself
Self-hosted AI tagging means either paying for an LLM API from your own server or running a local model with enough hardware to do it well — plus the same ongoing self-hosting maintenance any self-hosted tool carries. None of that is a criticism of Karakeep; it's simply what “no cloud dependency” costs in setup time.
How Linkbry differs
Linkbry skips the AI-tagging layer in favor of structure you control directly — folders, multi-select tags and notes you write yourself — plus a managed workspace that's ready as soon as you sign in.
- No server, no model, nothing to host — sign up and it's running
- Shared workspace with owner, editor and viewer roles
- Click analytics on every shared link
- A picker that inserts saved links into any text box, not just a save button
Where Karakeep is the better fit
If you want one self-hosted app for links, notes and images with AI doing the filing, and you're comfortable running that infrastructure, Karakeep is a genuinely capable choice. If you'd rather have a team workspace running the moment you sign up, with no server to maintain, Linkbry gets you there faster.
Get an organized workspace with nothing to self-host
Free forever for individuals. No server, no setup — just sign up.