Your papers are your profile.
Curator builds a personalized feed of new papers based on what you've published — not keywords you set up — and layers on social features so your colleagues can surface papers for you too.
The problem
Every day, thousands of papers are published. PubMed requires you to craft and maintain keyword searches. Journal alerts flood your inbox. Google Scholar sends tangentially related things. You end up missing papers that matter, or spending 30 minutes a day just triaging.
How it works
Select your publications
Search PubMed for your name or enter PMIDs/DOIs directly. Minimum 3 papers.
We understand your research identity
The system builds a semantic profile from your abstracts — it understands meaning, not just keywords or MeSH terms.
Get a personalized feed every morning
New papers ranked by relevance to your actual research, with a freshness decay so recent work surfaces first.
Read your daily briefing
An AI-written digest that explains why each paper matters to you specifically, like a newsletter from a knowledgeable colleague.
Like papers to share with others
When you like a paper, it appears in the feeds of people who follow you. Your network helps you discover things the algorithm alone might miss.
What makes it different
Existing tools
- You define keywords and alerts manually
- Static search results
- No social layer
- No quality signal beyond journal name
- Raw abstracts, no context
Curator
- Your publications define your interests automatically
- A living feed that updates daily, ranked for you
- Colleagues can recommend papers into your feed
- AI assesses novelty and methodology rigor (0-10 scores)
- Daily briefing explains relevance to your research
Your publication record already encodes what you care about. Curator uses that directly — no setup, no keyword maintenance, no filters to tune.