Does a genius.com-like app to annotate ArXiv papers exist?

https://web.hypothes.is

I believe the "Librarian" Chrome extension - https://fermatslibrary.com/librarian - from Fermat's Library should do that, but I'm not certain if the comments are shared across users.

If you download the PDF, you can annotate PDFs locally. Why not do it that way?