I also find that it is a shame to restrain article sources to arxiv. It would be awesome if your tool would allow saving articles from Sci-Hub into one's library.
http://www.ibtimes.co.uk/sci-hub-offline-elsevier-gets-yet-a...
I think scientific research should benefit all of humanity.