My understanding is that it's more a _bibliographic management_ tool.
There's also Calibre, which seems like it's a close solution, though that too is problematic, particularly at scale.
Another problem is that my laptop (as opposed to tablet) isn't particularly useful for reading formatted documents -- PDFs can't really be viewed _either_ one-up or two-up, and FBReader, which I like on mobile, formats ePub and similar eBook formats poorly (too wide, insufficient paragraph separation, unfamiliar controls), which is frustrating as well.
The tablet's much superior for _reading_ but even worse for _organising_ material.
It can also extract text from those files, for use in a text search.
I use it on a laptop, not a tablet. I see there are Zotero apps for a tablet. I have no experience with them.