Does it support EPUB3?

Yes. From their repo README:

https://github.com/johnfactotum/foliate

Supported formats:

- EPUB (.epub, .epub3)

- Kindle (.azw, .azw3) and Mobipocket (.mobi)

- FictionBook (.fb2, .fb2.zip)

- Comic book archive (.cbr, .cbz, .cbt, .cb7)

- Plain text (.txt)