mdBook is nice indeed but it still lacks a proper way to create PDFs. `bookdown` has a very smooth way to do that. The only thing I don't like is that is very R centric in terms of syntax for adding tables, graphs and whatnot. It's not pure markdown.

For things that will be online only mdBook is great.

I'm currently testing honkit which is a gitbook-cli fork and it seems OK.