This answer on webapps.SE describes how to get English text files from Project Gutenberg.
My problem is that I don't want to download all ~40GB of ebook files since I need only a part: Is there a way to download just books from a specific bookshelf, e.g. the Adventure bookshelf, combined with the language restriction (to English)?
The official wiki doesn't seem to have more information either.