https://fstop.cloud is able to fetch full articles even for summary-only feeds. It looks for either the main element or the first article on the page, but you can also hand it a (feed-specific) XPath selector indicating what you want to keep.
Either way, maybe I should give https://github.com/fivefilters/readability.php a try.
