Veins of the Earth is an excellent setting book that has tons of Underdark material in it. The monsters might be a bit too abstract and their statblocks aren't really 5e ready, but it has excellent writeups and interpretations on many Underdark races, a great cave generator for Underdark caverns, and lots of neat setting information.