It is a new Supervision Army created by the Protodeviln when they re-awakened and escaped from their prision in the Varauta star system.
The Varauta Army is formed with brainwashed Humans and Zentradi from the lost Megaroad-13 colonization fleet. Most of their spaceships and mecha are modified versions of those of the U.N. Spacy.