Dr. Horrible is an anti hero and a main character from his own title Universe. He is played by Neil Patrick Harris.
He is not really a villain, but someone who's been hurting and getting tortued by a bully, who is Captain Hammer (douche bag).
Dr. Horrible is actually a hero who wants Penny to be his love and to defeat a "villain" Captain Hammer.