Of Wolf and Man used to do that to me. Mostly now, though, it's Demons and Wizards quieter songs (Wicked Witch, Down Where I Am, etc) and some of Blind Guardian's stuff that does it.
Yeah, metal gives me chills. Classical has been known to too, especially some of Wagner's opera. So much raw power is intoxicating.