I will believe Agatha is a villain only when there is something besides made-up fan posts to justify it.
Heck, there's more material in the comics for making Wanda a villain then there is for Agatha. Wanda did start out in a group with "Evil" in the title while Agatha was always on the good guys' side from the moment the Fantastic Four met her.