What you're describing sounds a lot like 'The Magicians' trilogy by Lev Grossman. Quentin Coldwater is the protagonist, who discovers that he has magical abilities and attends a college of magic in New York. Not exactly a magical 'stone,' but they do have magical artifacts and there's a big emphasis …