Lol nice catch.
If you have any chance at that girl, and you want to keep your friend, then just find another girl. You just can't steal her like that and expect your friend to stay your friend.
Is he a unimportant friend? If so, kiss her, and after this, you tell her "I love you, darling". But if he's really your best friend, drink some vodka and chase after other girls.