I'm going for the 5th year and a half anniversary. Our tradition is to bring a Nerf gun and each others worst cake flavor. The Nerf gun to shoot each other for fun, and the cake to throw each other's cake on the face.
And no gifts, we don't need to proof each other of being worthy to be our friend. :)