To increase the mechanical advantage of a lever you should?

Easy. The longer the lever is (or the further out you hold it) the more torque you will be able to apply (T = F x r).

Also, by pulling the lever perpendicular to it's axis of rotation, no energy will be wasted as it would if you were pulling it to one side or the other against or away from the pivot.