The best thing I have found for that is to use the backend of a drill bit in the tip, but eventually it hardens up down through the tip anyway (just a matter of time)
If the long tip gets cracked where it threads onto the tube I usually take the tip off and use a rubber band and some plastic wrap to seal it up. (second best way)
A long time ago they used a cap for the tube and the long tip came with it, but maybe they found out they sold more if it wasn't able to be closed up as well.