If that's a "wall wart" and has a little coaxial plug that plugs into the handle of the drill, I suspect there's a rectifier in the drill itself.
5.5 VAC wall wart shouldn't be hard to find. 5v is very common and might work.
5.5 VAC wall wart shouldn't be hard to find. 5v is very common and might work.