Complete noob - need guidance on a project idea

While it can control enough servos for you it will not be able to power this many.

As others have said you need to know the stall current.

Also with that many servos banging about you will need to know about decoupling circuits. Read this for the lowdown on them:-
Decoupling Tutorial