From a technical standpoint, yes you can do that.
From a legal standpoint, of course you can't do that.
IANAL! (and I'm paraphrasing here)
MySQL's license states something to the effect that you can use MySQL in a application but you cannot distribute MySQL with your application without a license. If you are serious about your application then you need to contact MySQL and negotiate a distribution license.
HTH,
=C=