Although it's not being actively developed any longer due to low demand, you can have a look at the MySQL-Connector/MXJ package that's meant for "embedding" your MySQL-database into your application - I recon' it still should be able to do the trick.
But to be honest, the most future-proof solution would be to switch out your database with another option, preferably an in memory database such as H2database or SQLite.