Which political party owned the most slaves in America?

Democrats, as they were configured at the time. Since then, the only vestige of that era left on the party is the name "Democrats". The party itself bears no resemblance at all to the party of that era.

The early Democratic Party was made up mostly of southerners and plantation owners from the South.