Seeing the two superstars together won't come cheap. Tickets start at $500 and range up to $10,000.
The event was first reported by the Huffington Post Web site and confirmed by an Obama aide.
Springsteen also planned to perform Saturday at a Philadelphia rally to boost the Obama campaign's voter registration drive. Polls show a close race between Obama and McCain in Pennsylvania, a state John Kerry won in 2004.