General Manager Ray Shero announced the signing Saturday.
Larsson led all New Jersey defensemen in assists (21) and points (24) while playing in 64 games last season. His scoring totals were all career highs.
The 22-year-old Swede joined the Devils for the 2011-12 season. He was the fourth overall selection in the 2011 entry draft.