Gagnon's goal off a wrist shot at 10:19 gave Dallas the lead. Morin struck on a rebound 13 seconds later, Daley connected at 13:15, and Morrow scored at 14:45 to make it 4-0.
Nikita Nikitin's power-play goal got the Blues scoring underway at 3:35 of the second period. Stefan Della Rovere's even-strength goal at 7:27 cut it to 4-2, but Morrow countered at 18:26 of the second period to restore Dallas' three-goal edge.
Brent Krahn, competing with Andrew Raycroft for the backup job, stopped 19 shots for the Stars.
Allen made 19 saves for the Blues (2-2), who outscored Minnesota 10-1 in their previous two games.