The 21-year old was the catalyst for the Revs' 5-1 victory over Philadelphia Union at Gillette Stadium with a brace of goals as he helped guide the team to fifth place on the Eastern conference table.
Rowe opened the scoring for New England in the 26th minute with a well-placed shot from about 25 yards into the bottom left corner which had Union keeper Zac MacMath all at bay.
The Union levelled through Danny Cruz five minutes into the second half before an own-goal from Amobi Okugo, who was later sent off, restored the Revs' lead just before the hour-mark.
Rowe then made it 3-1 in the 65th minute when he struck sweetly, again from range, curling the ball into the top right corner with the outside of his boot prior to goals from Diego Fagundez and Juan Agudelo to complete the rout.
Rowe became just the second Revs player this season to be named the MLS Player of the Week after Fagundez in Week 14.
2013 MLS Player of the Week
Week 26: Kelyn Rowe (New England Revolution) Week 25: Robbie Keane (LA Galaxy) Week 24: Landon Donovan (LA Galaxy) Week 23: Lloyd Sam (New York Red Bulls) Week 22: Álvaro Saborío (Real Salt Lake) Week 21: Chris Rolfe (Chicago Fire) Week 20: Camilo (Vancouver Whitecaps) Week 19: Brad Knighton (Vancouver Whitecaps) Week 18: Alan Gordon (San Jose Earthquakes) Week 17: Camilo (Vancouver Whitecaps) Week 16: Kenny Miller (Vancouver Whitecaps) Week 15: Olmes García (Real Salt Lake) Week 14: Diego Fagundez (New England Revolution) Week 13: Marco Di Vaio (Montreal Impact) Week 12: Eddie Johnson (Seattle Sounders) Week 11: Will Bruin (Houston Dynamo) Week 10: Graham Zusi (Sporting Kansas City) Week 9: Tim Cahill (New York Red Bulls) Week 8: Jack McInerney (Philadelphia Union) Week 7: Brad Davis (Houston Dynamo) Week 6: Ryan Johnson (Portland Timbers) Week 5: Will Johnson (Portland Timbers) Week 4: Juan Agudelo (Chivas USA) Week 3: Bill Hamid (D.C. United) Week 2: Robert Earnshaw (Toronto FC) Week 1: Mike Magee (LA Galaxy)