Hamels (10-3) limited the Rockies to two runs on six hits and three walks over eight innings. The left-hander struck out seven while placing 73 of his 113 pitches for strikes.
Mayberry's two-run blast in the fourth inning broke a 1-1 tie and put the Phillies ahead to stay.
Carlos Ruiz went 2-for-4 with a two-run homer and three RBI as Philadelphia improved to 5-12 in June, taking the opener of a three-game series at Citizens Bank Park.
Josh Outman (0-3) surrendered four runs on five hits over 4 1/3 innings for the Rockies.
Colorado got RBI from Tyler Colvin and Chris Nelson in the loss.
'SNL': 'Anchorman 2' cast, One Direction sing 'Afternoon Delight' [VIDEO]
Selena Gomez drops F-bomb, walks off stage during Jingle Ball performance