The entire song is the same four chords, but he deviates a bit since it's
obviously originally on piano. Just pick these while listening to the song and
you'll figure it out :)
Verse:
G#m
Beauty, beauty, beautiful,
E
Glory, glory, glorious,
B
You are...
F#
You are...
Chorus:
G#m E
Jesus, You're the most excellent,
B F#
You are so beautiful... There is no one like You.