Andy Welsh was in tantalising form on the right and provided the cross for Huntington to fire past goalkeeper David Martin after only 11 minutes.
Yeovil came close to a second goal when Welsh provided another great cross, but a diving Sam Williams narrowly failed to connect.
Andy Williams hit the inside of the post as the Glovers threatened again before substitute JP Kalala was shown a straight red card for a foul on former Yeovil player Michael McIndoe with six minutes left.
Source: PA
Source: PA