Manager Colin Todd has decided to release the former Norwich City frontman after City drew 0-0 with Bristol City last weekend.
The 27-year-old made quite an impact on his debut against Brentford two months ago.
He grabbed the opening goal in the 2-1 win at Griffin Park. But things soon turned sour for Abbey when he was ordered off during the same match.