Rose is among a list of three other players, which includes striker Kevin Gall, defender Steven Reed and midfielder Richard Cullingford.
The left-back joined the Glovers from Hereford in 2004 and went on to earn a place in the League Two Team of the Year as they won the division.
Rose made 16 starts whilst with United, after joining on New Years Day, but lost his place in the side to Marcus Williams towards the end of the campaign.