The midfielder, who made 21 appearances for City, scoring twice between 2002 and 2004, had been on loan at Cheltenham Town and was involved in an incident in September 2009 in which the police were called.
Pipe is one of six players released by the League One club.
Meanwhile, Exeter City have announced they are retaining Coventry City's record loanee Richard Duffy for another season.