Summerbee rejoined Swindon back in August for a second spell at the club after 11 years away, but was released after playing just one game against Nottingham Forest as Swindon couldn't afford his wages.
The 34 year old has now signed a four month deal to play for Tranmere Rovers after also being released by Bradford City over the summer.