Longhurst joined the Reds from Chelsea Ladies in 2013, helping the side to back-to-back Women's Super League titles in 2013 and 2014.
The midfielder has made 91 appearances for the club and leaves as a big fans' favourite.
Everyone at Liverpool Ladies thanks Kate for her valuable contribution since joining the club and wishes her the best of luck for the future.