The MLS side want to join Cole up with Steven Gerrard, with whom the defender played several times in his international career.
Cole played 107 times for England, and Galaxy are keen to see him play alongside Gerrard again.
Crystal Palace are also interested in landing the full back, but according to the Daily Express Cole is only interested in concluding his career in America.