The former England captain, who helped the club preserve their Football League status on the final day of last season having taken over when they were rooted to the bottom, admitted "my heart has said stay but my head has been telling me to go to MK Dons".
Ince´s assistant Ray Mathias and fitness coach Duncan Russell have also quit Moss Rose.
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