Interesting contribution from Donald Forbes who advises that this name derives from the Murchos who lived in St Andrews area.
Sasine records for Falkland identify a Mrs Muckarsie owning a “little parcel of land” immediately adjacent to the joinery shop owned by Millers (now Courtside Cottage, West Port).
Are you a Mukcarsie? more here