Updated June 9, 2019 Share: Family name origins & meanings English : habitational name from the Clee Hills in Shropshire or the nearby village of Clee St. Margaret. The hills are probably named with Old English cleo ‘rounded’, ‘ball-shaped’.Possibly an altered form of Irish or Scottish McClay.Variant spelling of German Klee.