Rutgers Glacier is a steep glacier on the west side of the Royal Society Range in the Ross Dependency, Antarctica. Rutgers Glacier descends southwest from Johns Hopkins Ridge and Mount Rucker to enter the Skelton Glacier. Abbott Spur separates the lower ends of Rutgers Glacier from Allison Glacier.