Catalysis of the reaction: glycoprotein N-acetyl-D-glucosaminyl-phospho-D-mannose + H2O = N-acetyl-D-glucosamine + glycoprotein phospho-D-mannose.
alpha-N-acetyl-D-glucosamine-1-phosphodiester N-acetylglucosaminidase activity