PMo12/SWCNH was fabricated on GCE by simple electrochemical polymerization. PMo12/SWCNH/GCE showed excellent electrocatalytic activity toward glucose. PMo12/SWCNH/GCE was successfully applied for non-enzymatic detection of glucose. PMo12/SWCNH/GCE exhibited excellent stability and reproducibility for glucose.