Herein we develop a metal-free umpolung dehydroxytrifluoromethylthiolation of alcohols with commercially available PPh3 and N-trifluoromethylthiophthalimide within 30 minutes. This protocol shows excellent functional group tolerance and high regioselectivity. The dehydroxytrifluoromethylthiolation of a series of natural products and drugs further demonstrates its practicality. Preliminary mechanistic studies suggest that PPh3 is responsible for deoxygenation and the key trifluoromethylthiophosphonium ion may be hydrolyzed by H2O in solvent.