The invention provides a non-wood raw material clean pulping method. Main agents used in the invention comprise a bio-enzyme, an alkaline salt, a surfactant-1, a surfactant-2, an oxidant and the like. The non-wood raw material pulping method comprises a step 1 of raw material pretreatment, a step 2 of kneading devillicate, a step 3 of pulping dipping, a step 4 of defibering pulping; a step 5 of pulp refining, a step 6 of enhanced bleaching, a step 7 of screening, and a step 8 of wastewater reuse, wherein the above pulping agents are used in the step 1 and the step 3. The pulping agents provided in the invention are utilized to pulp non-wood raw materials, and the non-wood raw materials mainly comprise cotton stalks, Caragana microphylla, Salix cheilophila, bamboos, reeds and the like. Compared with traditional alkaline pulping methods, the pulping method provided by the invention has the advantages of substantial yield increase, great whiteness increase, realization of recycling the pulping agents, reduction of the consumption of chemical agents, and reduction of the environmental pollution.