The present invention discloses a natural face scrubber composition rich in naturally available protein ingredients and extracted from rice bran. After de-fatting of rice bran, the oil obtained is known as rice bran oil and residue is de-oiled cake (DOC). The composition is derived from DOC after suitable treatment which involves the steps of washing of the DOC (to remove remnants of rice husk and also sand particles), drying and grinding (to enable sieving) and finally sieving through 40 mesh and 80 mesh sieves, to obtain a final, dried powdered fraction, which is suitable as an active ingredient in natural scrubber compositions. The DOC fraction retained on sieve no. 80 (DOC-80) is the fraction of interest for use in scrubbing composition of the present invention because it has suitable particle size to act as exfoliating agent.