The design, synthesis and biological activity studies of series of the novel cyanopyrrolidines type II anti-diabetic agents reported in this paper. Three Dimensional Quantitative Structural Activity , pharmacophore, docking studies used for rational design of molecules, studies revealed that novel substituted cyanopyrrolidines were a promising candidate for further studies. Molecules were synthesized and evaluated for their anti-diabetic activity by using high-fat diet and multiple low doses STZ induced type II diabetes rat model. Amongst all the synthesized compounds 1-(2-(5-methylisoxazol-3-ylamino) acetyl) pyrrolidine-2-carbonitrile, 1-(2-(5-methyl-1, 2, 4-oxadiazol-3-ylamino) acetyl) pyrrolidine-2-carbonitrile and 1-(2-(1,2,4-thiadiazol-5-ylamino)acetyl)pyrrolidine-2-carbonitrile were found to be potent anti-diabetic agents.