Despite various efficient pharmaceuticals which are already used to manage diabetes, new drugs are needed to preserve and restore the function of pancreatic β-cells (pβCs) including cell specific gene expression and insulin production and secretion. Newly developed small molecules (SMs) with potential anti-diabetic activity need to be preliminary tested. Mice insulinoma MIN6 cells (MIN6) can be utilized as an in vitro screening model. These cells have pancreatic β-cells characteristics and can secrete insulin in response to glucose level changes. As well, β-cell-specific gene expression pattern of these cells is similar to that of mouse pancreatic islet cells. It is possible to use this cell line as a research tool to study the function of the pancreatic β-cells. To date, approximately 60 genes have been identified which, are effective in the pβCs embryonic development and insulin production and secretion during puberty, including pancreas/duodenum homeobox protein 1 (Pdx1), neuronal differentiation 1 (Neurod1), neurogenin3 (Ngn3), and insulin-1 precursor (Ins1). In this study, a family of new SMs that are structurally similar to glinides was synthesized through three different synthetic methods and categorized into three categories (C1-C3). Then, these novel SMs were characterized by testing their effects on cell viability, pβCs-specific gene expression, and insulin secretion of MIN6 in four different concentrations and three time points. According to our results, SMs of C1 (1j, 1k, and 1l) and two SMs of C3 (1f, 1I), at 200 μM concentration, were able to increase the expression levels of Pdx1, Neurod1, Ngn3, and Ins1 as well as the insulin secretion after 24 hours. However, C2 (1a, 1b, 1c and 1d) did not show significant bio-activity of MIN6 cells. These investigated molecules can provide a tool for exploring pseudo-islet functionality in MIN6 cells or provide a possible basis for future therapeutic interventions for diabetes.