Previous reports indicate that the medicinal plants and their components have been utilized for treating diverse conditions since antiquity. Asparagus racemosus, in particular, demonstrates a broad spectrum of therapeutic possibilities. This study aimed to underscores the potential bioactive compounds found within the chloroform extract of Asparagus racemosus. Gas-chromatography employed to identify the presence of various molecules, while mass spectrometry and FTIR analysis validated their molecular structures. The molecules were analyzed to assess its suitability as a therapeutic candidate, their biological activity and predicted targets using in silico techniques. The chloroform extract stands out as the richest reservoir of carbohydrates and steroidal alkaloids. Molecule (5β)-pregnane-3,20β-diol, 14α,18α-[4-methyl-3-oxo-(1-oxa-4-azabutane-1,4-diyl)]diacetate was found in the highest concentration (42.28 %). The identified molecule is a steroidal alkaloid in nature and the computational analysis revealed promising drug-like properties and therapeutic potential for the investigated molecule. © 2024 Asian Publication Corporation. All rights reserved.