Malaria remains a major global health concern, and the emergence of resistance against currently available antimalarial drugs necessitates the discovery of novel therapeutic molecules. Medicinal plants serve as an important source of structurally diverse bioactive compounds with potential pharmacological applications. Simarouba glauca DC, is known to contain several secondary metabolites, which have been associated with various biological activities. The present study aimed to investigate the antimalarial potential of selected phytoconstituents of S. glauca through an in silico computational approach using quinine as a standard antimalarial reference compound.Twenty reported phytoconstituents of S. glauca were selected and subjected to molecular docking studies against malaria-associated protein targets (PDB IDs: 1LF3, 3BPF, and 3BWK). The docking analysis was performed to evaluate binding affinities, interaction patterns, and the stability of ligand–protein complexes. The docking performance of plant-derived compounds was comparatively assessed with the standard drug quinine to identify promising antimalarial candidates. Further, the lead molecule was evaluated for ADMET properties to predict pharmacokinetic behaviour and safety parameters.The results demonstrated that several phytoconstituents exhibited favourable binding interactions with the selected malaria targets. Among the screened compounds, Melianone showed promising docking scores and stable interactions with the target proteins, indicating its potential inhibitory activity. ADMET prediction revealed acceptable drug-like characteristics with a favourable predicted toxicity profile.The computational findings suggest that S. glauca phytoconstituents possess significant potential as natural antimalarial leads. Melianone may represent a promising candidate for further in vitro and in vivo validation, contributing towards the development of novel plant-based antimalarial therapeutics.