<p>Monocyte chemoattractant proteins (MCPs) are involved in monocyte trafficking during severe inflammation by modulating the chemokine-glycosaminoglycan-receptor signaling axis. MCPs comprise a family of four chemokines (CCL2, CCL7, CCL8, and CCL13/12) that exhibit differential expression patterns in mammals, functional diversity, and receptor/glycosaminoglycan (GAG) binding promiscuity. In this context, the evolution-structure–function paradigm of MCP chemokines in mammals was established by assessing phylogeny, functional divergence, selection pressure, and coevolution in correlation with structural and surface characteristics. Comprehensive analyses were performed using an array of evolutionary and structural bioinformatic methods including molecular dynamics simulations. Our findings demonstrate that substitutions in receptor/GAG-interacting residues mediate episodic diversification and functional diversity in MCP chemokines. Additionally, a balanced interplay of selection pressures has driven the functional changes observed among MCP paralogs, with positive selection at various receptor/GAG-binding sites contributing to their promiscuous receptor/GAG interactions. Meanwhile, processes like purifying selection and coevolution maintain the classical chemokine structure and preserve the ancestral functions of MCP chemokines. Overall, this study suggests that selection pressure on sites within the N-terminal region [N-loop and 3₁₀-helix] and 40S loop of MCP chemokines alters surface properties to fine-tune the molecular interactions and functional characteristics without altering the overall chemokine structure.</p> Graphical Abstract <p></p>