The formation of an immunosuppressive tumor microenvironment (TME) impairs natural killer (NK) cell infiltration and persistence within tumor tissue and significantly diminishes NK-mediated cytotoxicity. This presents a substantial barrier to the efficacy of NK cell therapy in solid tumors. Current strategies aim to overcome immune evasion by enhancing NK cell recognition and cytotoxicity, while promoting their persistence, infiltration, and resistance to the TME. This review focusses on the biophysical characteristics of TME and specific components of the extracellular matrix (ECM) that affect NK cell activity, with the goal of identifying therapeutic approaches to modulate the TME and create a supportive niche for adaptive immune cell function. Advancements in interdisciplinary collaborations integrating oncology, cell biology, physics, engineering, materials science, and nanotechnology are crucial in advancing therapeutic strategies targeting ECM rigidity and mechanotransduction signaling pathways.