Here, the authors integrate a passive self-adaptive porous valve to harvest energy from subsea low-flux bubbles. It utilizes the gas-liquid interface’s adaptive deformation to control bubble accumulation and rapid release, addressing subsea in-situ power supply challenges while boosting efficiency.