To combat algal blooms caused by nutrient-rich pond water after climate disasters, we developed a modular algae removal system. Autonomous sub-units navigate the water to collect algae, while a central mother unit stores the harvest in a detachable bag. This rapid, physical extraction method offers an efficient and proactive approach to early-stage algae control.