Ocean plastics destroy our natural marine and coastal habitats, endanger wildlife across the globe, pollute our food chain, and ultimately affecting the global water-food-energy nexus. Here, we present ClearBot, a scalable, AI-powered, plastic collecting intelligent robotic solution to address the ocean plastic epidemic with a sustainable community-centric symbiotic ecosystem. We implemented an advanced computer vision program to recognize floating plastic, which is also able to distinguish floating plastic from marine creatures.