Minecraft wiki entry for Achievement_guide, associated text: Alternatively, you can craft and use a fishing rod. Cast your rod into a water body, then right-click so the "bait" lands into the water, and wait till it comes closer to the rod and right-click again when you hear a splash sound. The fish will fly towards you and probably will be picked up by you too.