Decomposers play a crucial role in nutrient recycling by breaking down organic matter such as dead plants and animals into simpler nutrients like carbon, nitrogen, and phosphorus. These nutrients are then released back into the soil where they can be taken up by plants, starting the nutrient cycle anew. This process is essential for maintaining the health of ecosystems and ensuring that nutrients are continuously available for living organisms.