Herbicides are primarily used in agriculture to control and eliminate unwanted plants, commonly known as weeds, that compete with crops for resources like water, nutrients, and sunlight. By reducing weed competition, herbicides help ensure that crops receive the necessary inputs for optimal growth and productivity, leading to increased yields and improved crop quality.