The organ primarily responsible for detoxifying the blood is the liver. It processes nutrients, produces bile for fat digestion, and filters out toxins, drugs, and harmful substances from the bloodstream. The liver converts these substances into less harmful forms, which can be excreted by the kidneys or through bile into the digestive tract. This crucial function helps maintain overall body homeostasis and prevents the accumulation of toxins in the body.