Regardless of the many tried and failed attempts to remove pain from surgical procedures, the credit, and nature of discovery go to Horace Wells. Anesthesia is a treatment using drugs called anesthetics. These drugs keep you from feeling pain during medical procedures. The inventor of anesthesia was... Sign in to see full entry.