It's not, strictly speaking. I can buy OTC anesthetics myself; lidocaine is in many sunburn creams, for example, and I can apply them to somebody without a medical license.

However, the anesthetics which are used during major surgery are (as far as I know, all) controlled substances, on account of their narcotic properties.