To clean anchovies: With a sharp paring knife pull off the head and connected guts. The best way to do this is to gently tug at the head from the top (spine) side down toward the belly of the little fish. The innards will come off all together. Hold the fish under running water and use your index finger to scoop out any remaining viscera. Drain the fish in a colander.