In a mini food processor, blend the pepperoncini, brine, olive oil, and several grindings of black pepper until smooth and emulsified; it will still have texture.
Taste and add salt if necessary.
Blend in the mayonnaise, a teaspoon at a time, up to 3 teaspoons.
