Spread about 1 1/2 teaspoon softened cream cheese over a slice of salami.
Put a Pepperoncini's slice down the middle of each salami slice.
Roll the salami so that the Pepperoncini's slice is in the middle.
Secure with toothpick.
Repeat with remaining ingredients.
The cream cheese will hold the salami roll closed.
Store in refrigerator until ready to serve.