Place the cream cheese, sour cream, and mayonnaise in a medium bowl and beat with a hand mixer until completely smooth. Alternately, use a stand mixer to mix well.
Stir in scallions, parsley, dill, salt, and pepper until combined. Chill until ready to serve.