In a blender, combine tomato juice, lime juice, lemon juice, garlic, Old Bay, and horseradish, and blend until smooth. Season the mixture to taste with Worcestershire, salt and pepper.
Refrigerate the mixture in a nonreactive container for at least six hours, and up to three days, before serving.