1 can tiny shrimp
1 (8 oz.) cream cheese, softened
1/4 c. mayonnaise
1/4 tsp. Worcestershire sauce
4 tbsp. ketchup
1 tsp. grated onion
1 tsp. horseradish (optional)

Combine ingredients in small bowl. Use electric mixer to mix thoroughly. Serve with chips.