Anchovy dips are served with tortilla chips or corn chips and are perfect for those who love anchovies. Anchovy dips contain other flavors that come from red onions or yellow onions and red peppers. The dips use some sour cream and lemon juice to give it a tangy flavor to compliment the taste of the anchovies. Fruits like avocados go well with anchovy dips too. Salt and pepper are usually used to season the dip according to taste.