Sauté shallots in the olive oil until transparent.
Add the anchovies and crush with a fork.
Dissolve cornstarch in the stock and add to the shallots and anchovies.
Add the capers and chopped parsley, and cook for a few minutes, stirring with a wooden spoon.
Serve hot in a tureen alongside potatoes, meats and other foods.