Drain anchovy fillets; cut each in half.
Stuff each olive with half an anchovy fillet.
Place in serving bowl.
Combine olive oil, garlic, and parsley; pour over olives.
Chill several hours.
Bring to room temperature before serving.
Garnish with cherry tomatoes and green peppers.
Provide cocktail picks for guests to spear these.