Cut peppers and onions into two-inch pieces. Place in a bowl with garlic cloves. Toss with just enough oil to coat, salt, and pepper. Spread on parchment-lined cookie sheets.

Bake at 400 degrees Fahrenheit for 20 to 25 minutes until vegetables are soft. Let cool.

Puree in food processor with remaining oil as needed. Check for seasoning.