Combine the cilantro, pumpkin seeds, cheese, japaleno, salt, and pepper in a food processor. Finely chop, using on/off turns. With the machine running, slowly add the oil and process until incorporated. Taste and adjust the seasoning. (Can be made 1 week ahead. Place in a covered container and refrigerate.)