Place the squash on a hard surface. Using a sharp knife, carefully cut the squash in half. Scoop out the seeds and membranes from the squash cavities.
Lightly spray the surface of the squash with olive oil. Divide the butter and maple syrup evenly between the two squash cavities. Sprinkle with salt and pepper.
Bake for one hour until the squash is fork-tender.