For cutting felt padding we always used a slotted blade carpet knife available where carpet installation tools are sold.
WATCH IT !
You can cut a finger to the bone before you feel the incision. Extremely sharp.
Felt dulls the blade quickly, change the blade every 5' or so. Cutting against a steel straight edge is best, the steel edge primary purpose is to hold the felt steady & in place.