It is easy to think of capacitors as open circuits at DC and short circuits ... protection so you often see multiple values used in parallel to respond to different frequencies.

Tuned circuits are cheap and easy to produce ... One of the capacitors may sometimes have a small variable capacitor in parallel, allowing very small frequency adjustments to be made to correct ...