What is the role of capacitors in DC circuits like motherboard, graphic card etc?
Capacitors in DC circuits have many roles, such as:


Decoupling - small reservoirs of power for rapid power responses
Noise suppression - reduce EMI by filtering it
Timing circuits - RC networks for clock signals, etc
and many, many more.