Driving to the venues is not recommended. At most locations, street parking is nearly impossible, and limited to 2 hours.
There is a parking garage at the National Cathedral @$4.00 per hour, and large parking lots at National Presbyterian Church and at the Basilica of the National Shrine of the Immaculate Conception.