Here is the website with directions/address:
http://www.riparks.com/colt.htm
Also, all parking areas are within view of the road passing through the park. Last time the first few guys who got thee congregated around the entrance, and then found a suitable lot that all could go to.
Its a beautiful place with a nice view of the water.