Here are two ways to make a shortcut to quickly start the Remote Config program.
While the Remote Config instance is running, you can pin the program to your task bar, creating a short cut.
From the launch page you can drag the direct link onto your desktop.

With either of these shortcuts you can start a Remote Config instance with one click; no need to visit the launch page.