Applications in Linux

Hello I have managed to get my 486 running with a KDE. I sympathise with John McCabe; where do you find these thousands of applications AND do they have installation programs? I'm actually quite fond of setup.exe and install.exe! Can I just mount the CD in KDE and double click on an application or, indeed, a file to run/open it? Regards Peter Rutherford, Worthing