What is the app which let user to find by finding application and files with key combinations?
Spotlight is a part of OS X. The default keyboard shortcut is, I think, Command-Space for the Spotlight menu entry and Option-Command-Space for the Spotlight field in a Finder window. (Clarified after Chris' answer.)

There is also a third party application named Quicksilver.