the /usr/bin/krunner
executable is owned by the plasma-workspace
package. It has a lot of dependencies. So yeah, you basically need a huge chunk of kde/plasma to run it.
A pretty similar Qt-based launcher utility (not quite so good in some areas, possibly better in some) is called albert, if you don't want to use plasma anymore.