Why IDEA showing "Unable to get Gradle home directory" when I use build.gradle.kts ?

Perhaps because your project config isn't correctly identifying the location of Gradle on your system, and you're not using the wrapper?

Location of Gradle correctly set. Even I can compile build project successfully

Looks like https://youtrack.jetbrains.com/issue/KT-35092

Yes