From description on plugin github page you need to define plugin JAR file in the classpath of your build script.
So here is how it can be done:
buildscript {
repositories {
mavenCentral()
}
dependencies {
classpath 'com.google.appengine:gradle-appengine-plugin:1.9.3'
}
}
....