It should be brought in your application /lib
directory by Maven, as a dependency, when you build its package.
For the latest version of the AMQP transport, use:
<dependency>
<groupId>org.mule.transports</groupId>
<artifactId>mule-transport-amqp</artifactId>
<version>3.4.0</version>
</dependency>