$ sudo apt-get update
$ sudo apt-get install gnupg-agent 

gnupg-agent is installed in your system.

Make ensure the gnupg-agent package were installed using the commands given below,

$ sudo dpkg-query -l | grep gnupg-agent *

You will get with gnupg-agent package name, version, architecture and description in a table

gnupg-agent package basic information: