$ sudo apt-get update
$ sudo apt-get install esptool 

esptool is installed in your system.

Make ensure the esptool package were installed using the commands given below,

$ sudo dpkg-query -l | grep esptool *

You will get with esptool package name, version, architecture and description in a table

esptool package basic information: