$ sudo apt-get update
$ sudo apt-get install node-gyp 

node-gyp is installed in your system.

Make ensure the node-gyp package were installed using the commands given below,

$ sudo dpkg-query -l | grep node-gyp *

You will get with node-gyp package name, version, architecture and description in a table

node-gyp package basic information: