I need to setup a web server and a database server on EC2. It should be easy to migrate to another service provider later.
Currently, I have a web server and a database
So running a virtual machine, on another virtual machine probably isn't the best. But if you want to install Vagrant on Amazon Linux you can do:
wget https://releases.hashicorp.com/vagrant/2.2.4/vagrant_2.2.4_x86_64.rpm
sudo rpm -ivh vagrant_2.2.4_x86_64.rpm
The RPM is the Centos version from the downloads page here: https://www.vagrantup.com/downloads.html
But then you cannot install virtualbox to run a VM. So it doesn't actually work anyways.