Error: connect ECONNREFUSED 127.0.0.1:3306

Am I supposed to install and run a separate MySQL? I was assuming it comes together in the whole strapi package? I went through the CLI installation and entered my desired username “root” and password as blank. So I thought it’s creating a db for me.