MySQL Workbench – Connect to a Localhost

Sounds like you only installed the MySQL Client Tools (MySQL Workbench). You have to install the MySQL Database server, configure and start it.

http://dev.mysql.com/downloads/

You probably want the MySQL Community Server download.