Is your server Windows or Linux based? Are you programming in PHP or something else (asp?).

If you are using PHP, go the MySQL route. It's easier to coordinate with PHP (considering PHP has built in funtions for MySQL). If you are programming in ASP, use MS SQL Server.

That basically sums it up for you. If you are just doing small projects, MySQL is definately the way to go.