I'd recommend ubuntu server edition. I've used it for a variety of reasons on more machines than I can count. Since you want a webserver, just install LAMP when you're installing ubuntu so everything is setup for you. Then all you have to do is put your web files in /var/www and you're good to go. Hope that helps