If you want to start your own Free Proxy Server you need few things. First of all, it is the Free Proxy Script which is very important. Next is web hosting and a name for your site. Here, I am listing few Free Proxy Script providers.
Glype Proxy
Proxy Builder
Zelune
You can get free proxy script from these sites and can create your own Free Proxy Site.