Short answer: yes, you need a web server.

Longer answer: well, no, you could write something else that duplicated much of the functionality of a web server that could act as the bridge between HTML files and Perl scripts... but why would you want to do that?

Using Apache with Microsoft Windows

Updated: ++ikegami -- I didn't think of PerlScript.