Servlets allow for server-side Java programs that produce web page output. They run within a Java Virtual Machine on the server similarly to CGI programs but are threaded unlike CGI for better performance. Servlets can maintain session state through cookies or URL rewriting to pass a session ID back and forth. The example servlet demonstrates getting, setting, and removing attributes from the HTTP session to track user data across requests.