From the Apache website:
"Tomcat is the servlet container that is used in the official Reference Implementation for the Java Servlet and JavaServer Pages technologies. The Java Servlet and JavaServer Pages specifications are developed by Sun under the Java Community Process."
Simple description: Its a web server that runs servlets and JSP pages.
Available at Apache's Jakarta Project