Website
Yes, there is one. http://packages.ubuntu.com
You can search for packages for all supported versions of Ubuntu.
For example, to quickly search for the package gimp, you can go to http://packages.ubuntu.com/gimp
Directly using apt
Alternatively, you can search from the package in apt itself.
apt search something shows all packages which has something in its name and description.
apt show exact-packagename-of-something shows all details (description, dependencies, recommended packages, name of the packager) of the package.
Manual pages
As mentioned in the comment by @codlord, you can go to http://manpages.ubuntu.com/ to search for manual pages (user guides) for any package.