Featured Image Caption makes it simple to show a caption with the featured image of a post or page. It works seamlessly with most themes, with no coding required. If you like to mess about in the code, it supports that too.
featured-image-caption
directory to your site's plugins
directory.Plugins
menu in WordPress.Settings
> Featured Image Caption
.All plugin documentation can be found on the wiki.