Weebly has quite powerful and simple to use tools to build galleries, slideshows and thumbnails. Examples are below. Clicking on a thumbnail will take you to the larger slide show.
One thing I particular like about these is they resize to be suitable for either a desktops or a mobile. I have tested them on my iPhone 5 and iPad 3.