Did some digging, here are some of the artworks that can be accessed through the source page:
Individual poster [970x1440]:
Morfonica background picture [3480x2846] [1024x1542]
Morfonica's theme? mp3
Morfonica resources if you want to make wallpaper similar to the character site:
Dark green Rui v1 v2 background
Orange Nanami v1 v2 background
Violet Mashiro v1 v2 background
Pink Tsukushi v1 v2 background
Red Toko v1 v2 background
Other images should be able to get directly from the website. For specific images, search the page source and its css style.