I have LOTS more, and you will find many on your own - choose books with fun language and active words, as the kids are getting "summer fever" and want to move more these days!
When you read a book the first time with your children (always read through by yourself first, if possible), take your time and make the most of interesting words and rhymes, etc. Before you read, tell your children that you want to read it all the way through, and then allow time after to revisit each page to ask questions or notice things in the pictures. Reading should be an interactive experience, but doesn't have to take away from the rhythm and rhyme of the story! Picture books always invite many questions that NEED answers, but, by doing it this way, you still have the pleasure of reading the book as the author wrote it :) AND still having all questions and observations be a part of the experience.
When you are ready to make a craft, a simple CRAB will be fun to assemble! All you need is a small paper plate, some red construction paper, two googly eyes and a chenille stick or some yarn. Make a template using the pictures here to make claws and arms - you will need two of each per child.