Take Cormen book, remove all proofs and replace formality with intuitive explanations. What you will get is an easy to read book with an index of all basic algorithms that is good to know.
I cannot remember when I enjoyed so much to read "Manual".
This is an excellent book to refresh the memory with many basic algorithms and their related applications.
