Black cat,
You're right. In that structure
blue is called a predicate adjective. It describes the subject. When a noun is involved, it's called a predicate nominative.
- The sky is blue. <predicate adjective>
- He is a young man. <predictae nominative>
Predicate adjectives and predicate nominatives are called "subject complements". They follow linking verbs.