(Anethum foeniculum), Fennel Seed is the oval, green or yellowish brown dried fruit of Foeniculum vulgare, a member of the parsley family. The Romans called this native Mediterranean plant foeniculum, meaning fragrant hay. It thus has a similar name to fenugreek, but the two are quite different.