Penicillin

Etymology
Penicillin: "paintbrush" (from latin penicillus, meaning "paintbrush")

Explanation
Penicillin is a beta-lactam antibiotic, which is produced by the fungus Penicillium notatus, which is shaped like a paintbrush (penicillus).