ANTWERP, Belgium—For centuries, goods flowing through the giant port here have enriched this elegant city, known for its diamonds, art and fashion.

Now a different import from across the Atlantic—cocaine—has unleashed a gusher of cash that officials say is swamping Antwerp with corruption, violence and economic distortion.