Heat oil in a large saucepan over medium heat.dd onion and garlic. Cook, stirring frequently, until softened, 6 to 8 minutes.
Stir in paprika, dry mustard, chili powder and pepper. Cook, stirring, until fragrant, about 30 seconds.
Pour in tomato sauce, vinegar, Worcestershire, liquid smoke (if using), honey and hot sauce, stirring to scrape up any browned bits. Bring to a simmer.dd mussels and stir to combine. Return to a simmer. Cover, reduce heat and simmer until the mussels open, 6 to 8 minutes. Stir; discard any unopened mussels before serving.