Pre-heat the oven to 400°F; place a rack in a shallow baking pan.
Put eggs in a pot and cover with water; bring to a boil.
Once the water is boiling, remove the pot from heat and cover; let sit for 10 - 12 minutes or until yolks are done to firmness desired.
Remove the eggs from the water; let cool until they are cool enough to handle; peel the shell off the eggs.
In a medium bowl, mix sausage, chili powder, smoked paprika, chives, salt and pepper until well combined.
Divide sausage mixture into 6 equal portions.
Flatten each sausage section and mold it around the cooked egg; place the sausage wrapped egg on a baking pan; repeat with remaining sausage portions and eggs.
Place the cup of breadcrumbs on a large plate.
In a bowl, whisk an egg with the mustard and water. Roll each wrapped egg in the breadcrumbs.
Then, dip the wrapped eggs in the beaten egg mixture.
Roll in the breadcrumbs again; place on the prepared baking pan.
Place in the pre-heated oven; bake for 35 minutes or until sausage is completely cooked and slightly browned on top; turn once during the baking process.
Remove from the oven; cut into halves lengthwise; serve hot with the creamy mustard sauce.