KANSAS CITY, Mo.—The tab is mounting for this Midwestern city on a bet it made during the real-estate boom on an $850 million entertainment district meant to breathe new life into its struggling downtown.

While the eight-block restaurant, nightclub and retail complex named the Power & Light District is mostly complete, traffic and sales are well below initial projections when construction started in 2006.

Such...