Top St. Louis officials met with local African-American clergy Thursday afternoon seeking to calm tensions a day after police shot and killed a black 18-year-old who officers said had pulled a gun on them.

Mayor Francis Slay and St. Louis Metropolitan Police Chief Sam Dotson urged clergy leaders to help prevent a repeat of Wednesday’s protests and violence in the shooting’s wake.

Mr....