CAIRO—The Arab League endorsed a call by Libya’s internationally backed government for fellow Arab states to directly arm its military as it faces a renewed assault by the extremist group Islamic State.

However, the 22-nation alliance did not pledge any immediate assistance.

“There is an urgent need to swiftly put into place an Arab strategy...