We listed these here even they are wisdom and sayings rather than parables and stories.

Confucianism is not a religion, however it includes spiritual philosophy. It is a Chinese ethical and philosophical system developed from the teachings of the Chinese philosopher Confucius. The core of Confucianism is humanism, the belief that human beings are teachable, improvable and perfectible through personal and communal endeavour especially including self-cultivation and self-creation.
No texts are demonstrably authored by Confucius, and the ideas most closely associated with him were elaborated in writings that accumulated over the 2 centuries after his death. These include Analects (Lun Lu).

A few quotes, See links below for more.

• It does not matter how slowly you go so long as you do not stop.
• Our greatest glory is not in never falling, but in getting up every time we do.
• The superior man is modest in his speech, but exceeds in his actions.
• What you do not want done to yourself, do not do to others.
• Be not ashamed of mistakes and thus make them crimes.
• Everything has its beauty but not everyone sees it.
• I hear and I forget. I see and I remember. I do and I understand.