A swimming pool cleaning system for removing stains and deposits on the bottom and walls of a swimming pool. The cleaning system includes a cleaning tool having an elongated handle pivotally secured to a tool head, wherein the tool head dispenses a cleaning solution for removing stains and deposits. The tool head may also include an absorbent or sponge-like material thereon and one or more scrapers to help remove deposits. The tool head is in fluid communication with a container in which a cleaning solution can be stored. The container includes a pump thereon for allowing the user to selectively deliver the cleaning solution to the cleaning tool. Thus, the cleaning system allows a user to more easily remove stains and deposits from the walls and bottom of a pool.