Rinse, stem, and pit the cherries. Place in a saucepan with the sugar and water. Stir to combine and bring to a boil. Cook over medium heat, stirring from time to time, until the cherries start to soften, about 10 minutes. Puree the mixture in a food processor. Force through a fine mesh strainer and discard the solids.