In large saucepan, stir together zucchini, dill, crab meat, shallots, and 3 1/2 cups water over medium-high heat. Bring mixture to a boil. Reduce to a simmer, cover, and let cook, stirring occasionally, until vegetables are very soft, about 15 minutes. Remove saucepan from stove and let mixture cool for 5 minutes.