Explore details about location Chelsea Avenue. Chelsea Avenue is a location situated within the Kansas City alongside other areas such as West 23rd Street, Northwest View Crest Drive, West 28th Street. Additionally, some smaller parts of Chelsea Avenue include specific areas like Blue Parkway, Coal Mine Road, Denver Avenue adding to the diversity of its landscape.