Systems and methods for message format communication among resource-constrained devices are generally described. In some examples, a first message sent by an edge computing device may be received. A determination may be made that the first message comprises a first data format identifier. A determination may be made that the first message comprises a first data format patch. A determination may be made that the first data format identifier was previously stored in a data structure in association with a first data format. In various examples, the first data format may be modified using the first data format patch to generate a first modified data format. The first modified data format may be stored in the data structure in association with the first data format identifier. In some examples, a payload of the first message may be read using the first modified data format.