Techniques are provided for distributing event messages from a first service to additional services using a message store. One method comprises obtaining, by a first service, from a second service, messages associated with the second service, wherein the second service provides a given message, comprising information related to a given event associated with the second service, to the first service in response to an occurrence of the given event; and providing, by the first service, the messages to a message store, wherein each message is published on the message store, and wherein at least one additional service consumes one or more of the published messages on the message store. The message store may comprise a sequential message queue implemented using an event streaming platform. The plurality of messages may also be stored in a data store that supports access (e.g., query access) by the at least one additional service.