The present disclosure includes a system and method for a service recommendation service. A method for a service recommendation service includes determining one or more queries that do not expose additional data items stored in a data source of a participant in a collaborative information system than are exposed by queries already implemented on the participant's data source. Query services that are not authorized to involve the data source, but which use the determined one or more queries are identified. The identified query services are recommended to the participant.