After restarting the integration server, Kafka is getting disabled

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Also not sure what is your use case of using Kafka with IS as it is still not officially certified. If anything related to Kafka JMS. Then please check the KB article Kafka JMS How-to using Confluent JMS client

Thanks,
Sree