diff --git a/docker/README.rst b/docker/README.rst
--- a/docker/README.rst
+++ b/docker/README.rst
@@ -53,7 +53,7 @@
    -----------------------------------------------------------------------------------------------------------------------------------------------------------------------------
    docker_amqp_1                                    docker-entrypoint.sh rabbi ...   Up      15671/tcp, 0.0.0.0:5018->15672/tcp, 25672/tcp, 4369/tcp, 5671/tcp, 5672/tcp
    docker_flower_1                                  flower --broker=amqp://gue ...   Up      0.0.0.0:5555->5555/tcp
-   docker_kafka_1                                   start-kafka.sh                   Up      0.0.0.0:9092->9092/tcp
+   docker_kafka_1                                   start-kafka.sh                   Up      0.0.0.0:5092->5092/tcp
    docker_swh-deposit-db_1                          docker-entrypoint.sh postgres    Up      5432/tcp
    docker_swh-deposit_1                             /entrypoint.sh                   Up      0.0.0.0:5006->5006/tcp
    [...]
diff --git a/docker/docker-compose.yml b/docker/docker-compose.yml
--- a/docker/docker-compose.yml
+++ b/docker/docker-compose.yml
@@ -17,7 +17,7 @@
   kafka:
     image: wurstmeister/kafka
     ports:
-      - "9092:9092"
+      - "5092:5092"
     env_file: ./env/kafka.env
     environment:
       KAFKA_BROKER_ID: 1
@@ -31,6 +31,10 @@
         swh.journal.objects.skipped_content:16:1,
         swh.journal.objects.snapshot:16:1,
         swh.journal.indexed.origin_intrinsic_metadata:16:1
+      KAFKA_ADVERTISED_LISTENERS: PLAINTEXT://kafka:9092,PLAINTEXT_HOST://127.0.0.1:5092
+      KAFKA_LISTENERS: PLAINTEXT://:9092,PLAINTEXT_HOST://:5092
+      KAFKA_LISTENER_SECURITY_PROTOCOL_MAP: PLAINTEXT:PLAINTEXT,PLAINTEXT_HOST:PLAINTEXT
+      KAFKA_INTER_BROKER_LISTENER_NAME: PLAINTEXT
     depends_on:
       - zookeeper
     healthcheck: