diff --git a/docker/docker-compose.yml b/docker/docker-compose.yml
--- a/docker/docker-compose.yml
+++ b/docker/docker-compose.yml
@@ -93,6 +93,8 @@
     environment:
       SWH_CONFIG_FILENAME: /scheduler.yml
       SWH_SCHEDULER_CONFIG_FILE: /scheduler.yml
+      STATSD_HOST: prometheus-statsd-exporter
+      STATSD_PORT: 9125
     entrypoint: /entrypoint.sh
     depends_on:
       - swh-scheduler-db
@@ -111,6 +113,8 @@
     environment:
       SWH_CONFIG_FILENAME: /scheduler.yml
       SWH_SCHEDULER_CONFIG_FILE: /scheduler.yml
+      STATSD_HOST: prometheus-statsd-exporter
+      STATSD_PORT: 9125
     entrypoint: /entrypoint.sh
     command: start-listener
     depends_on:
@@ -129,6 +133,8 @@
     environment:
       SWH_CONFIG_FILENAME: /scheduler.yml
       SWH_SCHEDULER_CONFIG_FILE: /scheduler.yml
+      STATSD_HOST: prometheus-statsd-exporter
+      STATSD_PORT: 9125
     entrypoint: /entrypoint.sh
     command: start-runner -p 10
     depends_on:
@@ -162,6 +168,8 @@
     environment:
       SWH_CONFIG_FILENAME: /storage.yml
       STORAGE_BACKEND: postgresql
+      STATSD_HOST: prometheus-statsd-exporter
+      STATSD_PORT: 9125
     entrypoint: /entrypoint.sh
     volumes:
       - "./conf/storage.yml:/storage.yml:ro"
@@ -176,6 +184,8 @@
       - 5003:5003
     environment:
       SWH_CONFIG_FILENAME: /objstorage.yml
+      STATSD_HOST: prometheus-statsd-exporter
+      STATSD_PORT: 9125
     entrypoint: /entrypoint.sh
     volumes:
       - "./conf/objstorage.yml:/objstorage.yml:ro"
@@ -246,6 +256,8 @@
     environment:
       VERBOSITY: 3
       SWH_CONFIG_FILENAME: /deposit.yml
+      STATSD_HOST: prometheus-statsd-exporter
+      STATSD_PORT: 9125
       DJANGO_SETTINGS_MODULE: swh.deposit.settings.production
     env_file:
       - ./env/deposit-db.env
@@ -269,6 +281,8 @@
       - ./env/vault-db.env
     environment:
       SWH_CONFIG_FILENAME: /vault.yml
+      STATSD_HOST: prometheus-statsd-exporter
+      STATSD_PORT: 9125
     command: server
     ports:
       - 5005:5005
@@ -288,6 +302,8 @@
     command: worker
     environment:
       SWH_CONFIG_FILENAME: /cooker.yml
+      STATSD_HOST: prometheus-statsd-exporter
+      STATSD_PORT: 9125
     depends_on:
       - swh-vault
       - swh-storage