diff --git a/.gitignore b/.gitignore
--- a/.gitignore
+++ b/.gitignore
@@ -7,3 +7,4 @@
 .tox
 docker/*.override.yml
 docker/tests/*.logs
+*~
diff --git a/docker/conf/winery.yml b/docker/conf/winery.yml
new file mode 100644
--- /dev/null
+++ b/docker/conf/winery.yml
@@ -0,0 +1,7 @@
+objstorage:
+  cls: winery
+  base_dsn: postgresql://postgres:testpassword@swh-winery-db
+  shard_dsn: postgresql://postgres:testpassword@swh-winery-db
+  shard_max_size: 10485760
+
+client_max_size: 1073741824
diff --git a/docker/docker-compose.yml b/docker/docker-compose.yml
--- a/docker/docker-compose.yml
+++ b/docker/docker-compose.yml
@@ -243,6 +243,30 @@
       - "./conf/storage.yml:/storage.yml:ro"
       - "./services/swh-storage/entrypoint.sh:/entrypoint.sh:ro"
 
+  # Winery object storage
+
+  swh-winery-db:
+    image: postgres:13
+    env_file:
+      - ./env/common_python.env
+      - ./env/winery-db.env
+
+  swh-winery:
+    build: ./
+    image: swh/stack
+    ports:
+      - 5012:5012
+    depends_on:
+      - swh-winery-db
+    env_file:
+      - ./env/common_python.env
+    environment:
+      SWH_CONFIG_FILENAME: /winery.yml
+    entrypoint: /entrypoint.sh
+    volumes:
+      - "./conf/winery.yml:/winery.yml:ro"
+      - "./services/swh-winery/entrypoint.sh:/entrypoint.sh:ro"
+
   # Object storage
 
   swh-objstorage:
diff --git a/docker/env/winery-db.env b/docker/env/winery-db.env
new file mode 100644
--- /dev/null
+++ b/docker/env/winery-db.env
@@ -0,0 +1,2 @@
+POSTGRES_PASSWORD=testpassword
+POSTGRES_DB=sharedbase
diff --git a/docker/services/swh-winery/entrypoint.sh b/docker/services/swh-winery/entrypoint.sh
new file mode 100755
--- /dev/null
+++ b/docker/services/swh-winery/entrypoint.sh
@@ -0,0 +1,25 @@
+#!/bin/bash
+
+set -e
+
+source /srv/softwareheritage/utils/pyutils.sh
+setup_pip
+
+echo Installed Python packages:
+pip list
+
+if [ "$1" = 'shell' ] ; then
+    exec bash -i
+else
+    echo Starting the swh-winery API server
+  exec gunicorn --bind 0.0.0.0:5012 \
+       --worker-class aiohttp.worker.GunicornWebWorker \
+       --log-level DEBUG \
+       --threads 4 \
+       --workers 2 \
+       --reload \
+       --timeout 3600 \
+       --config 'python:swh.core.api.gunicorn_config' \
+       'swh.objstorage.api.server:make_app_from_configfile()'
+
+fi