diff --git a/docker-compose.yml b/docker-compose.yml
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -6,11 +6,10 @@
     image: rabbitmq:3.6-management
     ports:
       - 5072:5672
-      - 5073:15672
 
   flower:
     image: mher/flower
-    command: --broker=amqp://guest:guest@amqp:5672//
+    command: --broker=amqp://guest:guest@amqp:5672// --url_prefix=flower
     ports:
       - 5055:5555
     depends_on:
@@ -27,6 +26,22 @@
     depends_on:
       - zookeeper
 
+  nginx:
+    image: nginx
+    volumes:
+      - "./nginx.conf:/etc/nginx/nginx.conf:ro"
+    ports:
+      - 5080:80
+    depends_on:
+      - amqp
+      - flower
+      - swh-web
+      - swh-deposit
+      - swh-scheduler-api
+      - swh-storage
+      - swh-objstorage
+      - swh-idx-storage
+
 # Scheduler
 
   swh-scheduler-db:
diff --git a/nginx.conf b/nginx.conf
new file mode 100644
--- /dev/null
+++ b/nginx.conf
@@ -0,0 +1,56 @@
+worker_processes  1;
+
+events {
+  worker_connections 1024;
+}
+
+http {
+  include            mime.types;
+  default_type       application/octet-stream;
+  sendfile           on;
+  keepalive_timeout  65;
+
+  server {
+    rewrite ^/(flower|rabbitmq)[^/]$ /$1/ permanent;
+    location /flower/ {
+      rewrite ^/flower/(.*)$ /$1 break;
+      proxy_pass http://flower:5555;
+      proxy_set_header X-Real-IP $remote_addr;
+      proxy_set_header Host $host;
+      proxy_redirect off;
+      proxy_http_version 1.1;
+      proxy_set_header Upgrade $http_upgrade;
+      proxy_set_header Connection "upgrade";
+      }
+    location /rabbitmq/ {
+      rewrite ^/rabbitmq/(.*)$ /$1 break;
+      proxy_pass http://amqp:15672/;
+    }
+    location /scheduler {
+      rewrite ^/scheduler/(.*)$ /$1 break;
+      proxy_pass http://swh-scheduler-api:5008;
+    }
+    location /storage {
+      rewrite ^/storage/(.*)$ /$1 break;
+      proxy_pass http://swh-storage:5002;
+    }
+    location /indexer-storage {
+      rewrite ^/indexer-storage/(.*)$ /$1 break;
+      proxy_pass http://swh-idx-storage:5007;
+    }
+    location /deposit {
+      rewrite ^/deposit/(.*)$ /$1 break;
+      proxy_pass http://swh-deposit:5006;
+      proxy_set_header X-Real-IP $remote_addr;
+      proxy_set_header Host $host;
+      proxy_redirect off;
+    }
+    location /objstorage {
+      rewrite ^/objstorage/(.*)$ /$1 break;
+      proxy_pass http://swh-objstorage:5003;
+    }
+    location / {
+      proxy_pass http://swh-web:5004;
+    }
+  }
+}