diff --git a/swh/deposit/cli/__init__.py b/swh/deposit/cli/__init__.py
--- a/swh/deposit/cli/__init__.py
+++ b/swh/deposit/cli/__init__.py
@@ -6,18 +6,17 @@
 import click
 import logging
 
-from swh.core.cli import CONTEXT_SETTINGS
+from swh.core.cli import CONTEXT_SETTINGS, log_level_option
 
 logger = logging.getLogger(__name__)
 
 
 @click.group(context_settings=CONTEXT_SETTINGS)
+@log_level_option
 @click.pass_context
-def deposit(ctx):
+def deposit(ctx, log_level):
     """Deposit main command
     """
-    ctx.ensure_object(dict)
-    log_level = ctx.obj.get('log_level', logging.INFO)
     logger.setLevel(log_level)