diff --git a/releasenotes/notes/deprecate-spice-rdp-console-config-f2af173552axfb72.yaml b/releasenotes/notes/deprecate-spice-rdp-console-config-f2af173552axfb72.yaml
new file mode 100644
index 0000000000..58b161fd9f
--- /dev/null
+++ b/releasenotes/notes/deprecate-spice-rdp-console-config-f2af173552axfb72.yaml
@@ -0,0 +1,6 @@
+---
+deprecations:
+  - |
+    The config options ``CONF.compute.spice_console`` and ``CONF.compute.rdp_console``
+    are deprecated because test cases using them are removed.
+    We can add them back when adding the test cases again.
diff --git a/tempest/config.py b/tempest/config.py
index d67d3e0b69..a13eaa720b 100644
--- a/tempest/config.py
+++ b/tempest/config.py
@@ -492,11 +492,19 @@ ComputeFeaturesGroup = [
     cfg.BoolOpt('spice_console',
                 default=False,
                 help='Enable Spice console. This configuration value should '
-                     'be same as nova.conf: spice.enabled'),
+                     'be same as nova.conf: spice.enabled',
+                deprecated_for_removal=True,
+                deprecated_reason="This config option is not being used "
+                                  "in Tempest, we can add it back when "
+                                  "adding the test cases."),
     cfg.BoolOpt('rdp_console',
                 default=False,
                 help='Enable RDP console. This configuration value should '
-                     'be same as nova.conf: rdp.enabled'),
+                     'be same as nova.conf: rdp.enabled',
+                deprecated_for_removal=True,
+                deprecated_reason="This config option is not being used "
+                                  "in Tempest, we can add it back when "
+                                  "adding the test cases."),
     cfg.BoolOpt('serial_console',
                 default=False,
                 help='Enable serial console. This configuration value '