diff --git a/changelogs/fragments/skip_invalid_plugin.yml b/changelogs/fragments/skip_invalid_plugin.yml
new file mode 100644
index 00000000000..a850534f5c0
--- /dev/null
+++ b/changelogs/fragments/skip_invalid_plugin.yml
@@ -0,0 +1,2 @@
+bugfixes:
+    - skip invalid plugin after warning in loader
diff --git a/lib/ansible/plugins/loader.py b/lib/ansible/plugins/loader.py
index 73dcd12e368..1dfc3d3b14f 100644
--- a/lib/ansible/plugins/loader.py
+++ b/lib/ansible/plugins/loader.py
@@ -490,6 +490,7 @@ class PluginLoader:
                     module = self._load_module_source(name, path)
                 except Exception as e:
                     display.warning("Skipping plugin (%s) as it seems to be invalid: %s" % (path, to_text(e)))
+                    continue
                 self._module_cache[path] = module
                 found_in_cache = False