diff --git a/ansible_mitogen/plugins/action/__init__.py b/ansible_mitogen/plugins/action/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/ansible_mitogen/plugins/action/mitogen_get_stack.py b/ansible_mitogen/plugins/action/mitogen_get_stack.py
new file mode 100644
index 00000000..8e0b310c
--- /dev/null
+++ b/ansible_mitogen/plugins/action/mitogen_get_stack.py
@@ -0,0 +1,53 @@
+# Copyright 2017, David Wilson
+#
+# Redistribution and use in source and binary forms, with or without
+# modification, are permitted provided that the following conditions are met:
+#
+# 1. Redistributions of source code must retain the above copyright notice,
+# this list of conditions and the following disclaimer.
+#
+# 2. Redistributions in binary form must reproduce the above copyright notice,
+# this list of conditions and the following disclaimer in the documentation
+# and/or other materials provided with the distribution.
+#
+# 3. Neither the name of the copyright holder nor the names of its contributors
+# may be used to endorse or promote products derived from this software without
+# specific prior written permission.
+#
+# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+# AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
+# ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE
+# LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
+# CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
+# SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
+# INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
+# CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
+# ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
+# POSSIBILITY OF SUCH DAMAGE.
+
+from __future__ import absolute_import
+from __future__ import unicode_literals
+
+"""
+Fetch the connection configuration stack that would be used to connect to a
+target, without actually connecting to it.
+"""
+
+import ansible_mitogen.connection
+
+from ansible.plugins.action import ActionBase
+
+
+class ActionModule(ActionBase):
+    def run(self, tmp=None, task_vars=None):
+        if not isinstance(self._connection,
+                          ansible_mitogen.connection.Connection):
+            return {
+                'skipped': True,
+            }
+
+        return {
+            'changed': True,
+            'result': self._connection._build_stack(),
+        }
diff --git a/ansible_mitogen/strategy.py b/ansible_mitogen/strategy.py
index dd17f177..e82e6d58 100644
--- a/ansible_mitogen/strategy.py
+++ b/ansible_mitogen/strategy.py
@@ -174,15 +174,18 @@ class StrategyMixin(object):
         ansible_mitogen.loaders.action_loader.get = action_loader__get
         ansible_mitogen.loaders.connection_loader.get = connection_loader__get
 
-    def _add_connection_plugin_path(self):
+    def _add_plugin_paths(self):
         """
-        Add the mitogen connection plug-in directory to the ModuleLoader path,
-        avoiding the need for manual configuration.
+        Add the Mitogen plug-in directories to the ModuleLoader path, avoiding
+        the need for manual configuration.
         """
         base_dir = os.path.join(os.path.dirname(__file__), 'plugins')
         ansible_mitogen.loaders.connection_loader.add_directory(
             os.path.join(base_dir, 'connection')
         )
+        ansible_mitogen.loaders.action_loader.add_directory(
+            os.path.join(base_dir, 'action')
+        )
 
     def run(self, iterator, play_context, result=0):
         """
@@ -190,7 +193,7 @@ class StrategyMixin(object):
         the strategy's real run() method.
         """
         ansible_mitogen.process.MuxProcess.start()
-        self._add_connection_plugin_path()
+        self._add_plugin_paths()
         self._install_wrappers()
         try:
             return super(StrategyMixin, self).run(iterator, play_context)
diff --git a/tests/ansible/lib/action/mitogen_get_stack.py b/tests/ansible/lib/action/mitogen_get_stack.py
deleted file mode 100644
index f1b87f35..00000000
--- a/tests/ansible/lib/action/mitogen_get_stack.py
+++ /dev/null
@@ -1,22 +0,0 @@
-"""
-Fetch the connection configuration stack that would be used to connect to a
-target, without actually connecting to it.
-"""
-
-import ansible_mitogen.connection
-
-from ansible.plugins.action import ActionBase
-
-
-class ActionModule(ActionBase):
-    def run(self, tmp=None, task_vars=None):
-        if not isinstance(self._connection,
-                          ansible_mitogen.connection.Connection):
-            return {
-                'skipped': True,
-            }
-
-        return {
-            'changed': True,
-            'result': self._connection._build_stack(),
-        }
diff --git a/tests/ansible/lib/action/mitogen_get_stack.py b/tests/ansible/lib/action/mitogen_get_stack.py
new file mode 120000
index 00000000..f055f341
--- /dev/null
+++ b/tests/ansible/lib/action/mitogen_get_stack.py
@@ -0,0 +1 @@
+../../../../ansible_mitogen/plugins/action/mitogen_get_stack.py
\ No newline at end of file