diff --git a/.drone.yml b/.drone.yml
index dfea98a59b0dcc2723638a57465c14e310353b24..fee6ce6f620ac84a8cd6218bb06f0e27829df050 100644
--- a/.drone.yml
+++ b/.drone.yml
@@ -794,7 +794,7 @@ steps:
     - bash tests/drone-run-integration-tests.sh || exit 0
     - ./occ maintenance:install --admin-pass=admin
     - cd build/integration
-    - ./run.sh federation_features/federated.feature
+    - ./run.sh federation_features/
 
 trigger:
   branch:
diff --git a/build/integration/features/bootstrap/FederationContext.php b/build/integration/features/bootstrap/FederationContext.php
index 41581110bdf27e7fb85508ff118a0d0ca47f4398..359d3226b302bd7c753beaaceaa57588795df650 100644
--- a/build/integration/features/bootstrap/FederationContext.php
+++ b/build/integration/features/bootstrap/FederationContext.php
@@ -37,6 +37,20 @@ require __DIR__ . '/../../vendor/autoload.php';
 class FederationContext implements Context, SnippetAcceptingContext {
 	use WebDav;
 	use AppConfiguration;
+	use CommandLine;
+
+	/**
+	 * @BeforeScenario
+	 */
+	public function cleanupRemoteStorages() {
+		// Ensure that dangling remote storages from previous tests will not
+		// interfere with the current scenario.
+		// The storages must be cleaned before each scenario; they can not be
+		// cleaned after each scenario, as this hook is executed before the hook
+		// that removes the users, so the shares would be still valid and thus
+		// the storages would not be dangling yet.
+		$this->runOcc(['sharing:cleanup-remote-storages']);
+	}
 
 	/**
 	 * @Given /^User "([^"]*)" from server "(LOCAL|REMOTE)" shares "([^"]*)" with user "([^"]*)" from server "(LOCAL|REMOTE)"$/
diff --git a/build/integration/federation_features/cleanup-remote-storage.feature b/build/integration/federation_features/cleanup-remote-storage.feature
new file mode 100644
index 0000000000000000000000000000000000000000..c782987cac08fe4565a29c4120b0ab121ba6e772
--- /dev/null
+++ b/build/integration/federation_features/cleanup-remote-storage.feature
@@ -0,0 +1,53 @@
+Feature: cleanup-remote-storage
+  Background:
+    Given using api version "1"
+
+  Scenario: cleanup remote storage with active storages
+    Given Using server "LOCAL"
+    And user "user0" exists
+    Given Using server "REMOTE"
+    And user "user1" exists
+    # Rename file so it has a unique name in the target server (as the target
+    # server may have its own /textfile0.txt" file)
+    And User "user1" copies file "/textfile0.txt" to "/remote-share.txt"
+    And User "user1" from server "REMOTE" shares "/remote-share.txt" with user "user0" from server "LOCAL"
+    And Using server "LOCAL"
+    # Accept and download the file to ensure that a storage is created for the
+    # federated share
+    And User "user0" from server "LOCAL" accepts last pending share
+    And As an "user0"
+    And Downloading file "/remote-share.txt"
+    And the HTTP status code should be "200"
+    When invoking occ with "sharing:cleanup-remote-storage"
+    Then the command was successful
+    And the command output contains the text "1 remote storage(s) need(s) to be checked"
+    And the command output contains the text "1 remote share(s) exist"
+    And the command output contains the text "no storages deleted"
+
+  Scenario: cleanup remote storage with inactive storages
+    Given Using server "LOCAL"
+    And user "user0" exists
+    Given Using server "REMOTE"
+    And user "user1" exists
+    # Rename file so it has a unique name in the target server (as the target
+    # server may have its own /textfile0.txt" file)
+    And User "user1" copies file "/textfile0.txt" to "/remote-share.txt"
+    And User "user1" from server "REMOTE" shares "/remote-share.txt" with user "user0" from server "LOCAL"
+    And Using server "LOCAL"
+    # Accept and download the file to ensure that a storage is created for the
+    # federated share
+    And User "user0" from server "LOCAL" accepts last pending share
+    And As an "user0"
+    And Downloading file "/remote-share.txt"
+    And the HTTP status code should be "200"
+    And Using server "REMOTE"
+    And As an "user1"
+    And Deleting last share
+    And the OCS status code should be "100"
+    And the HTTP status code should be "200"
+    When Using server "LOCAL"
+    And invoking occ with "sharing:cleanup-remote-storage"
+    Then the command was successful
+    And the command output contains the text "1 remote storage(s) need(s) to be checked"
+    And the command output contains the text "0 remote share(s) exist"
+    And the command output contains the text "deleted 1 storage"