diff --git a/plinth/modules/i2p/tests/i2p.feature b/plinth/modules/i2p/tests/i2p.feature
deleted file mode 100644
index 8d53106cc..000000000
--- a/plinth/modules/i2p/tests/i2p.feature
+++ /dev/null
@@ -1,19 +0,0 @@
-# SPDX-License-Identifier: AGPL-3.0-or-later
-
-@apps @i2p
-Feature: I2P Anonymity Network
-  Manage I2P configuration.
-
-Background:
-  Given I'm a logged in user
-  Given the i2p application is installed
-
-Scenario: Enable i2p application
-  Given the i2p application is disabled
-  When I enable the i2p application
-  Then the i2p service should be running
-
-Scenario: Disable i2p application
-  Given the i2p application is enabled
-  When I disable the i2p application
-  Then the i2p service should not be running
diff --git a/plinth/modules/i2p/tests/test_functional.py b/plinth/modules/i2p/tests/test_functional.py
index 20926e817..cde14aa8d 100644
--- a/plinth/modules/i2p/tests/test_functional.py
+++ b/plinth/modules/i2p/tests/test_functional.py
@@ -3,6 +3,29 @@
 Functional, browser based tests for i2p app.
 """
 
-from pytest_bdd import scenarios
+import pytest
+from plinth.tests import functional
 
-scenarios('i2p.feature')
+pytestmark = [pytest.mark.apps, pytest.mark.i2p]
+
+
+@pytest.fixture(scope='module', autouse=True)
+def fixture_background(session_browser):
+    """Login and install the app."""
+    functional.login(session_browser)
+    functional.install(session_browser, 'i2p')
+    yield
+    functional.app_disable(session_browser, 'i2p')
+
+
+def test_enable_disable(session_browser):
+    """Test enabling the app."""
+    functional.app_disable(session_browser, 'i2p')
+
+    functional.app_enable(session_browser, 'i2p')
+    assert functional.service_is_running(session_browser, 'i2p')
+    assert functional.is_available(session_browser, 'i2p')
+
+    functional.app_disable(session_browser, 'i2p')
+    assert functional.service_is_not_running(session_browser, 'i2p')
+    assert not functional.is_available(session_browser, 'i2p')