diff --git a/flit/install.py b/flit/install.py
index cdcd03f1..d7f006dc 100644
--- a/flit/install.py
+++ b/flit/install.py
@@ -343,6 +343,8 @@ def install_directly(self):
 
         scripts = self.ini_info.entrypoints.get('console_scripts', {})
         self.install_scripts(scripts, dirs['scripts'])
+        gui_scripts = self.ini_info.entrypoints.get('gui_scripts', {})
+        self.install_scripts(gui_scripts, dirs['scripts'])
 
         self.install_data_dir(dirs['data'])
 
diff --git a/tests/samples/entrypoints_valid/pyproject.toml b/tests/samples/entrypoints_valid/pyproject.toml
index c2f64fb2..4aad5c6f 100644
--- a/tests/samples/entrypoints_valid/pyproject.toml
+++ b/tests/samples/entrypoints_valid/pyproject.toml
@@ -14,3 +14,6 @@ pkg_script = "package1:main"
 
 [project.entry-points.myplugins]
 package1 = "package1:main"
+
+[project.gui-scripts]
+pkg_gui = "package1:main"
diff --git a/tests/test_install.py b/tests/test_install.py
index 0ade0456..ade4da25 100644
--- a/tests/test_install.py
+++ b/tests/test_install.py
@@ -223,6 +223,15 @@ def test_dist_name(self):
         assert_isdir(self.tmpdir / 'site-packages' / 'package1')
         assert_isdir(self.tmpdir / 'site-packages' / 'package_dist1-0.1.dist-info')
 
+    def test_install_gui_scripts_pth(self):
+        Installer.from_ini_path(
+            samples_dir / 'entrypoints_valid' / 'pyproject.toml', pth=True
+        ).install_directly()
+        assert_isfile(self.tmpdir / 'scripts' / 'pkg_script')
+        assert_isfile(self.tmpdir / 'scripts' / 'pkg_gui')
+        with (self.tmpdir / 'scripts' / 'pkg_gui').open() as f:
+            assert f.readline().strip() == "#!" + sys.executable
+
     def test_entry_points(self):
         Installer.from_ini_path(samples_dir / 'entrypoints_valid' / 'pyproject.toml').install_directly()
         assert_isfile(self.tmpdir / 'site-packages' / 'package1-0.1.dist-info' / 'entry_points.txt')