diff --git a/lib/stormpy/dft/__init__.py b/lib/stormpy/dft/__init__.py
index 0cd0541..9006444 100644
--- a/lib/stormpy/dft/__init__.py
+++ b/lib/stormpy/dft/__init__.py
@@ -1,6 +1,6 @@
 from . import _config
 
-if not _config.has_storm_dft:
+if not _config.storm_with_dft:
     raise ImportError("No support for DFTs was built in Storm.")
 
 from . import dft
diff --git a/lib/stormpy/pars/__init__.py b/lib/stormpy/pars/__init__.py
index f178522..8ea02d4 100644
--- a/lib/stormpy/pars/__init__.py
+++ b/lib/stormpy/pars/__init__.py
@@ -1,6 +1,6 @@
 from . import _config
 
-if not _config.has_storm_pars:
+if not _config.storm_with_pars:
     raise ImportError("No support for parametric analysis was built in Storm.")
 
 from . import pars
diff --git a/setup.py b/setup.py
index 72e2cb5..9a4f148 100755
--- a/setup.py
+++ b/setup.py
@@ -127,6 +127,9 @@ class CMakeBuild(build_ext):
                     f.write("FactorizedPolynomial = pycarl.{}.FactorizedPolynomial\n".format(rfpackage))
                     f.write("RationalFunction = pycarl.{}.RationalFunction\n".format(rfpackage))
                     f.write("FactorizedRationalFunction = pycarl.{}.FactorizedRationalFunction\n".format(rfpackage))
+                    f.write("\n")
+                    f.write("storm_with_pars = {}\n".format(self.conf.HAVE_STORM_PARS))
+                    f.write("storm_with_dft = {}\n".format(self.conf.HAVE_STORM_DFT))
 
             elif ext.name == "info":
                 with open(os.path.join(self.extdir(ext.name), ext.subdir, "_config.py"), "w") as f:
@@ -137,14 +140,14 @@ class CMakeBuild(build_ext):
             elif ext.name == "pars":
                 with open(os.path.join(self.extdir(ext.name), ext.subdir, "_config.py"), "w") as f:
                     f.write("# Generated from setup.py at {}\n".format(datetime.datetime.now()))
-                    f.write("has_storm_pars = {}".format(self.conf.HAVE_STORM_PARS))
+                    f.write("storm_with_pars = {}".format(self.conf.HAVE_STORM_PARS))
                 if not self.conf.HAVE_STORM_PARS:
                     print("WARNING: storm-pars not found. No support for parametric analysis will be built.")
                     continue
             elif ext.name == "dft":
                 with open(os.path.join(self.extdir(ext.name), ext.subdir, "_config.py"), "w") as f:
                     f.write("# Generated from setup.py at {}\n".format(datetime.datetime.now()))
-                    f.write("has_storm_dft = {}".format(self.conf.HAVE_STORM_DFT))
+                    f.write("storm_with_dft = {}".format(self.conf.HAVE_STORM_DFT))
                 if not self.conf.HAVE_STORM_DFT:
                     print("WARNING: storm-dft not found. No support for DFTs will be built.")
                     continue
diff --git a/tests/configurations.py b/tests/configurations.py
new file mode 100644
index 0000000..6dc681f
--- /dev/null
+++ b/tests/configurations.py
@@ -0,0 +1,10 @@
+import pytest
+
+import stormpy._config as config
+
+# Skip not supported functionality
+has_dft = config.storm_with_dft
+has_pars = config.storm_with_pars
+
+dft = pytest.mark.skipif(not has_dft, reason="No support for DFTs")
+pars = pytest.mark.skipif(not has_pars, reason="No support for parametric model checking")
diff --git a/tests/dft/conftest.py b/tests/dft/conftest.py
new file mode 100644
index 0000000..cdbde3a
--- /dev/null
+++ b/tests/dft/conftest.py
@@ -0,0 +1,4 @@
+from configurations import has_dft
+
+if has_dft:
+    import stormpy.dft
diff --git a/tests/dft/test_build.py b/tests/dft/test_build.py
index 338f0be..e09bc66 100644
--- a/tests/dft/test_build.py
+++ b/tests/dft/test_build.py
@@ -3,19 +3,12 @@ import stormpy.logic
 from helpers.helper import get_example_path
 
 import math
+from configurations import dft
 
 
+@dft
 class TestBuild:
-    def test_import(self):
-        import stormpy.dft
-
     def test_build_dft(self):
-        try:
-            import stormpy.dft
-        except ImportError:
-            # No support for DFTs
-            return
-
         model = stormpy.dft.build_sparse_model_from_json_dft(get_example_path("dft", "and.json"))
         formulas = stormpy.parse_properties("T=? [ F \"failed\" ]")
         assert model.nr_states == 4
diff --git a/tests/pars/conftest.py b/tests/pars/conftest.py
new file mode 100644
index 0000000..81110b0
--- /dev/null
+++ b/tests/pars/conftest.py
@@ -0,0 +1,4 @@
+from configurations import has_pars
+
+if has_pars:
+    import stormpy.pars
diff --git a/tests/pars/test_model_instantiator.py b/tests/pars/test_model_instantiator.py
index 4ac38f5..cebc399 100644
--- a/tests/pars/test_model_instantiator.py
+++ b/tests/pars/test_model_instantiator.py
@@ -1,9 +1,11 @@
 import stormpy
 import stormpy.logic
-import stormpy.pars
 from helpers.helper import get_example_path
 
+from configurations import pars
 
+
+@pars
 class TestModelInstantiator:
     def test_instantiate_dtmc(self):
         program = stormpy.parse_prism_program(get_example_path("pdtmc", "brp16_2.pm"))
diff --git a/tests/pars/test_parametric.py b/tests/pars/test_parametric.py
index dd221ef..9b7a41d 100644
--- a/tests/pars/test_parametric.py
+++ b/tests/pars/test_parametric.py
@@ -3,8 +3,13 @@ import stormpy.info
 import stormpy.logic
 from helpers.helper import get_example_path
 
+from configurations import pars
 
+
+@pars
 class TestParametric:
+    import stormpy.pars
+
     def test_constraints_collector(self):
         from pycarl.formula import FormulaType, Relation
         if stormpy.info.storm_ratfunc_use_cln():
diff --git a/tests/pars/test_pla.py b/tests/pars/test_pla.py
index 7f1a86e..4c3a255 100644
--- a/tests/pars/test_pla.py
+++ b/tests/pars/test_pla.py
@@ -1,11 +1,14 @@
 import stormpy
 import stormpy.logic
-import stormpy.pars
 from helpers.helper import get_example_path
 
+from configurations import pars
 
+
+@pars
 class TestPLA:
     def test_pla(self):
+        import stormpy.pars
         program = stormpy.parse_prism_program(get_example_path("pdtmc", "brp16_2.pm"))
         prop = "P<=0.84 [F s=5 ]"
         formulas = stormpy.parse_properties_for_prism_program(prop, program)