diff --git a/.fmf/version b/.fmf/version
new file mode 100644
index 0000000..d00491f
--- /dev/null
+++ b/.fmf/version
@@ -0,0 +1 @@
+1
diff --git a/plans/basic.fmf b/plans/basic.fmf
new file mode 100644
index 0000000..c1627f9
--- /dev/null
+++ b/plans/basic.fmf
@@ -0,0 +1,5 @@
+summary: Basic smoke test
+discover:
+    how: fmf
+execute:
+    how: tmt
diff --git a/tests/main.fmf b/tests/main.fmf
new file mode 100644
index 0000000..9b4094d
--- /dev/null
+++ b/tests/main.fmf
@@ -0,0 +1,6 @@
+require:
+- libvoikko
+- voikko-tools
+- python3-libvoikko
+test: python3 test_libvoikko.py -v
+framework: shell
diff --git a/tests/test_libvoikko.py b/tests/test_libvoikko.py
new file mode 100644
index 0000000..1f1a0cc
--- /dev/null
+++ b/tests/test_libvoikko.py
@@ -0,0 +1,49 @@
+import unittest
+import sys
+import subprocess
+import libvoikko
+
+class TestLibvoikko(unittest.TestCase):
+
+    def test_dummy(self):
+        self.assertEqual(True, True)
+
+    @unittest.expectedFailure
+    def test_expected_failure(self):
+        self.assertEqual(False, True)
+
+    def test_spell(self):
+        voikko = libvoikko.Voikko('fi')
+        self.assertEqual(voikko.spell('kissa'), True)
+        self.assertEqual(voikko.spell('kisssa'), False)
+
+    def test_suggest(self):
+        voikko = libvoikko.Voikko('fi')
+        self.assertEqual(
+            voikko.suggest('kisssa'),
+            ['kissa', 'kissaa', 'kisassa', 'kisussa', 'Kiassa'])
+
+    def test_voikkospell(self):
+        cp  = subprocess.run(['echo kissa | voikkospell'], encoding='UTF-8', text=True, shell=True, capture_output=True)
+        self.assertEqual(cp.stdout, 'C: kissa\n')
+        self.assertEqual(cp.stderr, '')
+        self.assertEqual(cp.returncode, 0)
+        cp  = subprocess.run(['echo kisssa | voikkospell'], encoding='UTF-8', text=True, shell=True, capture_output=True)
+        self.assertEqual(cp.stdout, 'W: kisssa\n')
+        self.assertEqual(cp.stderr, '')
+        self.assertEqual(cp.returncode, 0)
+
+    def test_voikkohyphenate(self):
+        cp  = subprocess.run(['echo kissa | voikkohyphenate'], encoding='UTF-8', text=True, shell=True, capture_output=True)
+        self.assertEqual(cp.stdout, 'kis-sa\n')
+        self.assertEqual(cp.stderr, '')
+        self.assertEqual(cp.returncode, 0)
+
+    def test_voikkogc_tokenize(self):
+        cp  = subprocess.run(['echo "kissa." | voikkogc --tokenize'], encoding='UTF-8', text=True, shell=True, capture_output=True)
+        self.assertEqual(cp.stdout, 'W: "kissa"\nP: "."\n')
+        self.assertEqual(cp.stderr, '')
+        self.assertEqual(cp.returncode, 0)
+
+if __name__ == "__main__":
+    unittest.main()