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/hunspell-mr.fmf b/plans/hunspell-mr.fmf
new file mode 100644
index 0000000..c1627f9
--- /dev/null
+++ b/plans/hunspell-mr.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..615ac49
--- /dev/null
+++ b/tests/main.fmf
@@ -0,0 +1,6 @@
+test: ./run_tests.sh
+duration: 10m
+framework: beakerlib
+require:
+  - python3-enchant
+  - hunspell-mr
diff --git a/tests/run_tests.sh b/tests/run_tests.sh
new file mode 100755
index 0000000..09008d9
--- /dev/null
+++ b/tests/run_tests.sh
@@ -0,0 +1,24 @@
+#!/bin/bash
+# vim: dict+=/usr/share/beakerlib/dictionary.vim cpt=.,w,b,u,t,i,k
+. /usr/share/beakerlib/beakerlib.sh || exit 1
+
+DIC_AVAIL=$(pwd)/test_dic_availability.py
+DIC_SUGGEST=$(pwd)/test_suggest_words.py
+
+rlJournalStart
+    rlPhaseStartSetup
+        rlRun "tmp=\$(mktemp -d)" 0 "Create tmp directory"
+        rlRun "pushd $tmp"
+    rlPhaseEnd
+
+    rlPhaseStartTest
+        rlRun "python3 $DIC_AVAIL"
+        rlRun "python3 $DIC_SUGGEST"
+    rlPhaseEnd
+
+    rlPhaseStartCleanup
+        rlRun "popd"
+        rlRun "rm -r $tmp" 0 "Remove tmp directory"
+    rlPhaseEnd
+rlJournalEnd
+
diff --git a/tests/scripts/run_tests.sh b/tests/scripts/run_tests.sh
deleted file mode 100644
index 80d965a..0000000
--- a/tests/scripts/run_tests.sh
+++ /dev/null
@@ -1,4 +0,0 @@
-#!/bin/bash
-
-python3 test_suggest_words.py
-python3 test_dic_availability.py
diff --git a/tests/scripts/test_dic_availability.py b/tests/test_dic_availability.py
similarity index 100%
rename from tests/scripts/test_dic_availability.py
rename to tests/test_dic_availability.py
diff --git a/tests/scripts/test_suggest_words.py b/tests/test_suggest_words.py
similarity index 100%
rename from tests/scripts/test_suggest_words.py
rename to tests/test_suggest_words.py
diff --git a/tests/tests.yml b/tests/tests.yml
deleted file mode 100644
index 5ffb74a..0000000
--- a/tests/tests.yml
+++ /dev/null
@@ -1,11 +0,0 @@
-- hosts: localhost
-  roles:
-    - role: standard-test-basic
-      required_packages:
-      - python3-enchant
-      tags:
-        - classic
-      tests:
-        - sample:
-            dir: scripts/
-            run: ./run_tests.sh