diff --git a/.github/workflows/test-and-publish.yml b/.github/workflows/test-and-publish.yml
index 78ac954..38bb028 100644
--- a/.github/workflows/test-and-publish.yml
+++ b/.github/workflows/test-and-publish.yml
@@ -19,10 +19,13 @@ jobs:
           python-version: "${{ matrix.python-version }}"
       - name: Dependencies
         run: |
-          pip install wheel
+          pip install wheel setuptools rstcheck
       - name: Test
         run: |
           python setup.py test
+      - name: Test readme
+        run: |
+          rstcheck README.rst
       - name: Build a binary wheel and a source tarball
         run: |
           python setup.py sdist bdist_wheel
diff --git a/setup.py b/setup.py
index 6d9c55f..a37fb1e 100644
--- a/setup.py
+++ b/setup.py
@@ -32,6 +32,5 @@
       install_requires=['tlds'],
       include_package_data=True,
       zip_safe=True,
-      tests_require=['rstcheck'],
       test_suite='tests',
-      )
+)
diff --git a/tests/test_readme.py b/tests/test_readme.py
deleted file mode 100644
index 682462e..0000000
--- a/tests/test_readme.py
+++ /dev/null
@@ -1,12 +0,0 @@
-import os.path
-import unittest
-
-import rstcheck
-
-
-class TestReadmeClass(unittest.TestCase):
-    def test_readme(self):
-        path = os.path.join(os.path.dirname(__file__), '..', 'README.rst')
-        with open(path) as f:
-            results = list(rstcheck.check(f.read()))
-        self.assertEqual(results, [])