diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index c29174b8..75ff44ce 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -49,3 +49,13 @@ jobs:
       - name: Tests
         run: |
           pytest
+
+      - name: Test with coverage
+        if: ${{ startsWith(matrix.os, 'ubuntu') && matrix.python-version == '3.9' }}
+        run: |
+          pip install -e .
+          pip install coverage
+          CFLAGS="--coverage -O0" python setup.py -q build_ext --inplace -f
+          coverage run -m pytest
+          ./scripts/coverage.sh
+          bash <(curl -s https://codecov.io/bash) -X gcov
diff --git a/scripts/coverage.sh b/scripts/coverage.sh
old mode 100644
new mode 100755