diff --git a/.github/workflows/continuous-integration.yml b/.github/workflows/continuous-integration.yml
index 3f39277ab..bb51c0ae7 100644
--- a/.github/workflows/continuous-integration.yml
+++ b/.github/workflows/continuous-integration.yml
@@ -157,7 +157,7 @@ jobs:
 
       - name: Install project
         run: |
-          python -m pip install .
+          python -m pip install .[test]
           python -m pip freeze
 
       - name: Test Pyccel optimization flags
@@ -174,7 +174,13 @@ jobs:
         run: |
           export PSYDAC_MESH_DIR=$GITHUB_WORKSPACE/mesh
           export OMP_NUM_THREADS=2
-          python -m pytest -n auto --cov psydac.api --pyargs psydac -m "not parallel and not petsc"
+          python -m pytest -n auto --cov psydac --cov-report xml:coverage.xml --pyargs psydac -m "not parallel and not petsc"
+
+      - name: Run Codacy coverage reporter
+        uses: codacy/codacy-coverage-reporter-action@v1.3.0
+        with:
+          project-token: ${{ secrets.CODACY_PROJECT_TOKEN }}
+          coverage-reports: coverage.xml
 
       - name: Run MPI tests with Pytest
         working-directory: ./pytest
@@ -197,12 +203,6 @@ jobs:
           export OMP_NUM_THREADS=2
           python mpi_tester.py --mpirun="mpiexec -n 4 ${MPI_OPTS}" --pyargs psydac -m "parallel and petsc"
 
-      - name: Upload coverage reports to Codecov
-        uses: codecov/codecov-action@v4.0.1
-        with:
-          token: ${{ secrets.CODECOV_TOKEN }}
-          slug: kvrigor/psydac
-
       - name: Remove test directory
         if: ${{ always() }}
         run: |
diff --git a/pyproject.toml b/pyproject.toml
index 05d7a5a23..364d2c0ed 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -54,6 +54,11 @@ dependencies = [
     'igakit @ https://github.com/dalcinl/igakit/archive/refs/heads/master.zip'
 ]
 
+[project.optional-dependencies]
+test = [
+    "pytest-cov >= 5.0.0",
+]
+
 [project.urls]
 Homepage      = "https://github.com/pyccel/psydac"
 Documentation = "https://pyccel.github.io/psydac"