diff --git a/.github/workflows/run_test.yaml b/.github/workflows/run_test.yaml
index a9195441..7f5aada3 100644
--- a/.github/workflows/run_test.yaml
+++ b/.github/workflows/run_test.yaml
@@ -33,11 +33,15 @@ jobs:
         run: |
           docker-compose -f docker-compose.yaml up -d
           sleep 45
-          pytest -s -v -k "not SSL"
+          pytest -s -v -k "not SSL" --cov=../nebula3 --cov-report=xml --cov-append
         working-directory: tests
       - name: Test SSL connection with pytest
         run: |
           enable_ssl=true docker-compose -f docker-compose-ssl.yaml up -d
           sleep 45
-          pytest -s -v -k "SSL"
+          pytest -s -v -k "SSL" --cov=../nebula3 --cov-report=xml --cov-append
         working-directory: tests
+      - name: Upload Coverage to Codecov
+        uses: codecov/codecov-action@v3
+        with:
+          files: ./tests/coverage.xml
diff --git a/codecov.yml b/codecov.yml
new file mode 100644
index 00000000..d76ac982
--- /dev/null
+++ b/codecov.yml
@@ -0,0 +1,6 @@
+ignore:
+  - "nebula3/common"
+  - "nebula3/fbthrift"
+  - "nebula3/meta"
+  - "nebula3/storage"
+  - "nebula3/graph"
diff --git a/requirements/dev.txt b/requirements/dev.txt
index 6913f850..48524486 100644
--- a/requirements/dev.txt
+++ b/requirements/dev.txt
@@ -34,6 +34,7 @@ wcwidth==0.2.5
     # via prettytable
 wheel==0.37.0
     # via pip-tools
+pytest-cov==4.0.0
 
 # The following packages are considered to be unsafe in a requirements file:
 # pip