diff --git a/.github/workflows/megaservice-test.yml b/.github/workflows/megaservice-test.yml
index f6f2a14c4..ea056041d 100644
--- a/.github/workflows/megaservice-test.yml
+++ b/.github/workflows/megaservice-test.yml
@@ -15,6 +15,9 @@ on:
       - tests/cores/**
   workflow_dispatch:
 
+permissions:
+  pull-requests: write
+
 # If there is a new commit, the previous jobs will be canceled
 concurrency:
   group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
@@ -61,11 +64,9 @@ jobs:
           docker exec ${{ env.CONTAINER_NAME }} \
           bash -c "bash /GenAIComps/.github/workflows/scripts/test_ut.sh ${{ env.TEST_NAME }}"
 
-      #      - name: Run Workflow
-      #        env:
-      #          HF_TOKEN: ${{ secrets.HF_TOKEN }}
-      #        run: |
-      #          xxx
+      - uses: codecov/codecov-action@v4
+        with:
+          token: ${{ secrets.CODECOV_TOKEN }}
 
       - name: Publish pipeline artifact
         if: ${{ !cancelled() }}
diff --git a/.github/workflows/scripts/test_ut.sh b/.github/workflows/scripts/test_ut.sh
index 887e996cd..8952cc3c5 100644
--- a/.github/workflows/scripts/test_ut.sh
+++ b/.github/workflows/scripts/test_ut.sh
@@ -14,7 +14,7 @@ if [ $test_name = 'mega' ]; then
     cd cores
     find . -name "*.yaml" -exec sh -c 'x="{}"; cp $x ./' \;
     comps_path=$(python -c 'import comps; print(comps.__path__[0])')
-    find . -name "test*.py" | sed "s,\.\/,python -m pytest --cov=\"${comps_path}\" --cov-append -vs --disable-warnings ,g" > run.sh
+    find . -name "test*.py" | sed "s,\.\/,python -m pytest --cov=\"${comps_path}\" --cov-report term --cov-report xml:coverage.xml --cov-append -vs --disable-warnings ,g" > run.sh
     bash run.sh 2>&1 | tee ${ut_log_name}
 else
     echo "run other test"
diff --git a/codecov.yml b/codecov.yml
new file mode 100644
index 000000000..3a2cda813
--- /dev/null
+++ b/codecov.yml
@@ -0,0 +1,11 @@
+# Copyright (C) 2024 Intel Corporation
+# SPDX-License-Identifier: Apache-2.0
+
+coverage:
+  status:
+    project:
+      default:
+        informational: true
+    patch:
+      default:
+        informational: true