diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml
index dd97bf4..96abc3b 100644
--- a/.github/workflows/test.yaml
+++ b/.github/workflows/test.yaml
@@ -25,7 +25,7 @@ jobs:
           python -m pip install --upgrade pip
           pip install flake8 pytest hypothesis
           if [ -f requirements.txt ]; then pip install -r requirements.txt; fi
-          pip install coveralls
+          pip install coverage
 #      - name: Lint with flake8
 #        run: |
           # stop the build if there are Python syntax errors or undefined names
@@ -41,3 +41,20 @@ jobs:
       - name: Coverage report
         run: |
           coverage report
+          coverage lcov
+      - name: Upload coverage to Coveralls
+        uses: coverallsapp/github-action@v2
+        with:
+          file: coverage.lcov
+          flag-name: python-${{ matrix.python-version }}
+          parallel: true
+
+  coverage:
+    needs: build
+    if: ${{ always() }}
+    runs-on: ubuntu-latest
+    steps:
+      - name: Finish Coveralls build
+        uses: coverallsapp/github-action@v2
+        with:
+          parallel-finished: true
diff --git a/.gitignore b/.gitignore
index 0998c1b..912dd5c 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,6 +1,7 @@
 *.pyc
 build
 .coverage
+coverage.lcov
 dist
 *.egg-info/
 doc/_build
diff --git a/README.md b/README.md
index 964b0fa..db67db2 100644
--- a/README.md
+++ b/README.md
@@ -4,7 +4,7 @@ python-json-patch
 [![PyPI version](https://img.shields.io/pypi/v/jsonpatch.svg)](https://pypi.org/project/jsonpatch//)
 [![Supported Python versions](https://img.shields.io/pypi/pyversions/jsonpatch.svg)](https://pypi.org/project/jsonpatch//)
 [![Build Status](https://github.com/stefankoegl/python-json-patch/actions/workflows/test.yaml/badge.svg?branch=master)](https://github.com/stefankoegl/python-json-patch/actions/workflows/test.yaml)
-[![Coverage Status](https://coveralls.io/repos/stefankoegl/python-json-patch/badge.png?branch=master)](https://coveralls.io/r/stefankoegl/python-json-patch?branch=master)
+[![Coverage Status](https://coveralls.io/repos/github/stefankoegl/python-json-patch/badge.svg?branch=master)](https://coveralls.io/github/stefankoegl/python-json-patch?branch=master)
 
 Applying JSON Patches in Python
 -------------------------------
@@ -19,7 +19,7 @@ See source code for examples
 * Documentation: https://python-json-patch.readthedocs.org/
 * PyPI: https://pypi.org/project/jsonpatch/
 * CI: https://github.com/stefankoegl/python-json-patch/actions
-* Coveralls: https://coveralls.io/r/stefankoegl/python-json-patch
+* Coveralls: https://coveralls.io/github/stefankoegl/python-json-patch
 
 Running external tests
 ----------------------
diff --git a/setup.py b/setup.py
index f78ad1f..edf2dca 100644
--- a/setup.py
+++ b/setup.py
@@ -65,7 +65,7 @@
           'Documentation': "https://python-json-patch.readthedocs.org/",
           'PyPI': 'https://pypi.org/pypi/jsonpatch',
           'Tests': 'https://github.com/stefankoegl/python-json-patch/actions',
-          'Test Coverage': 'https://coveralls.io/r/stefankoegl/python-json-patch',
+          'Test Coverage': 'https://coveralls.io/github/stefankoegl/python-json-patch',
       },
       install_requires=REQUIREMENTS,
 )