diff --git a/.github/workflows/main.yaml b/.github/workflows/main.yaml
new file mode 100644
index 000000000..12822e635
--- /dev/null
+++ b/.github/workflows/main.yaml
@@ -0,0 +1,51 @@
+name: Test IM-Dashboard
+
+on:
+  push:
+    branches: ["master"]
+  pull_request:
+    branches: ["master"]
+
+jobs:
+  test:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Check out the codebase.
+        uses: actions/checkout@v4
+
+      - name: Set up Python 3.
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.10'
+
+      - name: Install dependencies
+        run: python -m pip install pycodestyle
+
+      - name: Check code style
+        run: pycodestyle --max-line-length=120 --ignore=E402,W504 . --exclude=doc
+
+      - name: Install dependencies
+        run: |
+          sed -i -e 's|mysqlclient.*|PyMySQL|g' requirements.txt
+          pip install -r requirements.txt
+          pip install pymongo coverage nose mock
+
+      - name: Prepare environment
+        run: |
+          cp app/config-sample.json app/config.json
+          mkdir tosca-templates
+          wget -P tosca-templates https://raw.githubusercontent.com/grycap/tosca/main/templates/simple-node-disk.yml
+          sed -i -e 's|/opt|'${GITHUB_WORKSPACE}'|g' app/config.json
+          sed -i -e 's|creds.db|tmp/creds.db|g' app/config.json
+
+      - name: Unit tests
+        run: python -m coverage run --source=. -m unittest discover -s app/tests -p 'test*.py'
+
+      - name: Generate XML coverage report
+        run: python -m coverage xml
+
+      - name: Report coverage
+        uses: codacy/codacy-coverage-reporter-action@v1
+        with:
+            project-token: ${{ secrets.CODACY_PROJECT_TOKEN }}
+            coverage-reports: coverage.xml
\ No newline at end of file
diff --git a/README.md b/README.md
index dc10dea43..ee7b24fec 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 # IM-Dashboard
 
-[![Build Status](https://jenkins.i3m.upv.es/buildStatus/icon?job=grycap/im-dashboard-unit/)](https://jenkins.i3m.upv.es/job/grycap/job/im-dashboard-unit//)
+[![Tests](https://github.com/grycap/im-dashboard/actions/workflows/main.yaml/badge.svg)](https://github.com/grycap/im-dashboard/actions/workflows/main.yaml)
 [![Codacy Badge](https://app.codacy.com/project/badge/Grade/c985310233c34f0aa6699cc9b167fba0)](https://www.codacy.com/gh/grycap/im-dashboard/dashboard?utm_source=github.com&utm_medium=referral&utm_content=grycap/im-dashboard&utm_campaign=Badge_Grade)
 [![Codacy Badge](https://app.codacy.com/project/badge/Coverage/c985310233c34f0aa6699cc9b167fba0)](https://www.codacy.com/gh/grycap/im-dashboard/dashboard?utm_source=github.com&utm_medium=referral&utm_content=grycap/im-dashboard&utm_campaign=Badge_Coverage)
 [![License](https://img.shields.io/badge/license-GPL%20v3.0-brightgreen.svg)](LICENSE)