diff --git a/.github/workflows/check-links.yml b/.github/workflows/check-links.yml
new file mode 100644
index 0000000..31006aa
--- /dev/null
+++ b/.github/workflows/check-links.yml
@@ -0,0 +1,17 @@
+name: Check Markdown links
+
+on:
+  push:
+  schedule:
+    - cron: "0 9 * * 0"
+
+jobs:
+  markdown-link-check:
+    runs-on: ubuntu-22.04
+    container: ghcr.io/tcort/markdown-link-check:stable
+    steps:
+      - uses: actions/checkout@v4
+      - name: Check links
+        run: |
+          ls -al
+          find . -name '*.md' -exec markdown-link-check '{}' --config mlc_config.json -v ';'
diff --git a/.github/workflows/gh-pages.yml b/.github/workflows/gh-pages.yml
index 8e83111..79658b1 100644
--- a/.github/workflows/gh-pages.yml
+++ b/.github/workflows/gh-pages.yml
@@ -12,16 +12,20 @@ jobs:
       group: ${{ github.workflow }}-${{ github.ref }}
     steps:
       - uses: actions/checkout@v4
+
       - name: Configure Git Credentials
         run: |
           git config user.name github-actions[bot]
           git config user.email github-actions[bot]@users.noreply.github.com
+
       - uses: actions/setup-python@v4
         with:
           python-version: 3.12
           cache: 'pip' # caching pip dependencies
+
       - name: Install Dependencies
         run: pip install -r requirements.txt
+
       - name: Deploy
         if: ${{ github.ref == 'refs/heads/main' }}
         run: mkdocs gh-deploy --strict --force
diff --git a/mlc_config.json b/mlc_config.json
new file mode 100644
index 0000000..e9cb584
--- /dev/null
+++ b/mlc_config.json
@@ -0,0 +1,7 @@
+{
+  "ignorePatterns": [
+    {
+      "pattern": "^http://localhost"
+    }
+  ]
+}