diff --git a/.github/scripts/find_unuset_markdown_files.py b/.github/scripts/find_unuset_markdown_files.py
new file mode 100644
index 000000000..8eb363f88
--- /dev/null
+++ b/.github/scripts/find_unuset_markdown_files.py
@@ -0,0 +1,128 @@
+import os
+import sys
+from collections import defaultdict
+
+# Define the directories and their language labels
+DOCS_DIRS = {
+    "de": os.path.join("docs", "de"),
+    "en": os.path.join("docs", "en"),
+}
+
+
+def find_markdown_files(base_dirs):
+    """Recursively find all markdown files in given directories."""
+    md_files = []
+    for lang, base_dir in base_dirs.items():
+        if not os.path.exists(base_dir):
+            print(
+                f"⚠️ Warning: Directory '{base_dir}' [{lang}] does not exist. Skipping."
+            )
+            continue
+        for root, dirs, files in os.walk(base_dir):
+            for file in files:
+                if file.endswith(".md"):
+                    md_files.append((lang, os.path.join(root, file)))
+    return md_files
+
+
+def is_file_effectively_empty(md_file):
+    """Check if a markdown file contains no meaningful content besides optional front matter."""
+    with open(md_file, "r", encoding="utf-8") as f:
+        lines = f.readlines()
+
+    content_lines = []
+    in_front_matter = False
+    front_matter_handled = False
+
+    for line in lines:
+        stripped = line.strip()
+        if not front_matter_handled:
+            if stripped == "---":
+                if not in_front_matter:
+                    in_front_matter = True
+                    continue
+                else:
+                    in_front_matter = False
+                    front_matter_handled = True
+                    continue
+        if in_front_matter:
+            continue
+        content_lines.append(stripped)
+
+    # Remove empty lines
+    meaningful_content = [line for line in content_lines if line]
+
+    return len(meaningful_content) == 0
+
+
+def validate_empty_markdown_files(md_files):
+    """Identify effectively empty markdown files (only front matter or nothing)."""
+    issues = []
+    stats = defaultdict(lambda: {"files": 0, "empty": 0})
+
+    for lang, md_file in md_files:
+        stats[lang]["files"] += 1
+        if is_file_effectively_empty(md_file):
+            rel_path = os.path.relpath(md_file, start=DOCS_DIRS[lang]).replace(
+                "\\", "/"
+            )
+            issues.append(
+                (lang, rel_path, "Markdown file is empty or contains only front matter")
+            )
+            stats[lang]["empty"] += 1
+
+    return issues, stats
+
+
+def print_summary(stats):
+    print("\n📊 Breakdown by language:\n")
+
+    total_files = 0
+    total_empty = 0
+
+    for lang, data in stats.items():
+        files = data["files"]
+        empty = data["empty"]
+
+        total_files += files
+        total_empty += empty
+
+        empty_pct = (empty / files * 100) if files else 0.0
+
+        print(f"[{lang}]")
+        print(f"  📄 Files scanned: {files}")
+        print(f"  ❌ Empty files: {empty} ({empty_pct:.1f}%)\n")
+
+    if total_files > 0:
+        total_empty_pct = total_empty / total_files * 100
+
+        print("📈 Overall file emptiness rate:")
+        print(f"  ❌ Empty files: {total_empty} ({total_empty_pct:.1f}%)\n")
+
+
+if __name__ == "__main__":
+    print(
+        "🔍 Scanning markdown files for empty or front matter-only files in: "
+        + ", ".join([f"{lang} ({dir})" for lang, dir in DOCS_DIRS.items()])
+    )
+
+    md_files = find_markdown_files(DOCS_DIRS)
+    if not md_files:
+        print("⚠️ No Markdown files found in specified directories.")
+        sys.exit(0)
+
+    issues, stats = validate_empty_markdown_files(md_files)
+
+    print_summary(stats)
+
+    print("\n🔎 Validation Results:")
+
+    if issues:
+        print("\n❌ Empty markdown files found:")
+        for lang, md_path, description in issues:
+            print(f"  [{lang}] Empty file '{md_path}' ({description})")
+        print(f"\n❌ Validation failed: {len(issues)} empty markdown file(s) found.\n")
+        sys.exit(1)
+    else:
+        print("\n✅ Validation successful: no empty markdown files found.\n")
+        sys.exit(0)
diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index 795a5530d..bc46858c8 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -38,6 +38,9 @@ jobs:
     - name: Validate image links in Markdown
       run: python .github/scripts/validate_images.py
 
+    - name: Find unused local Markdown files
+      run: python .github/scripts/find_unuset_markdown_files.py
+
     - name: Build English Documentation
       run: mkdocs build -f config/en/mkdocs.yml