diff --git a/scripts/generate_docs_schemas.py b/scripts/generate_docs_schemas.py
index 4376b13f791..8507e429622 100644
--- a/scripts/generate_docs_schemas.py
+++ b/scripts/generate_docs_schemas.py
@@ -30,18 +30,17 @@ import os
 from datetime import datetime, timezone
 from pathlib import Path
 from typing import List
-
+import re
 import jsonschema2md
 
 SOURCES_ROOT = "openmetadata-spec/src/main/resources/json/schema"
-SINK_ROOT = "openmetadata-docs/content/v1.2.x"
+SINK_ROOT = "openmetadata-docs/content/v1.6.x"
 SCHEMAS_ROOT = SINK_ROOT + "/main-concepts/metadata-standard/schemas/"
 
 PARSER = jsonschema2md.Parser(
     examples_as_yaml=False,
     show_examples="all",
 )
-
 NOW = datetime.now(timezone.utc)
 
 
@@ -66,7 +65,6 @@ def to_tile(string: str) -> str:
 def write_md(new_file: Path, lines: List[str]) -> None:
     new_absolute = new_file.absolute()
     new_absolute.parent.mkdir(exist_ok=True, parents=True)
-
     with open(new_absolute, "w") as f:
         for line in lines:
             f.write(line)
@@ -74,12 +72,9 @@ def write_md(new_file: Path, lines: List[str]) -> None:
 
 def prepare_menu(new_file: Path, is_file: bool) -> None:
     slug = generate_slug(new_file, is_file)
-
     category_root = "- category: Main Concepts / Metadata Standard / Schemas / "
     category_suffix = str(new_file.parent).replace(SCHEMAS_ROOT, "")
-
     title = [to_tile(new_file.stem)] if is_file else []
-
     category_suffix_list = (
         list(map(lambda x: x.capitalize(), category_suffix.split("/"))) + title
     )
@@ -88,16 +83,41 @@ def prepare_menu(new_file: Path, is_file: bool) -> None:
     print(f"  url: {slug}")
 
 
+def generate_folder_content(directory: Path, slug: str) -> List[str]:
+    """
+    Generate default content for a folder (directory index).
+    """
+    folder_name = to_tile(directory.stem)
+    sub_items = list(directory.iterdir())
+    content = [f"# {folder_name}\n\n"]
+    content.append(f"This folder contains the following items:\n\n")   
+    for item in sub_items:
+        item_slug = item.stem.lower()
+        if item.is_dir():
+            content.append(f"- [**{to_tile(item.stem)}**]({slug}/{item_slug})\n")
+        else:
+            content.append(f"- [**{to_tile(item.stem)}**]({slug}/{item_slug})\n")    
+    return content
+
+
 def generate_header(new_file: Path, is_file: bool) -> List[str]:
     sep = "---\n"
     title = f"title: {new_file.stem}\n"
     slug = f"slug: {generate_slug(new_file, is_file)}\n"
     return [sep, title, slug, sep, "\n"]
 
-
 def generated_at() -> List[str]:
     return [f"\n\nDocumentation file automatically generated at {NOW}.\n"]
 
+def remove_a_tags(lines: List[str]) -> List[str]:
+    """
+    Remove <a> tags from the given lines of Markdown content.
+    """
+    cleaned_lines = []
+    for line in lines:
+        cleaned_line = re.sub(r'<a[^>]*>(.*?)</a>', r'\1', line)
+        cleaned_lines.append(cleaned_line)
+    return cleaned_lines
 
 def main() -> None:
     """
@@ -108,29 +128,30 @@ def main() -> None:
     """
 
     results = [(file, True) for file in Path(SOURCES_ROOT).rglob("*.json")]
-
     directories = [Path(x[0]) for x in os.walk(SOURCES_ROOT)]
-
     indexes = list((directory / "index.md", False) for directory in directories)
-
     all_elems = results + indexes
     all_elems.sort()
 
     for elem, is_file in all_elems:
-
         new_file = build_new_file(elem)
-
         if is_file:
             with open(elem.absolute()) as f:
                 md_lines = PARSER.parse_schema(json.load(f))
+                md_lines = remove_a_tags(md_lines)  # Remove <a> tags
         else:
             md_lines = [f"# {to_tile(elem.parent.stem)}"]
-
         all_lines = generate_header(new_file, is_file) + md_lines + generated_at()
         write_md(new_file, all_lines)
-
         prepare_menu(new_file, is_file)
 
+    for elem, is_file in indexes:
+        new_file = build_new_file(elem)
+        slug = generate_slug(new_file, is_file=False)
+        md_lines = generate_folder_content(elem.parent, slug)
+        all_lines = generate_header(new_file, is_file=False) + md_lines + generated_at()
+        write_md(new_file, all_lines)
+        prepare_menu(new_file, is_file=False)
 
 if __name__ == "__main__":
-    main()
+    main()
\ No newline at end of file