diff --git a/.github/workflows/scripts/create_pre_commit_docs.py b/.github/workflows/scripts/create_pre_commit_docs.py
new file mode 100755
index 0000000000..e33dc7c95c
--- /dev/null
+++ b/.github/workflows/scripts/create_pre_commit_docs.py
@@ -0,0 +1,112 @@
+#!/usr/bin/env python3
+
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+
+import yaml
+
+
+def generate_pre_commit_table(yaml_path):
+    """
+    Generates a Markdown table from a pre-commit-config.yaml file.
+    """
+    try:
+        with open(yaml_path) as f:
+            config = yaml.safe_load(f)
+    except FileNotFoundError:
+        return f"Error: The file '{yaml_path}' was not found."
+    except yaml.YAMLError as e:
+        return f"Error parsing YAML file: {e}"
+
+    table_header = "| Hook ID | Language | Description | Version |\n"
+    table_separator = "|---|---|---|---|\n"
+    table_rows = []
+
+    for repo in config.get("repos", []):
+        version = repo.get("rev", "N/A")
+        url = repo.get("repo", "N/A")
+        for hook in repo.get("hooks", []):
+            hook_id = hook.get("id", "N/A")
+            language = hook.get("language", "N/A")
+            description = hook.get("description", "N/A")
+            if description == "N/A":
+                description = hook.get("name", "N/A")
+            # args = ", ".join(hook.get("args", [])) if hook.get("args") else "N/A"
+
+            if url not in ["local", "meta"]:
+                entry = f"[{hook_id}]({url})"
+            else:
+                entry = f"{hook_id}"
+
+            table_rows.append(f"| {entry} | {language} | {description} | {version} |\n")
+
+    return table_header + table_separator + "".join(table_rows)
+
+
+def create_markdown_file(target_file_path, content_to_append):
+    """
+    Creates a Markdown file with the content.
+    """
+    try:
+        with open(target_file_path, "w+") as f:
+            f.seek(0)
+            f.write(
+                """<!--
+ Licensed to the Apache Software Foundation (ASF) under one
+ or more contributor license agreements.  See the NOTICE file
+ distributed with this work for additional information
+ regarding copyright ownership.  The ASF licenses this file
+ to you under the Apache License, Version 2.0 (the
+ "License"); you may not use this file except in compliance
+ with the License.  You may obtain a copy of the License at
+
+   http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing,
+ software distributed under the License is distributed on an
+ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ KIND, either express or implied.  See the License for the
+ specific language governing permissions and limitations
+ under the License.
+ -->
+
+# pre-commit hook documentation
+
+ """
+            )
+            f.write(content_to_append)
+        return f"File content successfully created at '{target_file_path}'."
+    except OSError as e:
+        return f"Error creating file: {e}"
+
+
+if __name__ == "__main__":
+
+    pre_commit_yaml_path = (
+        ".pre-commit-config.yaml"  # Assuming this file is in the same directory
+    )
+    output_markdown_path = "pre-commit-hooks.md"
+
+    # Generate the Markdown table
+    markdown_table = generate_pre_commit_table(pre_commit_yaml_path)
+
+    # Add the table to the target Markdown file
+    if "Error" not in markdown_table:
+        result = create_markdown_file(output_markdown_path, markdown_table)
+        print(result)
+    else:
+        print(markdown_table)
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index d4af1628e7..0bc27f4a4d 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -42,6 +42,14 @@ repos:
         files: ^README\.md$
   - repo: local
     hooks:
+      - id: create-pre-commit-docs
+        name: create pre-commit docs
+        description: creates a Markdown file with information on the pre-commit hooks
+        entry: .github/workflows/scripts/create_pre_commit_docs.py
+        language: python
+        additional_dependencies:
+          - pyyaml
+        require_serial: true
       - id: prettier
         name: run prettier
         description: format files with prettier
diff --git a/pre-commit-hooks.md b/pre-commit-hooks.md
new file mode 100644
index 0000000000..94f1e678e2
--- /dev/null
+++ b/pre-commit-hooks.md
@@ -0,0 +1,84 @@
+<!--
+ Licensed to the Apache Software Foundation (ASF) under one
+ or more contributor license agreements.  See the NOTICE file
+ distributed with this work for additional information
+ regarding copyright ownership.  The ASF licenses this file
+ to you under the Apache License, Version 2.0 (the
+ "License"); you may not use this file except in compliance
+ with the License.  You may obtain a copy of the License at
+
+   http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing,
+ software distributed under the License is distributed on an
+ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ KIND, either express or implied.  See the License for the
+ specific language governing permissions and limitations
+ under the License.
+ -->
+
+# pre-commit hook documentation
+
+ | Hook ID | Language | Description | Version |
+|---|---|---|---|
+| identity | N/A | check you have set your git identity | N/A |
+| check-hooks-apply | N/A | check that all the hooks apply to the repository | N/A |
+| [doctoc](https://github.com/thlorenz/doctoc.git) | N/A | automatically keeps your table of contents up to date | v2.2.0 |
+| create-pre-commit-docs | python | creates a Markdown file with information on the pre-commit hooks | N/A |
+| prettier | node | format files with prettier | N/A |
+| maven-spotless-apply | system | automatically formats Java and Scala code using mvn spotless:apply. | N/A |
+| check-zip-file-is-not-committed | fail | Zip files are not allowed in the repository | N/A |
+| check-makefiles-tabs | system | ensures that Makefiles are indented with tabs | N/A |
+| [chmod](https://github.com/Lucas-C/pre-commit-hooks) | N/A | manual hook to be run by macOS or Linux users for a full repository clean up | v1.5.5 |
+| [insert-license](https://github.com/Lucas-C/pre-commit-hooks) | N/A | add license for all Batch files | v1.5.5 |
+| [insert-license](https://github.com/Lucas-C/pre-commit-hooks) | N/A | automatically adds a licence header to all C files that don't have a license header | v1.5.5 |
+| [insert-license](https://github.com/Lucas-C/pre-commit-hooks) | N/A | automatically adds a licence header to all header files that don't have a license header | v1.5.5 |
+| [insert-license](https://github.com/Lucas-C/pre-commit-hooks) | N/A | automatically adds a licence header to all Java files that don't have a license header | v1.5.5 |
+| [insert-license](https://github.com/Lucas-C/pre-commit-hooks) | N/A | automatically adds a licence header to all Markdown files that don't have a license header | v1.5.5 |
+| [insert-license](https://github.com/Lucas-C/pre-commit-hooks) | N/A | automatically adds a licence header to all Makefiles that don't have a license header | v1.5.5 |
+| [insert-license](https://github.com/Lucas-C/pre-commit-hooks) | N/A | automatically adds a licence header to all R files that don't have a license header | v1.5.5 |
+| [insert-license](https://github.com/Lucas-C/pre-commit-hooks) | N/A | automatically adds a licence header to all Scala files that don't have a license header | v1.5.5 |
+| [insert-license](https://github.com/Lucas-C/pre-commit-hooks) | N/A | automatically adds a licence header to all Shell files that don't have a license header | v1.5.5 |
+| [insert-license](https://github.com/Lucas-C/pre-commit-hooks) | N/A | automatically adds a licence header to all TOML files that don't have a license header | v1.5.5 |
+| [insert-license](https://github.com/Lucas-C/pre-commit-hooks) | N/A | automatically adds a licence header to all YAML files that don't have a license header | v1.5.5 |
+| [insert-license](https://github.com/Lucas-C/pre-commit-hooks) | N/A | automatically adds a licence header to all Python files that don't have a license header | v1.5.5 |
+| [insert-license](https://github.com/Lucas-C/pre-commit-hooks) | N/A | automatically adds a licence header to all other files that don't have a license header | v1.5.5 |
+| [pyupgrade](https://github.com/asottile/pyupgrade) | N/A | a tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language | v3.21.0 |
+| [black-jupyter](https://github.com/psf/black-pre-commit-mirror) | N/A | format Python files and Jupyter Notebooks with black | 25.9.0 |
+| [clang-format](https://github.com/pre-commit/mirrors-clang-format) | N/A | format C files with clang-format | v20.1.7 |
+| [bandit](https://github.com/PyCQA/bandit) | N/A | check Python code for security issues | 1.8.6 |
+| [codespell](https://github.com/codespell-project/codespell) | N/A | check spelling with codespell | v2.4.1 |
+| [gitleaks](https://github.com/gitleaks/gitleaks) | N/A | check for secrets with gitleaks | v8.28.0 |
+| [rst-backticks](https://github.com/pre-commit/pygrep-hooks) | N/A | detect common mistake of using single backticks when writing rst | v1.10.0 |
+| [rst-directive-colons](https://github.com/pre-commit/pygrep-hooks) | N/A | detect mistake of rst directive not ending with double colon or space before the double colon | v1.10.0 |
+| [rst-inline-touching-normal](https://github.com/pre-commit/pygrep-hooks) | N/A | detect mistake of inline code touching normal text in rst | v1.10.0 |
+| [check-ast](https://github.com/pre-commit/pre-commit-hooks) | N/A | check Python files for syntax errors | v6.0.0 |
+| [check-builtin-literals](https://github.com/pre-commit/pre-commit-hooks) | N/A | check Python files for proper use of built-in literals | v6.0.0 |
+| [check-case-conflict](https://github.com/pre-commit/pre-commit-hooks) | N/A | check for case conflicts in file names | v6.0.0 |
+| [check-docstring-first](https://github.com/pre-commit/pre-commit-hooks) | N/A | check that docstrings are at the start of functions | v6.0.0 |
+| [check-executables-have-shebangs](https://github.com/pre-commit/pre-commit-hooks) | N/A | check that executable scripts have shebang lines | v6.0.0 |
+| [check-illegal-windows-names](https://github.com/pre-commit/pre-commit-hooks) | N/A | check for Windows-illegal file names | v6.0.0 |
+| [check-json](https://github.com/pre-commit/pre-commit-hooks) | N/A | check JSON files for syntax errors | v6.0.0 |
+| [check-merge-conflict](https://github.com/pre-commit/pre-commit-hooks) | N/A | check for merge conflict markers | v6.0.0 |
+| [check-shebang-scripts-are-executable](https://github.com/pre-commit/pre-commit-hooks) | N/A | check that scripts with shebangs are executable | v6.0.0 |
+| [check-toml](https://github.com/pre-commit/pre-commit-hooks) | N/A | check TOML files for syntax errors | v6.0.0 |
+| [check-vcs-permalinks](https://github.com/pre-commit/pre-commit-hooks) | N/A | ensures that links to vcs websites are permalinks | v6.0.0 |
+| [check-xml](https://github.com/pre-commit/pre-commit-hooks) | N/A | attempts to load all xml files to verify syntax | v6.0.0 |
+| [check-yaml](https://github.com/pre-commit/pre-commit-hooks) | N/A | attempts to load all yaml files to verify syntax | v6.0.0 |
+| [debug-statements](https://github.com/pre-commit/pre-commit-hooks) | N/A | check for debugger imports and py37+ `breakpoint()` calls in python source. | v6.0.0 |
+| [destroyed-symlinks](https://github.com/pre-commit/pre-commit-hooks) | N/A | detects symlinks which are changed to regular files with a content of a path which that symlink was pointing to | v6.0.0 |
+| [detect-aws-credentials](https://github.com/pre-commit/pre-commit-hooks) | N/A | checks for the existence of AWS secrets that you have set up with the AWS CLI | v6.0.0 |
+| [detect-private-key](https://github.com/pre-commit/pre-commit-hooks) | N/A | checks for the existence of private keys | v6.0.0 |
+| [end-of-file-fixer](https://github.com/pre-commit/pre-commit-hooks) | N/A | makes sure files end in a newline and only a newline | v6.0.0 |
+| [file-contents-sorter](https://github.com/pre-commit/pre-commit-hooks) | N/A | sort the lines in specified files (defaults to alphabetical) | v6.0.0 |
+| [fix-byte-order-marker](https://github.com/pre-commit/pre-commit-hooks) | N/A | removes UTF-8 byte order marker | v6.0.0 |
+| [forbid-submodules](https://github.com/pre-commit/pre-commit-hooks) | N/A | forbids any submodules in the repository | v6.0.0 |
+| [mixed-line-ending](https://github.com/pre-commit/pre-commit-hooks) | N/A | replaces or checks mixed line ending | v6.0.0 |
+| [name-tests-test](https://github.com/pre-commit/pre-commit-hooks) | N/A | verifies that test files are named correctly | v6.0.0 |
+| [requirements-txt-fixer](https://github.com/pre-commit/pre-commit-hooks) | N/A | sorts entries in the Python requirements files and removes incorrect entry for pkg-resources==0.0.0 | v6.0.0 |
+| [trailing-whitespace](https://github.com/pre-commit/pre-commit-hooks) | N/A | trims trailing whitespace | v6.0.0 |
+| [markdownlint](https://github.com/igorshubovych/markdownlint-cli) | N/A | check Markdown files with markdownlint | v0.45.0 |
+| [shellcheck](https://github.com/shellcheck-py/shellcheck-py) | N/A | check Shell scripts with shellcheck | v0.11.0.1 |
+| [yamllint](https://github.com/adrienverge/yamllint) | N/A | check YAML files with yamllint | v1.37.1 |
+| [oxipng](https://github.com/oxipng/oxipng) | N/A | check PNG files with oxipng | v9.1.5 |
+| [blacken-docs](https://github.com/adamchainz/blacken-docs) | N/A | run `black` on python code blocks in documentation files | 1.20.0 |
diff --git a/pyproject.toml b/pyproject.toml
index 8b0c6be2f5..78cd35d1d0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -50,3 +50,7 @@ docs = [
   "sphinx_rtd_theme",
   "sphinx-autobuild",
 ]
+dev = [
+    "pre-commit",
+    "pyyaml"
+]