diff --git a/dargs/sphinx.py b/dargs/sphinx.py
new file mode 100644
index 0000000..487050a
--- /dev/null
+++ b/dargs/sphinx.py
@@ -0,0 +1,101 @@
+"""Sphinx extension.
+
+To enable dargs Sphinx extension, add :mod:`dargs.sphinx` to the extensions of conf.py:
+
+.. code-block:: python
+
+   extensions = [
+       'dargs.sphinx',
+   ]
+
+
+Then `dargs` directive will be added:
+
+.. code-block:: rst
+
+    .. dargs::
+       :module: dargs.sphinx
+       :func: _test_argument
+
+where `_test_argument` returns an :class:`Argument <dargs.Argument>`. A :class:`list` of :class:`Argument <dargs.Argument>` is also accepted. 
+"""
+import sys
+
+from docutils import nodes
+from docutils.parsers.rst import Directive, Parser
+from docutils.parsers.rst.directives import unchanged
+from docutils.statemachine import ViewList
+from docutils.frontend import OptionParser
+from docutils.utils import new_document
+
+from .dargs import Argument, Variant
+
+def parse_rst(text: str) -> nodes.document:
+    """Parse rst texts to nodes.
+
+    Parameters
+    ----------
+    text : str
+        raw rst texts
+
+    Returns
+    -------
+    nodes.document
+        nodes
+    """
+    parser = Parser()
+    components = (Parser,)
+    settings = OptionParser(components=components).get_default_values()
+    document = new_document('', settings=settings)
+    parser.parse(text, document)
+    return document
+
+
+class DargsDirective(Directive):
+    """dargs directive"""
+    has_content = True
+    option_spec = dict(
+        module=unchanged,
+        func=unchanged,
+    )
+
+
+    def run(self):
+        if 'module' in self.options and 'func' in self.options:
+            module_name = self.options['module']
+            attr_name = self.options['func']
+        else:
+            raise self.error(':module: and :func: should be specified')
+
+        try:
+            mod = __import__(module_name, globals(), locals(), [attr_name])
+        except ImportError:
+            raise self.error(f'Failed to import "{attr_name}" from "{module_name}".\n{sys.exc_info()[1]}')
+
+        if not hasattr(mod, attr_name):
+            raise self.error(('Module "%s" has no attribute "%s"\n' 'Incorrect argparse :module: or :func: values?') % (module_name, attr_name))
+        func = getattr(mod, attr_name)
+        arguments = func()
+
+        if not isinstance(arguments, (list, tuple)):
+            arguments = [arguments]
+
+        items = []
+        for argument in arguments:
+            if not isinstance(argument, (Argument, Variant)):
+                raise RuntimeError("The function doesn't return Argument")
+            rst = argument.gen_doc(make_anchor=True, make_link=True)
+            items.extend(parse_rst(rst))
+
+        return items
+
+
+def setup(app):
+    """Setup sphinx app."""
+    app.add_directive('dargs', DargsDirective)
+    return {'parallel_read_safe': True}
+
+
+def _test_argument() -> Argument:
+    """This internal function is used to generate docs of dargs."""
+    return Argument(name="test", dtype=str, doc="This argument is only used to test.")
diff --git a/docs/conf.py b/docs/conf.py
index 22d7244..b6c5bb5 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -46,6 +46,7 @@
     'sphinx.ext.intersphinx',
     'numpydoc',
     'myst_parser',
+    'dargs.sphinx',
 ]
 
 # Add any paths that contain templates here, relative to this directory.
diff --git a/docs/index.rst b/docs/index.rst
index 92597b5..56b619a 100644
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -11,6 +11,7 @@ Welcome to dargs's documentation!
    :caption: Contents:
 
    intro
+   sphinx
    api/api
 
 
diff --git a/docs/sphinx.rst b/docs/sphinx.rst
new file mode 100644
index 0000000..75d2153
--- /dev/null
+++ b/docs/sphinx.rst
@@ -0,0 +1,25 @@
+Use with Sphinx
+===============
+
+Add :mod:`dargs.sphinx` to the extensions of conf.py:
+
+.. code-block:: python
+
+   extensions = [
+       'dargs.sphinx',
+   ]
+
+
+Then `dargs` directive will be enabled:
+
+.. code-block:: rst
+
+    .. dargs::
+       :module: dargs.sphinx
+       :func: _test_argument
+
+where `_test_argument` returns an :class:`Argument <dargs.Argument>`. A :class:`list` of :class:`Argument <dargs.Argument>` is also accepted. The documentation will be rendered as:
+
+.. dargs::
+   :module: dargs.sphinx
+   :func: _test_argument