diff --git a/docs/source/conf.py b/docs/source/conf.py
index 448dad8..d6fc28d 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -44,6 +44,7 @@ extensions = [
     'matplotlib.sphinxext.only_directives',
     'matplotlib.sphinxext.plot_directive',
     'sphinx.ext.autodoc',
+    'sphinx.ext.autosummary',
     'sphinx.ext.doctest',
     'sphinx.ext.inheritance_diagram',
     'sphinx.ext.intersphinx',
diff --git a/docs/sphinxext/apigen.py b/docs/sphinxext/apigen.py
index 6cfc2ce..21f28e2 100644
--- a/docs/sphinxext/apigen.py
+++ b/docs/sphinxext/apigen.py
@@ -415,7 +415,8 @@ class ApiDocWriter(object):
         idx = open(path,'wt')
         w = idx.write
         w('.. AUTO-GENERATED FILE -- DO NOT EDIT!\n\n')
-        w('.. toctree::\n\n')
-        for f in self.written_modules:
-            w('   %s\n' % os.path.join(relpath,f))
+        w('.. autosummary::\n'
+          '   :toctree: %s\n\n' % relpath)
+        for mod in self.written_modules:
+            w('   %s\n' % mod)
         idx.close()