diff --git a/src/applications/people/query/PhabricatorPeopleSearchEngine.php b/src/applications/people/query/PhabricatorPeopleSearchEngine.php
--- a/src/applications/people/query/PhabricatorPeopleSearchEngine.php
+++ b/src/applications/people/query/PhabricatorPeopleSearchEngine.php
@@ -165,6 +165,7 @@
 
   protected function getBuiltinQueryNames() {
     $names = array(
+      'active' => pht('Active'),
       'all' => pht('All'),
     );
 
@@ -181,6 +182,9 @@
     $query->setQueryKey($query_key);
 
     switch ($query_key) {
+      case 'active':
+        return $query
+          ->setParameter('noDisabled', true);
       case 'all':
         return $query;
       case 'approval':