diff --git a/zerver/management/commands/import_realm_filters.py b/zerver/management/commands/import_realm_filters.py
new file mode 100644
index 0000000000..8445721c50
--- /dev/null
+++ b/zerver/management/commands/import_realm_filters.py
@@ -0,0 +1,27 @@
+from __future__ import absolute_import
+
+from django.core.management.base import BaseCommand
+
+from zerver.models import RealmFilter, get_realm
+
+import logging
+
+class Command(BaseCommand):
+    help = """Imports realm filters to database"""
+
+    def handle(self, *args, **options):
+        realm_filters = {
+            "zulip.com": [
+                ("#(?P<id>[0-9]{2,8})", "https://trac.zulip.net/ticket/%(id)s"),
+                ],
+            "mit.edu/zephyr_mirror": [],
+        }
+
+        for domain, filters in realm_filters.iteritems():
+            realm = get_realm(domain)
+            if realm is None:
+                logging.error("Failed to get realm for domain %s" % (domain,))
+                continue
+            for filter in filters:
+                RealmFilter(realm=realm, pattern=filter[0], url_format_string=filter[1]).save()
+                logging.info("Created realm filter %s for %s" % (filter[0], domain))