diff --git a/.travis.yml b/.travis.yml
index 61037f22..e9c0f170 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -9,16 +9,19 @@ env:
 stages:
   - test
   - lint
-  
+
 
 matrix:
   include:
     - python: 2.7
       env: TOXENV=2.7
+      before_install: sudo apt-get update && sudo apt-get install libgnutls-dev
     - python: 3.5
       env: TOXENV=3.5
+      before_install: sudo apt-get update && sudo apt-get install libgnutls-dev
     - python: 3.6
       env: TOXENV=3.6
+      before_install: sudo apt-get update && sudo apt-get install libgnutls-dev
     - python: 3.7
       env: TOXENV=3.7-linux
       sudo: true
@@ -39,6 +42,7 @@ matrix:
     - python: '3.6'
       env: TOXENV=apicheck
       stage: lint
+      before_install: sudo apt-get update && sudo apt-get install libgnutls-dev
     - python: '3.6'
       env: TOXENV=pydocstyle
       stage: lint
diff --git a/AUTHORS b/AUTHORS
index 55c638b2..551e3a55 100644
--- a/AUTHORS
+++ b/AUTHORS
@@ -87,6 +87,7 @@ Luyun Xie <2304310@qq.com>
 Mads Jensen <https://github.com/atombrella>
 Mahendra M <Mahendra_M@infosys.com>
 Marcin Lulek (ergo) <info@webreactor.eu>
+Marcin Puhacz <marcin.puhacz@gmail.com>
 Mark Lavin <mlavin@caktusgroup.com>
 markow <markow@red-sky.pl>
 Matt Wise <wise@wiredgeek.net>
diff --git a/kombu/transport/mongodb.py b/kombu/transport/mongodb.py
index f542dfc9..37d90c33 100644
--- a/kombu/transport/mongodb.py
+++ b/kombu/transport/mongodb.py
@@ -20,6 +20,8 @@ from kombu.utils.json import loads, dumps
 from kombu.utils.objects import cached_property
 
 from . import virtual
+from .base import to_rabbitmq_queue_arguments
+
 
 E_SERVER_VERSION = """\
 Kombu requires MongoDB version 1.3+ (server is {0})\
@@ -286,6 +288,9 @@ class Channel(virtual.Channel):
                 options['readpreference'] = modes[options['readpreference']]
         return options
 
+    def prepare_queue_arguments(self, arguments, **kwargs):
+        return to_rabbitmq_queue_arguments(arguments, **kwargs)
+
     def _open(self, scheme='mongodb://'):
         hostname, dbname, conf = self._parse_uri(scheme=scheme)
 
@@ -427,11 +432,9 @@ class Channel(virtual.Channel):
             return
 
         self.routing.update(
-            {'queue': queue}, {'$set': {'expire_at': expire_at}},
-            multiple=True)
+            {'queue': queue}, {'$set': {'expire_at': expire_at}}, multi=True)
         self.queues.update(
-            {'_id': queue}, {'$set': {'expire_at': expire_at}},
-            multiple=True)
+            {'_id': queue}, {'$set': {'expire_at': expire_at}}, multi=True)
 
     def get_now(self):
         """Return current time in UTC."""
diff --git a/requirements/extras/mongodb.txt b/requirements/extras/mongodb.txt
index 018b3dc5..e635ba45 100644
--- a/requirements/extras/mongodb.txt
+++ b/requirements/extras/mongodb.txt
@@ -1 +1 @@
-pymongo>=2.6.2,<3.0
+pymongo>=3.3.0
diff --git a/t/unit/transport/test_mongodb.py b/t/unit/transport/test_mongodb.py
index 4509497a..7380183d 100644
--- a/t/unit/transport/test_mongodb.py
+++ b/t/unit/transport/test_mongodb.py
@@ -418,7 +418,7 @@ class test_mongodb_channel_ttl(BaseMongoDBChannelCase):
             'routing', 'update',
             {'queue': 'foobar'},
             {'$set': {'expire_at': self.expire_at}},
-            multiple=True,
+            multi=True,
         )
 
     def test_put(self):
@@ -499,13 +499,13 @@ class test_mongodb_channel_ttl(BaseMongoDBChannelCase):
             'routing', 'update',
             {'queue': 'foobar'},
             {'$set': {'expire_at': self.expire_at}},
-            multiple=True,
+            multi=True,
         )
         self.assert_operation_called_with(
             'queues', 'update',
             {'_id': 'foobar'},
             {'$set': {'expire_at': self.expire_at}},
-            multiple=True,
+            multi=True,
         )