diff --git a/pywb/warcserver/index/indexsource.py b/pywb/warcserver/index/indexsource.py
index 66ca7216..6aabcb08 100644
--- a/pywb/warcserver/index/indexsource.py
+++ b/pywb/warcserver/index/indexsource.py
@@ -270,6 +270,8 @@ class RedisIndexSource(BaseIndexSource):
         self.redis_key_template = key_template
         self.member_key_template = kwargs.get('member_key_templ')
 
+        self.member_key_type = None
+
     @staticmethod
     def parse_redis_url(redis_url, redis_=None):
         parts = redis_url.split('/')
@@ -293,16 +295,28 @@ class RedisIndexSource(BaseIndexSource):
         key = res_template(member_key, params)
 
         scan_key = 'scan:' + key
-        # check if already have keys to avoid extra smembers call
+        # check if already have keys to avoid extra redis call
         keys = params.get(scan_key)
         if not keys:
-            keys = self.redis.smembers(key)
+            keys = self._load_key_set(key)
             params[scan_key] = keys
 
         match_templ = match_templ.encode('utf-8')
 
         return [match_templ.replace(b'*', key) for key in keys]
 
+    def _load_key_set(self, key):
+        if not self.member_key_type:
+            self.member_key_type = self.redis.type(key)
+
+        if self.member_key_type == b'set':
+            return self.redis.smembers(key)
+
+        elif self.member_key_type == b'hash':
+            return self.redis.hvals(key)
+
+        return []
+
     def load_index(self, params):
         return self.load_key_index(self.redis_key_template, params)
 
diff --git a/pywb/warcserver/resource/test/test_pathresolvers.py b/pywb/warcserver/resource/test/test_pathresolvers.py
index 9b130402..dcb24abf 100644
--- a/pywb/warcserver/resource/test/test_pathresolvers.py
+++ b/pywb/warcserver/resource/test/test_pathresolvers.py
@@ -87,6 +87,56 @@ class TestPathIndex(object):
         assert resolver('example.warc.gz', cdx) == 'some_path/example.warc.gz'
         assert resolver('example-2.warc.gz', cdx) == 'some_path/example-2.warc.gz'
 
+    @patch('redis.StrictRedis', FakeStrictRedis)
+    def test_redis_resolver_multi_key_with_member_set(self):
+        resolver = RedisResolver('redis://127.0.0.1:6379/0/*:warc',
+                                 member_key_templ='member_set')
+
+        cdx = CDXObject()
+        assert resolver('example.warc.gz', cdx) == None
+
+        resolver.redis.hset('A:warc', 'example.warc.gz', 'some_path/example.warc.gz')
+        resolver.redis.hset('B:warc', 'example-2.warc.gz', 'some_path/example-2.warc.gz')
+
+        resolver.redis.sadd('member_set', 'A')
+
+        # only A:warc used
+        assert resolver('example.warc.gz', cdx) == 'some_path/example.warc.gz'
+        assert resolver('example-2.warc.gz', cdx) == None
+
+        resolver.redis.sadd('member_set', 'B')
+
+        # A:warc and B:warc used
+        assert resolver('example.warc.gz', cdx) == 'some_path/example.warc.gz'
+        assert resolver('example-2.warc.gz', cdx) == 'some_path/example-2.warc.gz'
+
+        assert resolver.member_key_type == b'set'
+
+    @patch('redis.StrictRedis', FakeStrictRedis)
+    def test_redis_resolver_multi_key_with_member_hash(self):
+        resolver = RedisResolver('redis://127.0.0.1:6379/0/*:warc',
+                                 member_key_templ='member_hash')
+
+        cdx = CDXObject()
+        assert resolver('example.warc.gz', cdx) == None
+
+        resolver.redis.hset('A:warc', 'example.warc.gz', 'some_path/example.warc.gz')
+        resolver.redis.hset('B:warc', 'example-2.warc.gz', 'some_path/example-2.warc.gz')
+
+        resolver.redis.hset('member_hash', '1', 'A')
+
+        # only A:warc used
+        assert resolver('example.warc.gz', cdx) == 'some_path/example.warc.gz'
+        assert resolver('example-2.warc.gz', cdx) == None
+
+        resolver.redis.hset('member_hash', '2', 'B')
+
+        # A:warc and B:warc used
+        assert resolver('example.warc.gz', cdx) == 'some_path/example.warc.gz'
+        assert resolver('example-2.warc.gz', cdx) == 'some_path/example-2.warc.gz'
+
+        assert resolver.member_key_type == b'hash'
+
     def test_make_best_resolver_http(self):
         res = DefaultResolverMixin.make_best_resolver('http://myhost.example.com/warcs/')
         assert isinstance(res, PrefixResolver)