diff --git a/REDIS_COMMANDS.md b/REDIS_COMMANDS.md
index 12f85cc0..fdec0a01 100644
--- a/REDIS_COMMANDS.md
+++ b/REDIS_COMMANDS.md
@@ -135,6 +135,7 @@ list of [unimplemented commands](#unimplemented-commands).
  * sinter
  * sinterstore
  * sismember
+ * smismember
  * smembers
  * smove
  * spop
@@ -399,7 +400,6 @@ All of the redis commands are implemented in fakeredis with these exceptions:
 
 ### set
  * sintercard
- * smismember
 
 ### stream
  * xack
diff --git a/fakeredis/_server.py b/fakeredis/_server.py
index ec029b54..510266a1 100644
--- a/fakeredis/_server.py
+++ b/fakeredis/_server.py
@@ -1973,6 +1973,10 @@ def sinterstore(self, dst, *keys):
     def sismember(self, key, member):
         return int(member in key.value)
 
+    @command((Key(set), bytes), (bytes,))
+    def smismember(self, key, *members):
+        return [self.sismember(key, member) for member in members]
+
     @command((Key(set),))
     def smembers(self, key):
         return list(key.value)
diff --git a/pytest.ini b/pytest.ini
new file mode 100644
index 00000000..f0a84671
--- /dev/null
+++ b/pytest.ini
@@ -0,0 +1,8 @@
+[pytest]
+markers =
+    slow: marks tests as slow (deselect with '-m "not slow"')
+    fake: run tests only with fake redis
+    real: run tests with a locally running real Redis server
+    redis4_and_above: run tests for redis-py 4.1.2 and above
+    redis3_and_above: run tests for redis-py 3.x and above
+    redis_below_v3: run tests for redis-py 2.x and below
diff --git a/test/test_fakeredis.py b/test/test_fakeredis.py
index 795981a7..8db735d9 100644
--- a/test/test_fakeredis.py
+++ b/test/test_fakeredis.py
@@ -2006,6 +2006,28 @@ def test_sismember_wrong_type(r):
     with pytest.raises(redis.ResponseError):
         r.sismember('foo', 'member')
 
+@redis4_and_above
+def test_smismember(r):
+    assert r.smismember('foo', ['member1', 'member2', 'member3']) == [0, 0, 0]
+    r.sadd('foo', 'member1', 'member2', 'member3')
+    assert r.smismember('foo', ['member1', 'member2', 'member3'])  == [1, 1, 1]
+    assert r.smismember('foo', ['member1', 'member2', 'member3', 'member4']) == [1, 1, 1, 0]
+    assert r.smismember('foo', ['member4', 'member2', 'member3']) == [0, 1, 1]
+    # should also work if provided values as arguments
+    assert r.smismember('foo', 'member4', 'member2', 'member3') == [0, 1, 1]
+
+@redis4_and_above
+def test_smismember_wrong_type(r):
+    # verify that command fails when the key itself is not a SET
+    zadd(r, 'foo', {'member': 1})
+    with pytest.raises(redis.ResponseError):
+        r.smismember('foo', 'member')
+
+    # verify that command fails if the input parameter is of wrong type
+    r.sadd('foo2', 'member1', 'member2', 'member3')
+    with pytest.raises(redis.DataError, match='Invalid input of type'):
+        r.smismember('foo2', [["member1", "member2"]])
+
 
 def test_smembers(r):
     assert r.smembers('foo') == set()