diff --git a/lib/rack/attack.rb b/lib/rack/attack.rb
index f59e155..b1b07c5 100644
--- a/lib/rack/attack.rb
+++ b/lib/rack/attack.rb
@@ -19,6 +19,7 @@ class Rack::Attack
   autoload :StoreProxy,           'rack/attack/store_proxy'
   autoload :DalliProxy,           'rack/attack/store_proxy/dalli_proxy'
   autoload :MemCacheProxy,        'rack/attack/store_proxy/mem_cache_proxy'
+  autoload :MemCacheStoreProxy,   'rack/attack/store_proxy/mem_cache_store_proxy'
   autoload :RedisProxy,           'rack/attack/store_proxy/redis_proxy'
   autoload :RedisStoreProxy,      'rack/attack/store_proxy/redis_store_proxy'
   autoload :RedisCacheStoreProxy, 'rack/attack/store_proxy/redis_cache_store_proxy'
diff --git a/lib/rack/attack/store_proxy.rb b/lib/rack/attack/store_proxy.rb
index 29bef49..fdd0e23 100644
--- a/lib/rack/attack/store_proxy.rb
+++ b/lib/rack/attack/store_proxy.rb
@@ -3,10 +3,7 @@
 module Rack
   class Attack
     module StoreProxy
-      PROXIES = [DalliProxy, MemCacheProxy, RedisStoreProxy, RedisProxy, RedisCacheStoreProxy].freeze
-
-      ACTIVE_SUPPORT_WRAPPER_CLASSES = Set.new(['ActiveSupport::Cache::MemCacheStore', 'ActiveSupport::Cache::RedisStore', 'ActiveSupport::Cache::RedisCacheStore']).freeze
-      ACTIVE_SUPPORT_CLIENTS = Set.new(['Redis::Store', 'Dalli::Client', 'MemCache']).freeze
+      PROXIES = [DalliProxy, MemCacheStoreProxy, MemCacheProxy, RedisStoreProxy, RedisProxy, RedisCacheStoreProxy].freeze
 
       def self.build(store)
         client = unwrap_active_support_stores(store)
@@ -17,15 +14,8 @@ module Rack
       def self.unwrap_active_support_stores(store)
         # ActiveSupport::Cache::RedisStore doesn't expose any way to set an expiry,
         # so use the raw Redis::Store instead.
-        # We also want to use the underlying Dalli client instead of ::ActiveSupport::Cache::MemCacheStore,
-        # and the MemCache client if using Rails 3.x
-
-        if store.instance_variable_defined?(:@data)
-          client = store.instance_variable_get(:@data)
-        end
-
-        if ACTIVE_SUPPORT_WRAPPER_CLASSES.include?(store.class.to_s) && ACTIVE_SUPPORT_CLIENTS.include?(client.class.to_s)
-          client
+        if store.class.name == 'ActiveSupport::Cache::RedisStore'
+          store.instance_variable_get(:@data)
         else
           store
         end
diff --git a/lib/rack/attack/store_proxy/mem_cache_store_proxy.rb b/lib/rack/attack/store_proxy/mem_cache_store_proxy.rb
new file mode 100644
index 0000000..eebfed7
--- /dev/null
+++ b/lib/rack/attack/store_proxy/mem_cache_store_proxy.rb
@@ -0,0 +1,19 @@
+# frozen_string_literal: true
+
+require 'delegate'
+
+module Rack
+  class Attack
+    module StoreProxy
+      class MemCacheStoreProxy < SimpleDelegator
+        def self.handle?(store)
+          defined?(::Dalli) && defined?(::ActiveSupport::Cache::MemCacheStore) && store.is_a?(::ActiveSupport::Cache::MemCacheStore)
+        end
+
+        def write(name, value, options = {})
+          super(name, value, options.merge!(raw: true))
+        end
+      end
+    end
+  end
+end
diff --git a/spec/acceptance/stores/active_support_mem_cache_store_pooled_spec.rb b/spec/acceptance/stores/active_support_mem_cache_store_pooled_spec.rb
new file mode 100644
index 0000000..c477380
--- /dev/null
+++ b/spec/acceptance/stores/active_support_mem_cache_store_pooled_spec.rb
@@ -0,0 +1,22 @@
+# frozen_string_literal: true
+
+require_relative "../../spec_helper"
+
+if defined?(::ConnectionPool) && defined?(::Dalli)
+  require_relative "../../support/cache_store_helper"
+  require "timecop"
+
+  describe "ActiveSupport::Cache::MemCacheStore (pooled) as a cache backend" do
+    before do
+      Rack::Attack.cache.store = ActiveSupport::Cache::MemCacheStore.new(pool_size: 2)
+    end
+
+    after do
+      Rack::Attack.cache.store.clear
+    end
+
+    it_works_for_cache_backed_features(fetch_from_store: ->(key) {
+      Rack::Attack.cache.store.read(key)
+    })
+  end
+end
diff --git a/spec/acceptance/stores/active_support_mem_cache_store_spec.rb b/spec/acceptance/stores/active_support_mem_cache_store_spec.rb
index 74e40f0..65abe7d 100644
--- a/spec/acceptance/stores/active_support_mem_cache_store_spec.rb
+++ b/spec/acceptance/stores/active_support_mem_cache_store_spec.rb
@@ -12,9 +12,9 @@ if defined?(::Dalli)
     end
 
     after do
-      Rack::Attack.cache.store.flush_all
+      Rack::Attack.cache.store.clear
     end
 
-    it_works_for_cache_backed_features(fetch_from_store: ->(key) { Rack::Attack.cache.store.get(key) })
+    it_works_for_cache_backed_features(fetch_from_store: ->(key) { Rack::Attack.cache.store.read(key) })
   end
 end