diff --git a/lib/docs/scrapers/matplotlib.rb b/lib/docs/scrapers/matplotlib.rb
index e262b3aa..0eb15954 100644
--- a/lib/docs/scrapers/matplotlib.rb
+++ b/lib/docs/scrapers/matplotlib.rb
@@ -20,8 +20,8 @@ module Docs
       Licensed under the Matplotlib License Agreement.
     HTML
 
-    version '3.6' do
-      self.release = '3.6.0'
+    version '3.7' do
+      self.release = '3.7.1'
       self.base_urls = [
         "https://matplotlib.org/stable/api/",
         "https://matplotlib.org/stable/mpl_toolkits/mplot3d/",
@@ -29,6 +29,15 @@ module Docs
       ]
     end
 
+    version '3.6' do
+      self.release = '3.6.0'
+      self.base_urls = [
+        "https://matplotlib.org/#{release}/api/",
+        "https://matplotlib.org/#{release}/mpl_toolkits/mplot3d/",
+        "https://matplotlib.org/#{release}/mpl_toolkits/axes_grid/api/"
+      ]
+    end
+
     version '3.5' do
       self.release = '3.5.1'
       self.base_urls = [