diff --git a/lib/docs/scrapers/numpy.rb b/lib/docs/scrapers/numpy.rb
index 6ecca0a87e..a679caaae2 100644
--- a/lib/docs/scrapers/numpy.rb
+++ b/lib/docs/scrapers/numpy.rb
@@ -1,4 +1,8 @@
 module Docs
+  # Requires downloading the documents to local disk first.
+  # Go to https://numpy.org/doc/, click "HTML+zip" to download
+  # (example url: https://numpy.org/doc/2.2/numpy-html.zip),
+  # then extract into "docs/numpy~#{version}/"
   class Numpy < FileScraper
     self.name = 'NumPy'
     self.type = 'sphinx'
@@ -26,6 +30,18 @@ class Numpy < FileScraper
       Licensed under the 3-clause BSD License.
     HTML
 
+    version '2.2' do
+      self.release = '2.2'
+      self.base_url = "https://numpy.org/doc/#{self.version}/"
+      options[:container] = nil
+    end
+
+    version '2.1' do
+      self.release = '2.1'
+      self.base_url = "https://numpy.org/doc/#{self.version}/"
+      options[:container] = nil
+    end
+
     version '2.0' do
       self.release = '2.0.1'
       self.base_url = "https://numpy.org/doc/#{self.version}/"
diff --git a/public/icons/docs/numpy/16.png b/public/icons/docs/numpy/16.png
index ca5252ef09..a24fcb151b 100644
Binary files a/public/icons/docs/numpy/16.png and b/public/icons/docs/numpy/16.png differ
diff --git a/public/icons/docs/numpy/16@2x.png b/public/icons/docs/numpy/16@2x.png
index 1fa447c509..ad2df91191 100644
Binary files a/public/icons/docs/numpy/16@2x.png and b/public/icons/docs/numpy/16@2x.png differ
diff --git a/public/icons/docs/numpy/SOURCE b/public/icons/docs/numpy/SOURCE
index 709633f233..eb744c2c9e 100644
--- a/public/icons/docs/numpy/SOURCE
+++ b/public/icons/docs/numpy/SOURCE
@@ -1 +1 @@
-https://github.com/numpy/numpy/blob/master/doc/source/_static/numpylogo.svg
+https://github.com/numpy/numpy/tree/main/doc/source/_static/favicon