diff --git a/pkgs/misc/vscode-extensions/default.nix b/pkgs/misc/vscode-extensions/default.nix
index b392e0348f86..7d53fcb31ee4 100644
--- a/pkgs/misc/vscode-extensions/default.nix
+++ b/pkgs/misc/vscode-extensions/default.nix
@@ -1,4 +1,4 @@
-{ config, lib, callPackage, vscode-utils, nodePackages, jdk, llvmPackages_8 }:
+{ config, lib, buildEnv, callPackage, vscode-utils, nodePackages, jdk, llvmPackages_8 }:
 
 let
   inherit (vscode-utils) buildVscodeMarketplaceExtension;
@@ -702,9 +702,15 @@ let
 
       ms-vscode-remote.remote-ssh = callPackage ./remote-ssh {};
 
-      ms-python.python = callPackage ./python {
-        extractNuGet = callPackage ./python/extract-nuget.nix { };
-      };
+      ms-python.python = let
+        raw-package = callPackage ./python {
+          extractNuGet = callPackage ./python/extract-nuget.nix { };
+        };
+      in
+        buildEnv {
+          name = "vscode-extension-ms-python-python-full";
+          paths = [ raw-package self.ms-toolsai.jupyter ];
+        };
 
       msjsdiag.debugger-for-chrome = buildVscodeMarketplaceExtension {
         mktplcRef = {
@@ -718,6 +724,18 @@ let
         };
       };
 
+      ms-toolsai.jupyter = buildVscodeMarketplaceExtension {
+        mktplcRef = {
+          name = "jupyter";
+          publisher = "ms-toolsai";
+          version = "2021.5.745244803";
+          sha256 = "0gjpsp61l8daqa87mpmxcrvsvb0pc2vwg7xbkvwn0f13c1739w9p";
+        };
+        meta = {
+          license = lib.licenses.unfree;
+        };
+      };
+
       naumovs.color-highlight = buildVscodeMarketplaceExtension {
         mktplcRef = {
           name = "color-highlight";
diff --git a/pkgs/misc/vscode-extensions/python/default.nix b/pkgs/misc/vscode-extensions/python/default.nix
index 1d86f82d278f..e9e4b9f0cfc3 100644
--- a/pkgs/misc/vscode-extensions/python/default.nix
+++ b/pkgs/misc/vscode-extensions/python/default.nix
@@ -41,13 +41,13 @@ in vscode-utils.buildVscodeMarketplaceExtension rec {
   mktplcRef = {
     name = "python";
     publisher = "ms-python";
-    version = "2020.9.114305";
+    version = "2021.4.765268190";
   };
 
   vsix = fetchurl {
     name = "${mktplcRef.publisher}-${mktplcRef.name}.zip";
     url = "https://github.com/microsoft/vscode-python/releases/download/${mktplcRef.version}/ms-python-release.vsix";
-    sha256 = "1vh0wvfvzszc58lw7dbl60knpm5l6rrsghfchhn5dvwyadx4a33h";
+    sha256 = "0x7dn3vc83mph2gaxgx26bn7g71hqdpp1mpizmd4jqcrknc4d7ci";
   };
 
   buildInputs = [