diff --git a/pkgs/tools/misc/noteshrink/default.nix b/pkgs/tools/misc/noteshrink/default.nix
new file mode 100644
index 00000000000..77c84ab4511
--- /dev/null
+++ b/pkgs/tools/misc/noteshrink/default.nix
@@ -0,0 +1,24 @@
+{ stdenv, fetchFromGitHub, python3, imagemagick }:
+
+with python3.pkgs;
+
+buildPythonApplication rec {
+  name = "noteshrink-${version}";
+  version = "0.1.1";
+
+  src = fetchFromGitHub {
+    owner  = "mzucker";
+    repo   = "noteshrink";
+    rev    = version;
+    sha256 = "0xhrvg3d8ffnbbizsrfppcd2y98znvkgxjdmvbvin458m2rwccka";
+  };
+
+  propagatedBuildInputs = [ numpy scipy imagemagick pillow ];
+
+  meta = with stdenv.lib; {
+    description = "Convert scans of handwritten notes to beautiful, compact PDFs";
+    homepage    = https://mzucker.github.io/2016/09/20/noteshrink.html;
+    license     = licenses.mit;
+    maintainers = with maintainers; [ rnhmjoj ];
+  };
+}
diff --git a/pkgs/top-level/all-packages.nix b/pkgs/top-level/all-packages.nix
index f52e311e675..09f7d232e43 100644
--- a/pkgs/top-level/all-packages.nix
+++ b/pkgs/top-level/all-packages.nix
@@ -1312,6 +1312,8 @@ with pkgs;
 
   nfdump = callPackage ../tools/networking/nfdump { };
 
+  noteshrink = callPackage ../tools/misc/noteshrink { };
+
   nrsc5 = callPackage ../applications/misc/nrsc5 { };
 
   onboard = callPackage ../applications/misc/onboard { };