diff --git a/pkgs/development/tools/tabnine/default.nix b/pkgs/development/tools/tabnine/default.nix
new file mode 100644
index 000000000000..7ced6dbb00c5
--- /dev/null
+++ b/pkgs/development/tools/tabnine/default.nix
@@ -0,0 +1,34 @@
+{ stdenv, lib, fetchurl }:
+
+let
+  target =
+    if stdenv.hostPlatform.system == "x86_64-darwin" then
+      "x86_64-apple-darwin"
+    else if stdenv.hostPlatform.system == "x86_64-linux" then
+      "x86_64-unknown-linux-musl"
+    else throw "Not supported on ${stdenv.hostPlatform.system}";
+in stdenv.mkDerivation rec {
+  pname = "tabnine";
+  version = "3.1.1";
+
+  src = fetchurl {
+    url = "https://update.tabnine.com/${version}/${target}/TabNine";
+    sha256 = "w+Ufy4pICfQmseKCeohEQIP0VD6YrkYTEn41HX40Zlw=";
+  };
+
+  dontBuild = true;
+  dontUnpack = true;
+
+  installPhase = ''
+    chmod +x $src
+    mkdir -p $out/bin
+    ln -s $src $out/bin/TabNine
+  '';
+
+  meta = {
+    homepage = "https://tabnine.com";
+    description = "Smart Compose for code that uses deep learning to help you write code faster";
+    license = lib.licenses.unfree;
+    platforms = [ "x86_64-darwin" "x86_64-linux" ];
+  };
+}
diff --git a/pkgs/top-level/all-packages.nix b/pkgs/top-level/all-packages.nix
index f3b4ebdcb940..51b344f622b3 100644
--- a/pkgs/top-level/all-packages.nix
+++ b/pkgs/top-level/all-packages.nix
@@ -7279,6 +7279,8 @@ in
 
   t = callPackage ../tools/misc/t { };
 
+  tabnine = callPackage ../development/tools/tabnine { };
+
   t1utils = callPackage ../tools/misc/t1utils { };
 
   talkfilters = callPackage ../misc/talkfilters {};