diff --git a/pkgs/applications/misc/plover/default.nix b/pkgs/applications/misc/plover/default.nix
deleted file mode 100644
index 65161d713f29a..0000000000000
--- a/pkgs/applications/misc/plover/default.nix
+++ /dev/null
@@ -1,37 +0,0 @@
-{ lib, fetchFromGitHub, python3Packages, wmctrl, qtbase, mkDerivationWith }:
-
-{
-  stable = throw "plover.stable was removed because it used Python 2. Use plover.dev instead."; # added 2022-06-05
-
-  dev = with python3Packages; mkDerivationWith buildPythonPackage rec {
-    pname = "plover";
-    version = "4.0.0.dev10";
-
-    meta = with lib; {
-      broken = stdenv.hostPlatform.isDarwin;
-      description = "OpenSteno Plover stenography software";
-      maintainers = with maintainers; [ twey kovirobi ];
-      license     = licenses.gpl2;
-    };
-
-    src = fetchFromGitHub {
-      owner = "openstenoproject";
-      repo = "plover";
-      rev = "v${version}";
-      sha256 = "sha256-oJ7+R3ZWhUbNTTAw1AfMg2ur8vW1XEbsa5FgSTam1Ns=";
-    };
-
-    # I'm not sure why we don't find PyQt5 here but there's a similar
-    # sed on many of the platforms Plover builds for
-    postPatch = "sed -i /PyQt5/d setup.cfg";
-
-    nativeCheckInputs           = [ pytest mock ];
-    propagatedBuildInputs = [ babel pyqt5 xlib pyserial appdirs wcwidth setuptools ];
-
-    dontWrapQtApps = true;
-
-    preFixup = ''
-      makeWrapperArgs+=("''${qtWrapperArgs[@]}")
-    '';
-  };
-}
diff --git a/pkgs/development/python-modules/plover-last-translation/default.nix b/pkgs/development/python-modules/plover-last-translation/default.nix
new file mode 100644
index 0000000000000..becd0a96797b3
--- /dev/null
+++ b/pkgs/development/python-modules/plover-last-translation/default.nix
@@ -0,0 +1,32 @@
+{
+  lib,
+  fetchPypi,
+  python3Packages,
+  plover,
+  setuptools,
+  pythonImportsCheckHook,
+}:
+python3Packages.buildPythonPackage rec {
+  pname = "plover-last-translation";
+  version = "0.0.2";
+  pyproject = true;
+  build-system = [ setuptools ];
+
+  meta = with lib; {
+    description = "Macro plugins for Plover to repeat output";
+    maintainers = with maintainers; [ twey ];
+    license = licenses.gpl2Plus;
+  };
+
+  src = fetchPypi {
+    pname = "plover_last_translation";
+    inherit version;
+    hash = "sha256-lmgjbuwdqZ8eeU4m/d1akFwwj5CmliEaLmXEKAubjdk=";
+  };
+
+  nativeCheckInputs = [
+    pythonImportsCheckHook
+  ];
+
+  propagatedBuildInputs = [ plover ];
+}
diff --git a/pkgs/development/python-modules/plover-stroke/default.nix b/pkgs/development/python-modules/plover-stroke/default.nix
new file mode 100644
index 0000000000000..82afe67d877df
--- /dev/null
+++ b/pkgs/development/python-modules/plover-stroke/default.nix
@@ -0,0 +1,24 @@
+{
+  lib,
+  fetchPypi,
+  python3Packages,
+  setuptools,
+}:
+python3Packages.buildPythonPackage rec {
+  pname = "plover-stroke";
+  version = "1.1.0";
+  pyproject = true;
+  build-system = [ setuptools ];
+
+  meta = with lib; {
+    description = "Helper class for working with steno strokes";
+    maintainers = with maintainers; [ twey ];
+    license = licenses.gpl2Plus;
+  };
+
+  src = fetchPypi {
+    pname = "plover_stroke";
+    inherit version;
+    hash = "sha256-3gOyP0ruZrZfaffU7MQjNoG0NUFQLYa/FP3inqpy0VM=";
+  };
+}
diff --git a/pkgs/development/python-modules/plover/default.nix b/pkgs/development/python-modules/plover/default.nix
new file mode 100644
index 0000000000000..04993476eda91
--- /dev/null
+++ b/pkgs/development/python-modules/plover/default.nix
@@ -0,0 +1,80 @@
+{
+  stdenv,
+  lib,
+  fetchFromGitHub,
+  wmctrl,
+  python3Packages,
+  buildPythonPackage,
+  pytest,
+  mock,
+  babel,
+  pyqt5,
+  xlib,
+  pyserial,
+  appdirs,
+  wcwidth,
+  setuptools,
+  rtf-tokenize,
+  plover-stroke,
+  wrapQtAppsHook,
+}:
+let
+  plover = python3Packages.buildPythonPackage rec {
+    pname = "plover";
+    version = "4.0.0rc2";
+    pyproject = true;
+    build-system = [ setuptools ];
+
+    meta = with lib; {
+      broken = stdenv.hostPlatform.isDarwin;
+      description = "OpenSteno Plover stenography software";
+      maintainers = with maintainers; [
+        twey
+        kovirobi
+      ];
+      license = licenses.gpl2;
+    };
+
+    src = fetchFromGitHub {
+      owner = "openstenoproject";
+      repo = pname;
+      rev = "v${version}";
+      sha256 = "sha256-rmMec/BbvOJ92u8Tmp3Kv2YezzJxB/L8UrDntTDSKj4=";
+    };
+
+    # I'm not sure why we don't find PyQt5 here but there's a similar
+    # sed on many of the platforms Plover builds for
+    postPatch = "sed -i /PyQt5/d setup.cfg";
+
+    nativeCheckInputs = [
+      pytest
+      mock
+    ];
+    nativeBuildInputs = [ wrapQtAppsHook ];
+    propagatedBuildInputs = [
+      babel
+      pyqt5
+      xlib
+      pyserial
+      appdirs
+      wcwidth
+      setuptools
+      rtf-tokenize
+      plover-stroke
+    ];
+
+    preFixup = ''
+      makeWrapperArgs+=("''${qtWrapperArgs[@]}")
+    '';
+  };
+
+  plugins = lib.attrsets.mapAttrs' (name: value: {
+    name = builtins.substring 7 (builtins.stringLength name) name;
+    inherit value;
+  }) (lib.attrsets.filterAttrs (k: v: lib.strings.hasPrefix "plover-" k) python3Packages);
+in
+plover
+// {
+  inherit plugins;
+  withPlugins = ps: python3Packages.python.withPackages (_: ps plugins);
+}
diff --git a/pkgs/development/python-modules/rtf-tokenize/default.nix b/pkgs/development/python-modules/rtf-tokenize/default.nix
new file mode 100644
index 0000000000000..fa002c4a9e94c
--- /dev/null
+++ b/pkgs/development/python-modules/rtf-tokenize/default.nix
@@ -0,0 +1,21 @@
+{
+  lib,
+  fetchPypi,
+  python3Packages,
+}:
+python3Packages.buildPythonPackage rec {
+  pname = "rtf-tokenize";
+  version = "1.0.0";
+
+  meta = with lib; {
+    description = "A simple RTF tokenizer";
+    maintainers = with maintainers; [ twey ];
+    license = licenses.gpl2Plus;
+  };
+
+  src = fetchPypi {
+    pname = "rtf_tokenize";
+    inherit version;
+    hash = "sha256-XD3zkNAEeb12N8gjv81v37Id3RuWroFUY95+HtOS1gg=";
+  };
+}
diff --git a/pkgs/top-level/all-packages.nix b/pkgs/top-level/all-packages.nix
index 89f44b0675e72..aac405384dcca 100644
--- a/pkgs/top-level/all-packages.nix
+++ b/pkgs/top-level/all-packages.nix
@@ -31986,7 +31986,7 @@ with pkgs;
 
   plex-mpv-shim = python3Packages.callPackage ../applications/video/plex-mpv-shim { };
 
-  plover = recurseIntoAttrs (libsForQt5.callPackage ../applications/misc/plover { });
+  plover = python3Packages.plover;
 
   plugdata = callPackage ../applications/audio/plugdata { };
 
diff --git a/pkgs/top-level/python-packages.nix b/pkgs/top-level/python-packages.nix
index 1e667c9a029ec..0a784d2819332 100644
--- a/pkgs/top-level/python-packages.nix
+++ b/pkgs/top-level/python-packages.nix
@@ -9892,6 +9892,14 @@ self: super: with self; {
 
   pkg-about = callPackage ../development/python-modules/pkg-about { };
 
+  plover = callPackage ../development/python-modules/plover {
+    inherit (pkgs.libsForQt5) wrapQtAppsHook;
+  };
+
+  plover-last-translation = callPackage ../development/python-modules/plover-last-translation { };
+
+  plover-stroke = callPackage ../development/python-modules/plover-stroke { };
+
   micloud = callPackage ../development/python-modules/micloud { };
 
   mqtt2influxdb = callPackage ../development/python-modules/mqtt2influxdb { };
@@ -13837,6 +13845,8 @@ self: super: with self; {
 
   rstr = callPackage ../development/python-modules/rstr { };
 
+  rtf-tokenize = callPackage ../development/python-modules/rtf-tokenize { };
+
   rtmidi-python = callPackage ../development/python-modules/rtmidi-python {
     inherit (pkgs.darwin.apple_sdk.frameworks) CoreAudio CoreMIDI CoreServices;
   };