diff --git a/pkgs/tools/security/whispers/default.nix b/pkgs/development/python-modules/whispers/default.nix
similarity index 70%
rename from pkgs/tools/security/whispers/default.nix
rename to pkgs/development/python-modules/whispers/default.nix
index 07c1f1e707e..02a1b050f91 100644
--- a/pkgs/tools/security/whispers/default.nix
+++ b/pkgs/development/python-modules/whispers/default.nix
@@ -1,20 +1,33 @@
 { lib
+, astroid
+, beautifulsoup4
+, buildPythonPackage
 , fetchFromGitHub
-, python3
+, jproperties
+, luhn
+, lxml
+, pytest-mock
+, pytestCheckHook
+, python-Levenshtein
+, pythonOlder
+, pyyaml
 }:
 
-python3.pkgs.buildPythonApplication rec {
+buildPythonPackage rec {
   pname = "whispers";
   version = "1.5.3";
+  format = "setuptools";
+
+  disabled = pythonOlder "3.7";
 
   src = fetchFromGitHub {
     owner = "Skyscanner";
     repo = pname;
     rev = version;
-    sha256 = "sha256-jruUGyoZCyMu015QKtlvfx5WRMfxo/eYUue9wUIWb6o=";
+    hash = "sha256-jruUGyoZCyMu015QKtlvfx5WRMfxo/eYUue9wUIWb6o=";
   };
 
-  propagatedBuildInputs = with python3.pkgs; [
+  propagatedBuildInputs = [
     astroid
     beautifulsoup4
     jproperties
@@ -24,7 +37,7 @@ python3.pkgs.buildPythonApplication rec {
     pyyaml
   ];
 
-  checkInputs = with python3.pkgs; [
+  checkInputs = [
     pytest-mock
     pytestCheckHook
   ];
diff --git a/pkgs/tools/security/swaggerhole/default.nix b/pkgs/tools/security/swaggerhole/default.nix
new file mode 100644
index 00000000000..8455867b4be
--- /dev/null
+++ b/pkgs/tools/security/swaggerhole/default.nix
@@ -0,0 +1,37 @@
+{ lib
+, fetchFromGitHub
+, python3
+}:
+
+python3.pkgs.buildPythonApplication rec {
+  pname = "swaggerhole";
+  version = "1.1";
+  format = "setuptools";
+
+  src = fetchFromGitHub {
+    owner = "Liodeus";
+    repo = pname;
+    # Source is not tagged at the moment, https://github.com/Liodeus/swaggerHole/issues/2
+    rev = "14846406fbd0f145d71ad51c3b87f383e4afbc3b";
+    hash = "sha256-3HmIpn1A86PXZRL+SqMdr84O16hW1mCUWHKnOVolmx8=";
+  };
+
+  propagatedBuildInputs = with python3.pkgs; [
+    requests
+    whispers
+  ];
+
+  # Project has no tests
+  doCheck = false;
+
+  pythonImportsCheck = [
+    "swaggerhole"
+  ];
+
+  meta = with lib; {
+    description = "Tool to searching for secret on swaggerhub";
+    homepage = "https://github.com/Liodeus/swaggerHole";
+    license = with licenses; [ gpl3Plus ];
+    maintainers = with maintainers; [ fab ];
+  };
+}
diff --git a/pkgs/top-level/all-packages.nix b/pkgs/top-level/all-packages.nix
index 8172605a210..a1548ec7b56 100644
--- a/pkgs/top-level/all-packages.nix
+++ b/pkgs/top-level/all-packages.nix
@@ -10613,6 +10613,8 @@ with pkgs;
 
   swagger-codegen3 = callPackage ../tools/networking/swagger-codegen3 { };
 
+  swaggerhole = callPackage ../tools/security/swaggerhole { };
+
   swapview = callPackage ../os-specific/linux/swapview { };
 
   swtpm = callPackage ../tools/security/swtpm { };
@@ -30394,7 +30396,7 @@ with pkgs;
 
   wafw00f = callPackage ../tools/security/wafw00f { };
 
-  whispers = callPackage ../tools/security/whispers { };
+  whispers = with python3Packages; toPythonApplication whispers;
 
   waon = callPackage ../applications/audio/waon { };
 
diff --git a/pkgs/top-level/python-packages.nix b/pkgs/top-level/python-packages.nix
index 0b4a20c82fc..ba279cd37da 100644
--- a/pkgs/top-level/python-packages.nix
+++ b/pkgs/top-level/python-packages.nix
@@ -10937,6 +10937,8 @@ in {
 
   whisper = callPackage ../development/python-modules/whisper { };
 
+  whispers = callPackage ../development/python-modules/whispers { };
+
   whitenoise = callPackage ../development/python-modules/whitenoise { };
 
   whodap = callPackage ../development/python-modules/whodap { };