diff --git a/analyzer/codechecker_analyzer/analyzer_context.py b/analyzer/codechecker_analyzer/analyzer_context.py
index 7fd15a8a8a..082c508a20 100644
--- a/analyzer/codechecker_analyzer/analyzer_context.py
+++ b/analyzer/codechecker_analyzer/analyzer_context.py
@@ -10,8 +10,7 @@
 """
 
 
-# pylint: disable=deprecated-module
-from distutils.spawn import find_executable
+from shutil import which
 from argparse import ArgumentTypeError
 
 import os
@@ -104,7 +103,7 @@ def __parse_cc_analyzer_bin(self):
                     had_error = True
                     continue
 
-                resolved_path = find_executable(path)
+                resolved_path = which(path)
 
                 if not os.path.isfile(resolved_path):
                     LOG.error(f"'{path}' is not a path to an analyzer binary "
@@ -219,7 +218,7 @@ def __populate_analyzers(self):
                     self._data_files_dir_path, value)
             else:
                 env_path = analyzer_env['PATH'] if analyzer_env else None
-                compiler_binary = find_executable(value, env_path)
+                compiler_binary = which(cmd=value, path=env_path)
                 if not compiler_binary:
                     LOG.debug("'%s' binary can not be found in your PATH!",
                               value)
@@ -242,7 +241,7 @@ def __populate_replacer(self):
             self.__replacer = os.path.join(self._data_files_dir_path,
                                            replacer_binary)
         else:
-            self.__replacer = find_executable(replacer_binary)
+            self.__replacer = which(replacer_binary)
 
     @property
     def version(self):
diff --git a/analyzer/codechecker_analyzer/analyzers/cppcheck/analyzer.py b/analyzer/codechecker_analyzer/analyzers/cppcheck/analyzer.py
index cc4e187c89..4977462be3 100644
--- a/analyzer/codechecker_analyzer/analyzers/cppcheck/analyzer.py
+++ b/analyzer/codechecker_analyzer/analyzers/cppcheck/analyzer.py
@@ -10,9 +10,7 @@
 """
 
 from collections import defaultdict
-# TODO distutils will be removed in python3.12
-# pylint: disable=deprecated-module
-from distutils.version import StrictVersion
+from packaging.version import Version
 from pathlib import Path
 import os
 import pickle
@@ -347,7 +345,7 @@ def is_binary_version_incompatible(cls, environ):
 
         # The analyzer version should be above 1.80 because '--plist-output'
         # argument was introduced in this release.
-        if StrictVersion(analyzer_version) >= StrictVersion("1.80"):
+        if Version(analyzer_version) >= Version("1.80"):
             return None
 
         return "CppCheck binary found is too old at " \
diff --git a/analyzer/codechecker_analyzer/analyzers/gcc/analyzer.py b/analyzer/codechecker_analyzer/analyzers/gcc/analyzer.py
index 6ec23aa7fd..f8814be82e 100644
--- a/analyzer/codechecker_analyzer/analyzers/gcc/analyzer.py
+++ b/analyzer/codechecker_analyzer/analyzers/gcc/analyzer.py
@@ -6,9 +6,7 @@
 #
 # -------------------------------------------------------------------------
 from collections import defaultdict
-# TODO distutils will be removed in python3.12
-# pylint: disable=deprecated-module
-from distutils.version import StrictVersion
+from packaging.version import Version
 import os
 import pickle
 import shlex
@@ -201,7 +199,7 @@ def is_binary_version_incompatible(cls, environ):
         # The analyzer version should be above 13.0.0 because the
         # '-fdiagnostics-format=sarif-file' argument was introduced in this
         # release.
-        if analyzer_version >= StrictVersion("13.0.0"):
+        if Version(analyzer_version) >= Version("13.0.0"):
             return None
 
         return f"GCC binary found is too old at v{analyzer_version.strip()}; "\
diff --git a/analyzer/codechecker_analyzer/buildlog/log_parser.py b/analyzer/codechecker_analyzer/buildlog/log_parser.py
index 402c456228..7da28f4974 100644
--- a/analyzer/codechecker_analyzer/buildlog/log_parser.py
+++ b/analyzer/codechecker_analyzer/buildlog/log_parser.py
@@ -8,8 +8,7 @@
 
 
 from collections import namedtuple
-# pylint: disable=deprecated-module
-from distutils.spawn import find_executable
+from shutil import which
 from enum import Enum
 from pathlib import Path
 
@@ -342,7 +341,7 @@ def cpp():
     def is_executable_compiler(compiler):
         if compiler not in ImplicitCompilerInfo.compiler_isexecutable:
             ImplicitCompilerInfo.compiler_isexecutable[compiler] = \
-                find_executable(compiler) is not None
+                which(compiler) is not None
 
         return ImplicitCompilerInfo.compiler_isexecutable[compiler]
 
diff --git a/analyzer/requirements.txt b/analyzer/requirements.txt
index 1fbcd0c57e..b32e65ea8a 100644
--- a/analyzer/requirements.txt
+++ b/analyzer/requirements.txt
@@ -5,3 +5,4 @@ PyYAML==6.0.1
 types-PyYAML==6.0.12.12
 sarif-tools==1.0.0
 multiprocess==0.70.15
+setuptools==70.2.0
\ No newline at end of file
diff --git a/analyzer/tests/functional/fixit/test_fixit.py b/analyzer/tests/functional/fixit/test_fixit.py
index 0e85ca2751..8ee0ebe2a4 100644
--- a/analyzer/tests/functional/fixit/test_fixit.py
+++ b/analyzer/tests/functional/fixit/test_fixit.py
@@ -21,8 +21,7 @@
 import time
 import unittest
 
-# pylint: disable=deprecated-module
-from distutils.spawn import find_executable
+from shutil import which
 
 from libtest import env
 
@@ -71,7 +70,7 @@ def teardown_method(self, _):
         if os.path.isdir(self.report_dir):
             shutil.rmtree(self.report_dir)
 
-    @unittest.skipIf(find_executable('clang-apply-replacements') is None,
+    @unittest.skipIf(which('clang-apply-replacements') is None,
                      "clang-apply-replacements clang tool must be available "
                      "in the environment.")
     def test_fixit_list(self):
@@ -167,7 +166,7 @@ def test_fixit_list(self):
             self.assertIn("v.empty()", new_source_file)
             self.assertNotIn("v.size()", new_source_file)
 
-    @unittest.skipIf(find_executable('clang-apply-replacements') is None,
+    @unittest.skipIf(which('clang-apply-replacements') is None,
                      "clang-apply-replacements clang tool must be available "
                      "in the environment.")
     def test_fixit_file_modification(self):
@@ -255,7 +254,7 @@ def test_fixit_file_modification(self):
         self.assertIn('Skipped files due to modification since last analysis',
                       err)
 
-    @unittest.skipIf(find_executable('clang-apply-replacements') is None,
+    @unittest.skipIf(which('clang-apply-replacements') is None,
                      "clang-apply-replacements clang tool must be available "
                      "in the environment.")
     def test_fixit_by_diff(self):
@@ -353,7 +352,7 @@ def test_fixit_by_diff(self):
         print('\n' + out + '\n')
         self.assertEqual(out.count("DiagnosticMessage"), 1)
 
-    @unittest.skipIf(find_executable('clang-apply-replacements') is None,
+    @unittest.skipIf(which('clang-apply-replacements') is None,
                      "clang-apply-replacements clang tool must be available "
                      "in the environment.")
     def test_fixit_apply_failure(self):
diff --git a/analyzer/tests/functional/z3/test_z3.py b/analyzer/tests/functional/z3/test_z3.py
index 5dd223b322..da2c17fea7 100644
--- a/analyzer/tests/functional/z3/test_z3.py
+++ b/analyzer/tests/functional/z3/test_z3.py
@@ -10,8 +10,7 @@
 """ Z3 feature test.  """
 
 
-# pylint: disable=deprecated-module
-from distutils import util
+from codechecker_common.util import strtobool
 import os
 import shutil
 import unittest
@@ -117,8 +116,9 @@ def setup_method(self, _):
 
         if not self.z3_capable:
             try:
-                self.z3_capable = bool(util.strtobool(
-                    os.environ['CC_TEST_FORCE_Z3_CAPABLE']))
+                self.z3_capable = strtobool(
+                    os.environ['CC_TEST_FORCE_Z3_CAPABLE']
+                )
             except (ValueError, KeyError):
                 pass
 
diff --git a/analyzer/tests/libtest/codechecker.py b/analyzer/tests/libtest/codechecker.py
index 31f485ebe6..77b35cebfd 100644
--- a/analyzer/tests/libtest/codechecker.py
+++ b/analyzer/tests/libtest/codechecker.py
@@ -14,8 +14,7 @@
 import shlex
 import subprocess
 
-# pylint: disable=deprecated-module
-from distutils import util
+from codechecker_common.util import strtobool
 
 from codechecker_analyzer import host_check
 
@@ -137,8 +136,7 @@ def check_force_ctu_capable(is_capable):
     """
     if not is_capable:
         try:
-            return bool(util.strtobool(
-                os.environ['CC_TEST_FORCE_CTU_CAPABLE']))
+            return strtobool(os.environ['CC_TEST_FORCE_CTU_CAPABLE'])
         except (ValueError, KeyError):
             pass
 
diff --git a/analyzer/tests/unit/test_checker_handling.py b/analyzer/tests/unit/test_checker_handling.py
index d506cbe1a8..1d62348d76 100644
--- a/analyzer/tests/unit/test_checker_handling.py
+++ b/analyzer/tests/unit/test_checker_handling.py
@@ -11,8 +11,7 @@
 """
 
 
-# pylint: disable=deprecated-module
-from distutils import util
+from codechecker_common.util import strtobool
 import os
 import re
 import tempfile
@@ -260,8 +259,9 @@ def f(checks, checkers):
 
         # Test if statisticsbased checkers are enabled by --stats flag
         # by default.
-        stats_capable = bool(util.strtobool(
-            os.environ.get('CC_TEST_FORCE_STATS_CAPABLE', 'False')))
+        stats_capable = strtobool(
+            os.environ.get('CC_TEST_FORCE_STATS_CAPABLE', 'False')
+        )
 
         if stats_capable:
             cfg_handler = ClangSA.construct_config_handler(
diff --git a/codechecker_common/util.py b/codechecker_common/util.py
index 3d0e88455b..e389b8d1a0 100644
--- a/codechecker_common/util.py
+++ b/codechecker_common/util.py
@@ -107,3 +107,8 @@ def path_for_fake_root(full_path: str, root_path: str = '/') -> str:
     relative_path = os.path.relpath(full_path, '/')
     fake_root_path = os.path.join(root_path, relative_path)
     return os.path.realpath(fake_root_path)
+
+
+def strtobool(value: str) -> bool:
+    """Parse a string value to a boolean."""
+    return value.lower() in ('y', 'yes', 't', 'true', 'on', '1')
diff --git a/tools/tu_collector/tu_collector/tu_collector.py b/tools/tu_collector/tu_collector/tu_collector.py
index dce07a088b..04fa784442 100755
--- a/tools/tu_collector/tu_collector/tu_collector.py
+++ b/tools/tu_collector/tu_collector/tu_collector.py
@@ -28,7 +28,7 @@
 import subprocess
 import sys
 import zipfile
-from distutils.spawn import find_executable
+from shutil import which
 
 from pathlib import Path
 from typing import Iterable, Iterator, List, Optional, Set, Tuple, Union
@@ -114,7 +114,7 @@ def __determine_compiler(gcc_command: List[str]) -> str:
     files or environment variables.
     """
     if gcc_command[0].endswith('ccache'):
-        if find_executable(gcc_command[1]) is not None:
+        if which(gcc_command[1]) is not None:
             return gcc_command[1]
 
     return gcc_command[0]
diff --git a/web/tests/functional/statistics/test_statistics.py b/web/tests/functional/statistics/test_statistics.py
index 03c49733f5..61e3c08e86 100644
--- a/web/tests/functional/statistics/test_statistics.py
+++ b/web/tests/functional/statistics/test_statistics.py
@@ -10,8 +10,7 @@
 """ statistics collector feature test.  """
 
 
-# pylint: disable=deprecated-module
-from distutils import util
+from codechecker_common.util import strtobool
 import os
 import shutil
 import sys
@@ -120,8 +119,9 @@ def setup_method(self, _):
 
         if not self.stats_capable:
             try:
-                self.stats_capable = bool(util.strtobool(
-                    os.environ['CC_TEST_FORCE_STATS_CAPABLE']))
+                self.stats_capable = strtobool(
+                    os.environ['CC_TEST_FORCE_STATS_CAPABLE']
+                )
             except (ValueError, KeyError):
                 pass