diff --git a/poetry.lock b/poetry.lock
index 4ca37da0..029f3ed4 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -984,4 +984,4 @@ test = ["flake8 (>=2.4.0)", "isort (>=4.2.2)", "pytest (>=2.2.3)"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9"
-content-hash = "556ad95b5c952596849c82b210f6e24a0b02f9d5e1461cbc0c564910e2d7e947"
+content-hash = "ac5bd99d673cdfcd48512b6f97ab6cf729a39ba89760c33dc7851749f26a7965"
diff --git a/pyproject.toml b/pyproject.toml
index 1fc1f7d8..d65df5dd 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -9,9 +9,9 @@ repository = "https://github.com/greenbone/troubadix"
 homepage = "https://github.com/greenbone/troubadix"
 
 # Full list: https://pypi.org/pypi?%3Aaction=list_classifiers
-classifiers=[
+classifiers = [
   "Development Status :: 4 - Beta",
-  "License :: OSI Approved :: GNU General Public License v3 or later (GPLv3+)",  # pylint: disable=line-too-long
+  "License :: OSI Approved :: GNU General Public License v3 or later (GPLv3+)", # pylint: disable=line-too-long
   "Environment :: Console",
   "Intended Audience :: Developers",
   "Programming Language :: Python :: 3.9",
@@ -21,10 +21,7 @@ classifiers=[
   "Topic :: Software Development :: Libraries :: Python Modules",
 ]
 
-packages = [
-  { include = "troubadix"},
-  { include = "tests", format = "sdist" },
-]
+packages = [{ include = "troubadix" }, { include = "tests", format = "sdist" }]
 
 [tool.poetry.dependencies]
 python = "^3.9"
@@ -35,7 +32,7 @@ chardet = ">=4,<6"
 validators = "0.20.0"
 gitpython = "^3.1.31"
 charset-normalizer = "^3.2.0"
-tomli = "^2.0.1"
+tomli = { version = "^2.0.1", python = "<3.11" }
 
 [tool.poetry.dev-dependencies]
 autohooks = ">=21.7.0"
diff --git a/troubadix/troubadix.py b/troubadix/troubadix.py
index 2e56c817..de0abed0 100644
--- a/troubadix/troubadix.py
+++ b/troubadix/troubadix.py
@@ -21,7 +21,6 @@
 from pathlib import Path
 from typing import Iterable, List, Tuple
 
-import tomli
 from pontos.terminal import Terminal
 from pontos.terminal.terminal import ConsoleTerminal
 
@@ -31,6 +30,11 @@
 from troubadix.reporter import Reporter
 from troubadix.runner import Runner
 
+try:
+    import tomllib
+except ImportError:
+    import tomli as tomllib
+
 
 def generate_file_list(
     dirs: Iterable[Path],
@@ -167,7 +171,7 @@ def main(args=None):
     # Get the plugins configurations from the external toml file
     try:
         with open(parsed_args.plugins_config_file, "rb") as file:
-            plugins_config = tomli.load(file)
+            plugins_config = tomllib.load(file)
     except FileNotFoundError:
         term.warning(
             f"Config file '{parsed_args.plugins_config_file}' does not exist"