diff --git a/.github/workflows/ci-flatpak.yml b/.github/workflows/ci-flatpak.yml
index 29dae1822..e7c9b4025 100644
--- a/.github/workflows/ci-flatpak.yml
+++ b/.github/workflows/ci-flatpak.yml
@@ -60,7 +60,7 @@ jobs:
         id: python
         uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405  # v6.2.0
         with:
-          python-version: '3.12'
+          python-version: '3.14'
 
       - name: Setup Dependencies Linux Flatpak
         run: |
diff --git a/.github/workflows/ci-freebsd.yml b/.github/workflows/ci-freebsd.yml
index d510bf303..d39189dc3 100644
--- a/.github/workflows/ci-freebsd.yml
+++ b/.github/workflows/ci-freebsd.yml
@@ -114,7 +114,7 @@ jobs:
               ftp/curl \
               graphics/libdrm \
               graphics/wayland \
-              lang/python312 \
+              lang/python314 \
               multimedia/libva \
               multimedia/pipewire \
               net/miniupnpc \
@@ -133,13 +133,13 @@ jobs:
             ln -s /usr/local/bin/bash /bin/bash
 
             # setup python
-            ln -s /usr/local/bin/python3.12 /usr/local/bin/python
+            ln -s /usr/local/bin/python3.14 /usr/local/bin/python
             python -m ensurepip
           release: ${{ matrix.bsd_release }}
           run: |
             set -e
             # install gcvor
-            python -m pip install gcovr
+            python -m pip install "./scripts[test]"
 
             # fix git safe.directory issues
             git config --global --add safe.directory "*"
diff --git a/.github/workflows/ci-linux.yml b/.github/workflows/ci-linux.yml
index 3d2969576..59f928936 100644
--- a/.github/workflows/ci-linux.yml
+++ b/.github/workflows/ci-linux.yml
@@ -62,7 +62,7 @@ jobs:
         id: python
         uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405  # v6.2.0
         with:
-          python-version: '3.11'
+          python-version: '3.14'
 
       - name: Build latest libva
         env:
@@ -181,7 +181,7 @@ jobs:
           (steps.test.outcome == 'success' || steps.test.outcome == 'failure')
         working-directory: build
         run: |
-          ${{ steps.python.outputs.python-path }} -m pip install gcovr
+          ${{ steps.python.outputs.python-path }} -m pip install "../scripts[test]"
           ${{ steps.python.outputs.python-path }} -m gcovr --gcov-executable "gcov-${GCC_VERSION}" . -r ../src \
             --exclude-noncode-lines \
             --exclude-throw-branches \
diff --git a/.github/workflows/ci-windows.yml b/.github/workflows/ci-windows.yml
index 4be28cf0d..23be124d3 100644
--- a/.github/workflows/ci-windows.yml
+++ b/.github/workflows/ci-windows.yml
@@ -173,7 +173,7 @@ jobs:
         id: setup-python
         uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405  # v6.2.0
         with:
-          python-version: '3.11'
+          python-version: '3.14'
 
       - name: Python Path
         id: python-path
@@ -258,7 +258,7 @@ jobs:
         shell: msys2 {0}
         working-directory: build
         run: |
-          ${{ steps.python-path.outputs.python-path }} -m pip install gcovr
+          ${{ steps.python-path.outputs.python-path }} -m pip install "../scripts[test]"
           ${{ steps.python-path.outputs.python-path }} -m gcovr . -r ../src \
             --exclude-noncode-lines \
             --exclude-throw-branches \
diff --git a/.github/workflows/localize.yml b/.github/workflows/localize.yml
index ae115c9bf..f7eae8553 100644
--- a/.github/workflows/localize.yml
+++ b/.github/workflows/localize.yml
@@ -25,16 +25,16 @@ jobs:
       - name: Checkout
         uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd  # v6.0.2
 
-      - name: Install Python 3.9
+      - name: Install Python
         uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405  # v6.2.0
         with:
-          python-version: '3.9'
+          python-version: '3.14'
 
-      - name: Set up Python 3.9 Dependencies
+      - name: Set up Python Dependencies
+        working-directory: scripts
         run: |
-          cd ./scripts
           python -m pip install --upgrade pip setuptools
-          python -m pip install -r requirements.txt
+          python -m pip install ".[locale]"
 
       - name: Set up xgettext
         run: |
diff --git a/docs/contributing.md b/docs/contributing.md
index bce3a6289..a69cd25fe 100644
--- a/docs/contributing.md
+++ b/docs/contributing.md
@@ -127,9 +127,15 @@ any of the following paths are modified.
 - 'src/**'
 ```
 
-When testing locally it may be desirable to manually extract, initialize, update, and compile strings. Python is
-required for this, along with the python dependencies in the `./scripts/requirements.txt` file. Additionally,
-[xgettext](https://www.gnu.org/software/gettext) must be installed.
+When testing locally, it may be desirable to manually extract, initialize, update, and compile strings. Python is
+required for this, along with the python dependencies in the `./scripts/pyproject.toml` file. You can install this with
+the following command.
+
+```bash
+python -m pip install "./scripts[locale]"
+```
+
+Additionally, [xgettext](https://www.gnu.org/software/gettext) must be installed.
 
 * Extract, initialize, and update
   ```bash
diff --git a/scripts/pyproject.toml b/scripts/pyproject.toml
new file mode 100644
index 000000000..5b8c574a8
--- /dev/null
+++ b/scripts/pyproject.toml
@@ -0,0 +1,34 @@
+[build-system]
+requires = ["setuptools", "wheel"]
+build-backend = "setuptools.build_meta"
+
+[project]
+name = "Sunshine"
+dynamic = ["version"]
+description = "Helper scripts for Sunshine"
+requires-python = ">=3.14"
+license = {text = "GPL-3.0-only"}
+authors = [
+    {name = "LizardByte", email = "lizardbyte@users.noreply.github.com"}
+]
+
+dependencies = []
+
+[project.optional-dependencies]
+lint = [
+    "clang-format==20.*",
+    "flake8==7.3.0",
+]
+
+locale = [
+    "Babel==2.18.0",
+]
+
+test = [
+    "gcovr==8.6",
+]
+
+[project.urls]
+Homepage = "https://app.lizardbyte.dev/Sunshine"
+Repository = "https://github.com/LizardByte/Sunshine"
+Issues = "https://github.com/LizardByte/Sunshine/issues"
diff --git a/scripts/requirements.txt b/scripts/requirements.txt
deleted file mode 100644
index 7375eb80f..000000000
--- a/scripts/requirements.txt
+++ /dev/null
@@ -1,2 +0,0 @@
-Babel==2.18.0
-clang-format==20.*