diff --git a/build-scripts/env.js b/build-scripts/env.js
index 1320c137dd..b12f20582f 100644
--- a/build-scripts/env.js
+++ b/build-scripts/env.js
@@ -26,8 +26,8 @@ module.exports = {
   },
   version() {
     const version = fs
-      .readFileSync(path.resolve(paths.polymer_dir, "setup.cfg"), "utf8")
-      .match(/version\W+=\W(\d{8}\.\d)/);
+      .readFileSync(path.resolve(paths.polymer_dir, "pyproject.toml"), "utf8")
+      .match(/version\W+=\W"(\d{8}\.\d)"/);
     if (!version) {
       throw Error("Version not found");
     }
diff --git a/pyproject.toml b/pyproject.toml
index cad8f17be0..d271b65f99 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,3 +1,30 @@
 [build-system]
-requires = ["setuptools~=60.5", "wheel~=0.37.1"]
+requires = ["setuptools~=62.3", "wheel~=0.37.1"]
 build-backend = "setuptools.build_meta"
+
+[project]
+name         = "home-assistant-frontend"
+version      = "20220524.0"
+license      = {text = "Apache-2.0"}
+description  = "The Home Assistant frontend"
+readme       = "README.md"
+authors      = [
+    {name = "The Home Assistant Authors", email = "hello@home-assistant.io"}
+]
+requires-python = ">=3.4.0"
+
+[project.urls]
+"Homepage" = "https://github.com/home-assistant/frontend"
+
+[tool.setuptools]
+platforms = ["any"]
+zip-safe  = false
+include-package-data = true
+
+[tool.setuptools.packages.find]
+include = ["hass_frontend*"]
+
+[tool.mypy]
+python_version = 3.4
+show_error_codes = true
+strict = true
diff --git a/script/version_bump.js b/script/version_bump.js
index 74fc3770e0..7796f1451a 100755
--- a/script/version_bump.js
+++ b/script/version_bump.js
@@ -50,14 +50,14 @@ async function main(args) {
     return;
   }
 
-  const setup = fs.readFileSync("setup.cfg", "utf8");
-  const version = setup.match(/\d{8}\.\d+/)[0];
+  const setup = fs.readFileSync("pyproject.toml", "utf8");
+  const version = setup.match(/version\W+=\W"(\d{8}\.\d)"/)[1];
   const newVersion = method(version);
 
   console.log("Current version:", version);
   console.log("New version:", newVersion);
 
-  fs.writeFileSync("setup.cfg", setup.replace(version, newVersion), "utf-8");
+  fs.writeFileSync("pyproject.toml", setup.replace(version, newVersion), "utf-8");
 
   if (!commit) {
     return;
diff --git a/setup.cfg b/setup.cfg
deleted file mode 100644
index 951f1a8274..0000000000
--- a/setup.cfg
+++ /dev/null
@@ -1,26 +0,0 @@
-[metadata]
-name         = home-assistant-frontend
-version      = 20220524.0
-author       = The Home Assistant Authors
-author_email = hello@home-assistant.io
-license      = Apache-2.0
-platforms    = any
-description  = The Home Assistant frontend
-long_description = file: README.md
-long_description_content_type = text/markdown
-url          = https://github.com/home-assistant/frontend
-
-[options]
-packages = find:
-zip_safe = False
-include_package_data = True
-python_requires = >= 3.4.0
-
-[options.packages.find]
-include =
-    hass_frontend*
-
-[mypy]
-python_version = 3.4
-show_error_codes = True
-strict = True