diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index b3f1025..8126f14 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -14,17 +14,11 @@ jobs:
         with:
           fetch-depth: 0
       - uses: actions/setup-python@v5
-      - run: pip install pre-commit-mirror-maker
+      - name: Set up uv
+        run: curl -LsSf https://astral.sh/uv/install.sh | sh
       - run: git config user.name 'Github Actions'
       - run: git config user.email '41898282+github-actions[bot]@users.noreply.github.com'
-      - run: |
-          pre-commit-mirror . \ 
-            --description="A TOML toolkit written in Rust" \
-            --entry="taplo format" \
-            --id=taplo \
-            --language=python \
-            --package-name=taplo \
-            --types=toml
+      - run: uv run --no-project .github/workflows/update.py
       - run: |
           git remote set-url origin https://x-access-token:${{ secrets.PAT }}@github.com/${{ github.repository }}
           for tag in $(git tag); do
diff --git a/.github/workflows/update.py b/.github/workflows/update.py
new file mode 100644
index 0000000..bea6bc0
--- /dev/null
+++ b/.github/workflows/update.py
@@ -0,0 +1,100 @@
+"""Run with https://docs.astral.sh/uv/guides/scripts:
+
+.. code-block:: shell
+    uv run --no-project .github/workflows/update.py
+"""
+# /// script
+# requires-python = ">=3.9"
+# dependencies = [
+#     "packaging",
+#     "tomlkit",
+# ]
+# ///
+
+import json
+import subprocess
+import urllib.request
+from pathlib import Path
+
+import tomlkit
+from packaging import requirements, version
+
+REPO_DIR = Path(__file__).parent.parent.parent.absolute()
+
+
+def main() -> int:
+    git_tags = set(get_existing_tags())
+    pypi_versions = set(get_package_versions("taplo"))
+    pypi_tags = {f"v{t}" for t in pypi_versions}
+    missing_tags = pypi_tags - git_tags
+    if not missing_tags:
+        print("No new versions found")
+        return 0
+    for tag in sorted(missing_tags):
+        print(f"Updating to {tag}")
+        update_files(tag)
+        stage_commit_and_tag(tag)
+    return 0
+
+
+def get_existing_tags() -> list[str]:
+    tags = git("tag", "--list").splitlines()
+    return sorted(t for t in tags if t.startswith("v"))
+
+
+def get_package_versions(package_name: str) -> list[str]:
+    # https://github.com/pre-commit/pre-commit-mirror-maker/blob/6d69b0e/pre_commit_mirror_maker/languages.py#L23-L27
+    pypi_name = requirements.Requirement(package_name).name
+    url = f"https://pypi.org/pypi/{pypi_name}/json"
+    response = json.load(urllib.request.urlopen(url))
+    return sorted(response["releases"], key=lambda k: version.parse(k))
+
+
+def update_files(new_tag: str) -> None:
+    with open(REPO_DIR / "pyproject.toml") as f:
+        pyproject = tomlkit.parse(f.read())
+    current_version = _get_current_taplo_version(pyproject)
+    new_version = _to_version(new_tag)
+    _replace_in_pyproject(pyproject, new_version)
+    _replace_in_readme(
+        current_tag=f"v{current_version}",
+        new_tag=new_tag,
+    )
+
+
+def _get_current_taplo_version(pyproject: tomlkit.TOMLDocument) -> str:
+    dependencies: list[str] = pyproject["project"]["dependencies"]
+    return dependencies[0].split("==")[1]
+
+
+def _to_version(tag: str) -> str:
+    return tag.replace("v", "", 1)
+
+
+def _replace_in_pyproject(pyproject: tomlkit.TOMLDocument, new_version: str) -> None:
+    pyproject["project"]["dependencies"] = [f"taplo=={new_version}"]
+    with open(REPO_DIR / "pyproject.toml", "w") as f:
+        tomlkit.dump(pyproject, f)
+
+
+def _replace_in_readme(current_tag: str, new_tag: str) -> None:
+    with open(REPO_DIR / "README.md") as f:
+        readme = f.read()
+    new_readme = readme.replace(current_tag, new_tag)
+    with open(REPO_DIR / "README.md", "w") as f:
+        f.write(new_readme)
+
+
+def stage_commit_and_tag(tag: str) -> None:
+    git("add", "pyproject.toml", "README.md")
+    git("commit", "-m", f"MAINT: upgrade to to taplo {tag}")
+    git("tag", tag)
+
+
+def git(*cmd: str) -> str:
+    output = subprocess.check_output(("git", "-C", REPO_DIR) + cmd)
+    return output.decode()
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())
diff --git a/.version b/.version
deleted file mode 100644
index 965065d..0000000
--- a/.version
+++ /dev/null
@@ -1 +0,0 @@
-0.9.3
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..cc58025
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,5 @@
+[project]
+dependencies = ["taplo==0.9.3"]
+name = "pre_commit_placeholder_package"
+requires-python = ">=3.8"
+version = "0.0.0"
diff --git a/setup.py b/setup.py
deleted file mode 100644
index 71dc54e..0000000
--- a/setup.py
+++ /dev/null
@@ -1,10 +0,0 @@
-from __future__ import annotations
-
-from setuptools import setup
-
-
-setup(
-    name='pre_commit_placeholder_package',
-    version='0.0.0',
-    install_requires=['taplo==0.9.3'],
-)