diff --git a/.bumpversion.cfg b/.bumpversion.cfg
deleted file mode 100644
index 8a50f0e5..00000000
--- a/.bumpversion.cfg
+++ /dev/null
@@ -1,9 +0,0 @@
-[bumpversion]
-current_version = 6.6.1
-commit = True
-tag = True
-tag_name = {new_version}
-
-[bumpversion:file:rio_tiler/__init__.py]
-search = __version__ = "{current_version}"
-replace = __version__ = "{new_version}"
diff --git a/pyproject.toml b/pyproject.toml
index 3cf8a9cf..88462118 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -58,6 +58,7 @@ tilebench = [
 
 dev = [
     "pre-commit",
+    "bump-my-version",
 ]
 s3 = [
     "boto3",
@@ -150,3 +151,17 @@ ignore = [
 
 [tool.ruff.lint.mccabe]
 max-complexity = 14
+
+[tool.bumpversion]
+current_version = "6.6.1"
+search = "{current_version}"
+replace = "{new_version}"
+regex = false
+tag = true
+commit = true
+tag_name = "{new_version}"
+
+[[tool.bumpversion.files]]
+filename = "rio_tiler/__init__.py"
+search = '__version__ = "{current_version}"'
+replace = '__version__ = "{new_version}"'