diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index a368421..4ad8024 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -8,7 +8,7 @@ on:
     - '*'
   pull_request:
 env:
-  LATEST_PY_VERSION: '3.12'
+  LATEST_PY_VERSION: '3.13'
 
 jobs:
   tests:
@@ -16,16 +16,18 @@ jobs:
     strategy:
       matrix:
         python-version:
-        - '3.8'
-        - '3.9'
-        - '3.10'
-        - '3.11'
-        - '3.12'
+          - '3.8'
+          - '3.9'
+          - '3.10'
+          - '3.11'
+          - '3.12'
+          - '3.13'
+          # - '3.14.0-alpha.2' wait for pyproj and rasterio wheels to support 3.14
 
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
       - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@v4
+        uses: actions/setup-python@v5
         with:
           python-version: ${{ matrix.python-version }}
 
@@ -60,7 +62,7 @@ jobs:
       - name: Set up Python
         uses: actions/setup-python@v5
         with:
-          python-version: '3.12'
+          python-version: '3.13'
 
       - name: Install dependencies
         run: |
@@ -92,9 +94,9 @@ jobs:
     runs-on: ubuntu-latest
     if: startsWith(github.event.ref, 'refs/tags') || github.event_name == 'release'
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
       - name: Set up Python
-        uses: actions/setup-python@v4
+        uses: actions/setup-python@v5
         with:
           python-version: ${{ env.LATEST_PY_VERSION }}
 
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 16aa6ef..9673c9b 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -4,26 +4,21 @@ repos:
     hooks:
       - id: validate-pyproject
 
-  - repo: https://github.com/psf/black
-    rev: 22.12.0
-    hooks:
-      - id: black
-        language_version: python
-
   - repo: https://github.com/PyCQA/isort
-    rev: 5.12.0
+    rev: 5.13.2
     hooks:
       - id: isort
         language_version: python
 
-  - repo: https://github.com/charliermarsh/ruff-pre-commit
-    rev: v0.0.238
+  - repo: https://github.com/astral-sh/ruff-pre-commit
+    rev: v0.3.5
     hooks:
       - id: ruff
         args: ["--fix"]
+      - id: ruff-format
 
   - repo: https://github.com/pre-commit/mirrors-mypy
-    rev: v1.4.1
+    rev: v1.11.2
     hooks:
       - id: mypy
         language_version: python
diff --git a/CHANGES.md b/CHANGES.md
index d82944c..05432f9 100644
--- a/CHANGES.md
+++ b/CHANGES.md
@@ -1,4 +1,9 @@
 
+## Unreleased
+
+* add python 3.13 support
+* update pyproj dependency version to `>=3.1,<4.0`
+
 ## 6.1.0 (2024-10-17)
 
 * add `_tile_matrices_idx: Dict[str, int]` private attribute to improve `matrices` lookup
diff --git a/morecantile/defaults.py b/morecantile/defaults.py
index d93f52f..a759efc 100644
--- a/morecantile/defaults.py
+++ b/morecantile/defaults.py
@@ -55,7 +55,7 @@ def register(
         """Register TileMatrixSet(s)."""
         for identifier in custom_tms.keys():
             if identifier in self.tms and not overwrite:
-                raise Exception(f"{identifier} is already a registered TMS.")
+                raise InvalidIdentifier(f"{identifier} is already a registered TMS.")
 
         return TileMatrixSets({**self.tms, **custom_tms})
 
diff --git a/morecantile/models.py b/morecantile/models.py
index 84bcd08..9f5f9ab 100644
--- a/morecantile/models.py
+++ b/morecantile/models.py
@@ -510,6 +510,7 @@ def __init__(self, **data):
                 "Could not create coordinate Transformer from input CRS to the given geographic CRS"
                 "some methods might not be available.",
                 UserWarning,
+                stacklevel=1,
             )
             self._to_geographic = None
             self._from_geographic = None
@@ -537,10 +538,8 @@ def is_quadtree(self) -> bool:
     def is_variable(self) -> bool:
         """Check if TMS has variable width matrix."""
         return any(
-            [
-                True if matrix.variableMatrixWidths is not None else False
-                for matrix in self.tileMatrices
-            ]
+            True if matrix.variableMatrixWidths is not None else False
+            for matrix in self.tileMatrices
         )
 
     def __iter__(self):
@@ -800,6 +799,7 @@ def matrix(self, zoom: int) -> TileMatrix:
         warnings.warn(
             f"TileMatrix not found for level: {zoom} - Creating values from TMS Scale.",
             UserWarning,
+            stacklevel=1,
         )
 
         # TODO: what if we want to construct a matrix for a level up ?
@@ -894,6 +894,7 @@ def lnglat(self, x: float, y: float, truncate=False) -> Coords:
             warnings.warn(
                 f"Point ({x}, {y}) is outside TMS bounds {list(self.xy_bbox)}.",
                 PointOutsideTMSBounds,
+                stacklevel=1,
             )
 
         lng, lat = self._to_geographic.transform(x, y)
@@ -913,6 +914,7 @@ def xy(self, lng: float, lat: float, truncate=False) -> Coords:
             warnings.warn(
                 f"Point ({lng}, {lat}) is outside TMS bounds {list(self.bbox)}.",
                 PointOutsideTMSBounds,
+                stacklevel=1,
             )
 
         x, y = self._from_geographic.transform(lng, lat)
@@ -1372,6 +1374,7 @@ def feature(
                 "CRS is no longer part of the GeoJSON specification."
                 "Other projection than EPSG:4326 might not be supported.",
                 UserWarning,
+                stacklevel=1,
             )
             feat.update(
                 {
diff --git a/morecantile/utils.py b/morecantile/utils.py
index 5da80cb..c078861 100644
--- a/morecantile/utils.py
+++ b/morecantile/utils.py
@@ -118,12 +118,10 @@ def is_power_of_two(number: int) -> bool:
 def check_quadkey_support(tms: List) -> bool:
     """Check if a Tile Matrix Set supports quadkeys"""
     return all(
-        [
-            (t.matrixWidth == t.matrixHeight)
-            and is_power_of_two(t.matrixWidth)
-            and ((t.matrixWidth * 2) == tms[i + 1].matrixWidth)
-            for i, t in enumerate(tms[:-1])
-        ]
+        (t.matrixWidth == t.matrixHeight)
+        and is_power_of_two(t.matrixWidth)
+        and ((t.matrixWidth * 2) == tms[i + 1].matrixWidth)
+        for i, t in enumerate(tms[:-1])
     )
 
 
diff --git a/pyproject.toml b/pyproject.toml
index 63d7bb0..609b10a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -17,12 +17,13 @@ classifiers = [
     "Programming Language :: Python :: 3.10",
     "Programming Language :: Python :: 3.11",
     "Programming Language :: Python :: 3.12",
+    "Programming Language :: Python :: 3.13",
     "Topic :: Scientific/Engineering :: GIS",
 ]
 dynamic = ["version"]
 dependencies = [
     "attrs",
-    "pyproj~=3.1",
+    "pyproj>=3.1,<4.0",
     "pydantic~=2.0",
 ]
 
@@ -95,7 +96,7 @@ default_section = "THIRDPARTY"
 [tool.mypy]
 no_strict_optional = true
 
-[tool.ruff]
+[tool.ruff.lint]
 select = [
     "D1",  # pydocstyle errors
     "E",  # pycodestyle errors
@@ -110,7 +111,7 @@ ignore = [
     "B905",  # ignore zip() without an explicit strict= parameter, only support with python >3.10
 ]
 
-[tool.ruff.per-file-ignores]
+[tool.ruff.lint.per-file-ignores]
 "tests/*.py" = ["D1"]
 
 
diff --git a/tests/test_morecantile.py b/tests/test_morecantile.py
index c49f8cc..6530a72 100644
--- a/tests/test_morecantile.py
+++ b/tests/test_morecantile.py
@@ -43,7 +43,7 @@ def test_register():
     assert "MyCustomGrid3031" in defaults.list()
 
     # Check it will raise an exception if TMS is already registered
-    with pytest.raises(Exception):
+    with pytest.raises(InvalidIdentifier):
         defaults = defaults.register({"MyCustomGrid3031": tms})
 
     # Do not raise is overwrite=True