diff --git a/CONTRIBUTING.rst b/CONTRIBUTING.rst
index 50332de9e..9361fe1f7 100644
--- a/CONTRIBUTING.rst
+++ b/CONTRIBUTING.rst
@@ -191,7 +191,7 @@ browser
     coverage html
     firefox htmlcov/index.html
 
-.. _codecov: https://codecov.io/gh/lab-cosmo/metatensor
+.. _codecov: https://codecov.io/gh/metatensor/featomic
 
 Writing your own calculator
 ---------------------------
diff --git a/docs/src/explanations/concepts.rst b/docs/src/explanations/concepts.rst
index c253bfd26..b34b0bfaa 100644
--- a/docs/src/explanations/concepts.rst
+++ b/docs/src/explanations/concepts.rst
@@ -67,7 +67,7 @@ After using a calculator on one or multiple systems, users will get the
 numerical representation of their atomic systems in a ``descriptor`` object.
 Featomic uses `metatensor`_ ``TensorMap`` type when returning descriptors.
 
-.. _metatensor: https://lab-cosmo.github.io/metatensor/
+.. _metatensor: https://docs.metatensor.org
 
 A ``TensorMap`` can be seen as a dictionary mapping some keys to a set of data
 blocks. Each block contains both data (and gradients) arrays — i.e.
diff --git a/docs/src/get-started/featomic.rst b/docs/src/get-started/featomic.rst
index 284b06c5f..b38aaf162 100644
--- a/docs/src/get-started/featomic.rst
+++ b/docs/src/get-started/featomic.rst
@@ -21,4 +21,4 @@ representation but supports several:
 
 .. _DScribe: https://singroup.github.io/dscribe/
 .. _QUIP: https://www.libatoms.org
-.. _metatensor: https://lab-cosmo.github.io/metatensor/
+.. _metatensor: https://docs.metatensor.org
diff --git a/docs/src/get-started/installation.rst b/docs/src/get-started/installation.rst
index 910953c70..7ddb2b840 100644
--- a/docs/src/get-started/installation.rst
+++ b/docs/src/get-started/installation.rst
@@ -121,7 +121,7 @@ For usage from C++
 
 .. code-block:: bash
 
-    git clone https://github.com/lab-cosmo/featomic
+    git clone https://github.com/metatensor/featomic
     cd featomic/featomic-torch
     mkdir build && cd build
     cmake ..
@@ -164,5 +164,5 @@ Other useful configuration options are:
 |                                        | install metatensor-torch?                     |                |
 +----------------------------------------+-----------------------------------------------+----------------+
 
-.. _C++ interface of metatensor: https://lab-cosmo.github.io/metatensor/latest/get-started/installation.html#installing-the-c-and-c-library
-.. _TorchScript interface of metatensor: https://lab-cosmo.github.io/metatensor/latest/get-started/installation.html#for-usage-from-c
+.. _C++ interface of metatensor: https://docs.metatensor.org/latest/get-started/installation.html#installing-the-c-and-c-library
+.. _TorchScript interface of metatensor: https://docs.metatensor.org/latest/get-started/installation.html#for-usage-from-c
diff --git a/featomic-torch/CMakeLists.txt b/featomic-torch/CMakeLists.txt
index 9c3e029fa..cd42efcf7 100644
--- a/featomic-torch/CMakeLists.txt
+++ b/featomic-torch/CMakeLists.txt
@@ -125,7 +125,7 @@ set(REQUIRED_METATENSOR_TORCH_VERSION "0.7")
 if (FEATOMIC_TORCH_FETCH_METATENSOR_TORCH)
     message(STATUS "Fetching metatensor-torch from github")
 
-    set(URL_ROOT "https://github.com/lab-cosmo/metatensor/releases/download")
+    set(URL_ROOT "https://github.com/metatensor/metatensor/releases/download")
     include(FetchContent)
     FetchContent_Declare(
         metatensor_torch
diff --git a/featomic/CMakeLists.txt b/featomic/CMakeLists.txt
index b98d57c3f..05fa4e159 100644
--- a/featomic/CMakeLists.txt
+++ b/featomic/CMakeLists.txt
@@ -251,7 +251,7 @@ if (FEATOMIC_FETCH_METATENSOR)
     message(STATUS "Fetching metatensor-core from github")
 
     include(FetchContent)
-    set(URL_ROOT "https://github.com/lab-cosmo/metatensor/releases/download")
+    set(URL_ROOT "https://github.com/metatensor/metatensor/releases/download")
     FetchContent_Declare(
         metatensor
         URL      ${URL_ROOT}/metatensor-core-v${METATENSOR_FETCH_VERSION}/metatensor-core-cxx-${METATENSOR_FETCH_VERSION}.tar.gz
diff --git a/python/featomic/examples/first-calculation.py b/python/featomic/examples/first-calculation.py
index 759756fb2..169b7552b 100644
--- a/python/featomic/examples/first-calculation.py
+++ b/python/featomic/examples/first-calculation.py
@@ -123,7 +123,7 @@
 # The descriptor format is a :class:`metatensor.TensorMap` object. Metatensor is
 # like numpy for storing representations of atomistic ML data. Extensive details
 # on the metatensor are covered in the `corresponding documentation
-# <https://lab-cosmo.github.io/metatensor/>`_.
+# <https://docs.metatensor.org>`_.
 #
 # We will now have a look at how the data is stored inside
 # :class:`metatensor.TensorMap` objects.