diff --git a/recipes/mne-python/construct.yaml b/recipes/mne-python/construct.yaml
index 55ba731a..2a46282d 100644
--- a/recipes/mne-python/construct.yaml
+++ b/recipes/mne-python/construct.yaml
@@ -57,9 +57,9 @@ channels:
   # TODO: ⛔️ ⛔️ ⛔️ DEV BUILDS STOP: COMMENT OUT BEFORE RELEASE! ⛔️ ⛔️ ⛔️
 specs:
   # Python
-  - python =3.12.4
-  - pip =24.0
-  - conda =24.5.0
+  - python =3.12.5
+  - pip =24.2
+  - conda =24.7.1
   - mamba =1.5.8
   # MNE ecosystem
   # TODO: ⛔️ ⛔️ ⛔️ DEV BUILDS START: CHANGE BEFORE RELEASE! ⛔️ ⛔️ ⛔️
@@ -79,13 +79,13 @@ specs:
   - mne-qt-browser =0.6.3
   - mne-connectivity =0.7.0=*_1
   - mne-faster =1.2
-  - mne-nirs =0.6.0
+  - mne-nirs =0.7.0
   - mne-features =0.3
   - mne-rsa =0.9.1
   - mne-ari =0.1.2
-  - mne-icalabel =0.6.0
+  - mne-icalabel =0.7.0
   - mne-gui-addons =0.1=*_1
-  - mne-lsl =1.4.0
+  - mne-lsl =1.5.0
   - autoreject =0.4.3
   - mne-kit-gui =1.2.0=*_2
   # MRI
@@ -101,7 +101,7 @@ specs:
   - fooof =1.0.0
   # Microstates
   - mne-microstates =0.3.0
-  - pycrostates =0.6.0
+  - pycrostates =0.6.1
   # OpenNeuro.org data access
   - openneuro-py =2024.2.0
   # sleep staging
@@ -118,7 +118,7 @@ specs:
   - eeglabio =0.0.2.post4
   - mffpy =0.9.0
   - openmeeg =2.5.12
-  - python-neo =0.13.1
+  - python-neo =0.13.2
   - nitime =0.10.2
   - snirf =0.8.0
   # <<< END RELATED SOFTWARE LIST >>>
@@ -143,7 +143,7 @@ specs:
   - darkdetect =0.8.0
   - qdarkstyle =3.2.3
   - numba =0.60.0
-  - cython =3.0.10
+  - cython =3.0.11
   # I/O
   - pyxdf =1.16.8
   - openpyxl =3.1.4
@@ -163,26 +163,26 @@ specs:
   - ipympl =0.9.4
   - qtpy =2.4.1
   - seaborn =0.13.2
-  - plotly =5.22.0
+  - plotly =5.23.0
   - vtk =9.3.0=qt*
   - ipywidgets =8.1.3
   - pyvista =0.44.1
   - pyvistaqt =0.11.1
   - trame =3.6.3
-  - trame-vtk =2.8.9
+  - trame-vtk =2.8.10
   - trame-vuetify =2.6.2
   - termcolor =2.4.0
   - defusedxml =0.7.1
   # Development
-  - gh =2.53.0
+  - gh =2.54.0
   - setuptools_scm =8.1.0
-  - pytest =8.3.1
+  - pytest =8.3.2
   - pytest-cov =5.0.0
   - pytest-qt =4.4.0
   - pytest-timeout =2.3.1
-  - pre-commit =3.7.1
-  - ruff =0.5.2
-  - uv =0.2.27
+  - pre-commit =3.8.0
+  - ruff =0.5.7
+  - uv =0.2.34
   - check-manifest =0.49.0
   - codespell =2.3.0
   - py-spy =0.3.14
@@ -191,24 +191,24 @@ specs:
   - twine =5.1.1
   - hatchling =1.25.0
   - hatch-vcs =0.4.0
-  - mypy =1.10.1
-  - towncrier =23.11.0
+  - mypy =1.11.1
+  - towncrier =24.7.1
   - vulture =2.7
   # Doc building
   - numpydoc =1.7.0
   - pydata-sphinx-theme =0.15.4
-  - graphviz =11.0.0
+  - graphviz =12.0.0
   - python-graphviz =0.20.3
-  - selenium =4.23.0
-  - sphinx =7.4.7
-  - sphinx-design =0.6.0
-  - sphinx-gallery =0.17.0
+  - selenium =4.23.1
+  - sphinx =8.0.2  # allow_outdated, sphinx-design not compatible yet
+  - sphinx-design =0.6.1
+  - sphinx-gallery =0.17.1
   - sphinxcontrib-bibtex =2.6.2
   - sphinx-copybutton =0.5.2
   - sphinxcontrib-youtube =1.4.1
   - intersphinx-registry =0.2406.4
   # OS-specific
-  - git =2.45.2  # [win]
+  - git =2.46.0  # [win]
   - make =4.3  # [win]
   - pyobjc-core =10.3.1  # [osx]
   - pyobjc-framework-Cocoa =10.3.1  # [osx]