diff --git a/.github/workflows/build_and_upload_conda_packages.yaml b/.github/workflows/build_and_upload_conda_packages.yaml
index d0f34f6..0dfb77d 100644
--- a/.github/workflows/build_and_upload_conda_packages.yaml
+++ b/.github/workflows/build_and_upload_conda_packages.yaml
@@ -8,7 +8,7 @@ on:
 
 jobs:
   conda_deployment_with_new_tag:
-    name: Conda deployment of package to platform ${{ matrix.platform }} with Python ${{ matrix.python-version }}
+    name: Conda deployment of package to platform with Python ${{ matrix.python-version }}
     runs-on: ubuntu-latest
     strategy:
       fail-fast: false  # do not cancel all in-progress jobs if any job variation fails
diff --git a/devtools/requirements.yaml b/devtools/requirements.yaml
index 2852516..9529fb0 100644
--- a/devtools/requirements.yaml
+++ b/devtools/requirements.yaml
@@ -34,6 +34,8 @@ docs:
     - sphinx
     - sphinx_rtd_theme
     - sphinxcontrib-bibtex
+    - sphinx-remove-toctrees
+    - sphinx-copybutton
     - myst-nb
     - openmm
     - unyt
@@ -58,4 +60,3 @@ conda-build:
     - conda-build
     - boa
 
-
diff --git a/docs/conf.py b/docs/conf.py
index 15a8905..1021e51 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -62,9 +62,22 @@
     'sphinx.ext.githubpages',
     'sphinxcontrib.bibtex',
     'sphinx.ext.extlinks',
+    'sphinx_remove_toctrees',
+    'sphinx_copybutton',
     'myst_nb'
 ]
 
+# Myst extensions and options
+
+myst_enable_extensions = [
+    'dollarmath',
+    'amsmath'
+]
+
+myst_heading_anchors = 3
+
+# Autosummary options
+
 autosummary_generate = True
 
 # Napoleon settings
@@ -118,6 +131,12 @@
 # The name of the Pygments (syntax highlighting) style to use.
 pygments_style = 'default'
 
+# Remove from toctrees
+remove_from_toctrees = []
+for directory in os.walk('api'):
+    if directory[0].endswith('/autosummary'):
+        remove_from_toctrees.append(directory[0]+'/*')
+
 # -- Options for HTML output -------------------------------------------------
 
 # The theme to use for HTML and HTML Help pages.  See the documentation for