diff --git a/.github/workflows/test_and_deploy.yml b/.github/workflows/test_and_deploy.yml
index df170bdf..6e170d14 100644
--- a/.github/workflows/test_and_deploy.yml
+++ b/.github/workflows/test_and_deploy.yml
@@ -20,7 +20,7 @@ jobs:
       fail-fast: false
       matrix:
         platform: [ubuntu-latest, macos-latest, windows-latest]
-        python-version: ['3.8', '3.9', '3.10']
+        python-version: ['3.8', '3.9', '3.10', '3.11']
 
     steps:
       - uses: actions/checkout@v3
diff --git a/README.md b/README.md
index 855c4991..e4551d23 100644
--- a/README.md
+++ b/README.md
@@ -15,32 +15,7 @@ A plugin to create Matplotlib plots from napari layers
 ## Introduction
 `napari-matplotlib` is a bridge between `napari` and `matplotlib`, making it easy to create publication quality `Matplotlib` plots based on the data loaded in `napari` layers.
 
-## Available widgets
-
-### `Slice`
-Plots 1D slices of data along a specified axis.
-![](https://raw.githubusercontent.com/matplotlib/napari-matplotlib/main/examples/slice.png)
-
-### `Histogram`
-Plots histograms of individual image layers, or RGB histograms of an RGB image
-![](https://raw.githubusercontent.com/matplotlib/napari-matplotlib/main/examples/hist.png)
-
-### `Scatter`
-Scatters the values of two similarly sized images layers against each other.
-![](https://raw.githubusercontent.com/matplotlib/napari-matplotlib/main/examples/scatter.png)
-
-## Installation
-
-You can install `napari-matplotlib` via [pip]:
-
-    pip install napari-matplotlib
-
-
-
-To install latest development version :
-
-    pip install git+https://github.com/matplotlib/napari-matplotlib.git
-
+Documentaiton can be found at https://napari-matplotlib.github.io/
 
 ## Contributing
 
diff --git a/setup.cfg b/setup.cfg
index e1fc9e73..b05201cb 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -9,7 +9,7 @@ author_email = d.stansby@ucl.ac.uk
 license = BSD-3-Clause
 license_files = LICENSE
 classifiers =
-    Development Status :: 3 - Alpha
+    Development Status :: 5 - Production/Stable
     Framework :: napari
     Intended Audience :: Developers
     License :: OSI Approved :: BSD License
diff --git a/tox.ini b/tox.ini
index 298887e1..683992f5 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,5 +1,5 @@
 [tox]
-envlist = py{38,39,310}
+envlist = py{38,39,310,311}
 isolated_build = true
 
 [gh-actions]