diff --git a/python/docs/api/store/aws.md b/python/docs/api/store/aws.md
new file mode 100644
index 0000000..d72fbc4
--- /dev/null
+++ b/python/docs/api/store/aws.md
@@ -0,0 +1,11 @@
+# AWS S3
+
+::: async_tiff.store.S3Store
+::: async_tiff.store.S3ConfigInput
+    options:
+        show_if_no_docstring: true
+::: async_tiff.store.S3Config
+    options:
+        show_if_no_docstring: true
+::: async_tiff.store.S3Credential
+::: async_tiff.store.S3CredentialProvider
diff --git a/python/docs/api/store/azure.md b/python/docs/api/store/azure.md
new file mode 100644
index 0000000..eec88e9
--- /dev/null
+++ b/python/docs/api/store/azure.md
@@ -0,0 +1,14 @@
+# Microsoft Azure
+
+::: async_tiff.store.AzureStore
+::: async_tiff.store.AzureAccessKey
+::: async_tiff.store.AzureConfigInput
+    options:
+        show_if_no_docstring: true
+::: async_tiff.store.AzureConfig
+    options:
+        show_if_no_docstring: true
+::: async_tiff.store.AzureSASToken
+::: async_tiff.store.AzureBearerToken
+::: async_tiff.store.AzureCredential
+::: async_tiff.store.AzureCredentialProvider
diff --git a/python/docs/api/store/config.md b/python/docs/api/store/config.md
new file mode 100644
index 0000000..bba4bbb
--- /dev/null
+++ b/python/docs/api/store/config.md
@@ -0,0 +1,5 @@
+# Configuration
+
+::: async_tiff.store.ClientConfig
+::: async_tiff.store.BackoffConfig
+::: async_tiff.store.RetryConfig
diff --git a/python/docs/api/store/gcs.md b/python/docs/api/store/gcs.md
new file mode 100644
index 0000000..d395e33
--- /dev/null
+++ b/python/docs/api/store/gcs.md
@@ -0,0 +1,11 @@
+# Google Cloud Storage
+
+::: async_tiff.store.GCSStore
+::: async_tiff.store.GCSConfigInput
+    options:
+        show_if_no_docstring: true
+::: async_tiff.store.GCSConfig
+    options:
+        show_if_no_docstring: true
+::: async_tiff.store.GCSCredential
+::: async_tiff.store.GCSCredentialProvider
diff --git a/python/docs/api/store/http.md b/python/docs/api/store/http.md
new file mode 100644
index 0000000..dbeff69
--- /dev/null
+++ b/python/docs/api/store/http.md
@@ -0,0 +1,3 @@
+# HTTP
+
+::: async_tiff.store.HTTPStore
diff --git a/python/docs/api/store/index.md b/python/docs/api/store/index.md
new file mode 100644
index 0000000..f3b588d
--- /dev/null
+++ b/python/docs/api/store/index.md
@@ -0,0 +1,4 @@
+# ObjectStore
+
+::: async_tiff.store.from_url
+::: async_tiff.store.ObjectStore
diff --git a/python/docs/api/store/local.md b/python/docs/api/store/local.md
new file mode 100644
index 0000000..ec6ba35
--- /dev/null
+++ b/python/docs/api/store/local.md
@@ -0,0 +1,3 @@
+# Local
+
+::: async_tiff.store.LocalStore
diff --git a/python/docs/api/store/memory.md b/python/docs/api/store/memory.md
new file mode 100644
index 0000000..11bb15f
--- /dev/null
+++ b/python/docs/api/store/memory.md
@@ -0,0 +1,3 @@
+# Memory
+
+::: async_tiff.store.MemoryStore
diff --git a/python/docs/assets/logo_no_text.png b/python/docs/assets/logo_no_text.png
new file mode 100644
index 0000000..f9f3773
Binary files /dev/null and b/python/docs/assets/logo_no_text.png differ
diff --git a/python/docs/index.md b/python/docs/index.md
new file mode 120000
index 0000000..32d46ee
--- /dev/null
+++ b/python/docs/index.md
@@ -0,0 +1 @@
+../README.md
\ No newline at end of file
diff --git a/python/docs/overrides/main.html b/python/docs/overrides/main.html
new file mode 100644
index 0000000..03a9bdc
--- /dev/null
+++ b/python/docs/overrides/main.html
@@ -0,0 +1,18 @@
+{% extends "base.html" %}
+
+{% block content %}
+{% if page.nb_url %}
+    <a href="{{ page.nb_url }}" title="Download Notebook" class="md-content__button md-icon">
+        {% include ".icons/material/download.svg" %}
+    </a>
+{% endif %}
+
+{{ super() }}
+{% endblock content %}
+
+{% block outdated %}
+  You're not viewing the latest version.
+  <a href="{{ '../' ~ base_url }}">
+    <strong>Click here to go to latest.</strong>
+  </a>
+{% endblock %}
diff --git a/python/docs/overrides/stylesheets/extra.css b/python/docs/overrides/stylesheets/extra.css
new file mode 100644
index 0000000..58a42cd
--- /dev/null
+++ b/python/docs/overrides/stylesheets/extra.css
@@ -0,0 +1,43 @@
+:root,
+[data-md-color-scheme="default"] {
+  /* --md-heading-font: "Oswald"; */
+  --md-primary-fg-color: #cf3f02;
+  --md-default-fg-color: #443f3f;
+  --boxShadowD: 0px 12px 24px 0px rgba(68, 63, 63, 0.08),
+    0px 0px 4px 0px rgba(68, 63, 63, 0.08);
+}
+body {
+  margin: 0;
+  padding: 0;
+  /* font-size: 16px; */
+}
+h1,
+h2,
+h3,
+h4,
+h5,
+h6 {
+  font-family: var(--md-heading-font);
+  font-weight: bold;
+}
+.md-typeset h1,
+.md-typeset h2 {
+  font-weight: normal;
+  color: var(--md-default-fg-color);
+}
+.md-typeset h3,
+.md-typeset h4 {
+  font-weight: bold;
+  color: var(--md-default-fg-color);
+}
+.md-button,
+.md-typeset .md-button {
+  font-family: var(--md-heading-font);
+}
+.md-content .supheading {
+  font-family: var(--md-heading-font);
+  text-transform: uppercase;
+  color: var(--md-primary-fg-color);
+  font-size: 0.75rem;
+  font-weight: bold;
+}
diff --git a/python/mkdocs.yml b/python/mkdocs.yml
new file mode 100644
index 0000000..26d04d8
--- /dev/null
+++ b/python/mkdocs.yml
@@ -0,0 +1,149 @@
+site_name: async-tiff
+repo_name: developmentseed/async-tiff
+repo_url: https://github.com/developmentseed/async-tiff
+site_description: A fast, low-level async TIFF reader powered by Rust.
+site_author: Development Seed
+# Note: trailing slash recommended with mike:
+# https://squidfunk.github.io/mkdocs-material/setup/setting-up-versioning/#publishing-a-new-version
+site_url: https://developmentseed.org/async-tiff/
+docs_dir: docs
+
+extra:
+  social:
+    - icon: "fontawesome/brands/github"
+      link: "https://github.com/developmentseed"
+    - icon: "fontawesome/brands/twitter"
+      link: "https://twitter.com/developmentseed"
+    - icon: "fontawesome/brands/linkedin"
+      link: "https://www.linkedin.com/company/development-seed"
+  version:
+    alias: true
+    provider: mike
+
+nav:
+  - "index.md"
+  - API Reference:
+      - async-tiff.store:
+          - api/store/index.md
+          - api/store/aws.md
+          - api/store/gcs.md
+          - api/store/azure.md
+          - api/store/http.md
+          - api/store/local.md
+          - api/store/memory.md
+          - api/store/config.md
+  # - API Reference:
+  #     - api/rtree.md
+  #     - api/kdtree.md
+  # - Changelog: CHANGELOG.md
+
+watch:
+  - python
+  - docs
+
+theme:
+  language: en
+  name: material
+  custom_dir: docs/overrides
+  logo: assets/logo_no_text.png
+  palette:
+    # Palette toggle for automatic mode
+    - media: "(prefers-color-scheme)"
+      toggle:
+        icon: material/brightness-auto
+        name: Switch to light mode
+
+    # Palette toggle for light mode
+    - media: "(prefers-color-scheme: light)"
+      primary: default
+      accent: deep orange
+      toggle:
+        icon: material/brightness-7
+        name: Switch to dark mode
+
+    # Palette toggle for dark mode
+    - media: "(prefers-color-scheme: dark)"
+      scheme: slate
+      primary: default
+      accent: deep orange
+      toggle:
+        icon: material/brightness-4
+        name: Switch to system preference
+
+  font:
+    text: Roboto
+    code: Roboto Mono
+
+  features:
+    - content.code.annotate
+    - content.code.copy
+    - navigation.indexes
+    - navigation.instant
+    - navigation.tracking
+    - search.suggest
+    - search.share
+
+extra_css:
+  - overrides/stylesheets/extra.css
+
+plugins:
+  - search
+  # - social
+  - mike:
+      alias_type: "copy"
+      canonical_version: "latest"
+  - mkdocstrings:
+      enable_inventory: true
+      handlers:
+        python:
+          paths: [python]
+          options:
+            # We set allow_inspection: false to ensure that all docstrings come
+            # from the pyi files, not the Rust-facing doc comments.
+            allow_inspection: false
+            docstring_section_style: list
+            docstring_style: google
+            line_length: 80
+            separate_signature: true
+            show_root_heading: true
+            show_signature_annotations: true
+            show_source: false
+            show_symbol_type_toc: true
+            signature_crossrefs: true
+            extensions:
+              - griffe_inherited_docstrings
+
+          import:
+            - https://docs.python.org/3/objects.inv
+            - https://developmentseed.org/obstore/latest/objects.inv
+
+# https://github.com/developmentseed/titiler/blob/50934c929cca2fa8d3c408d239015f8da429c6a8/docs/mkdocs.yml#L115-L140
+markdown_extensions:
+  - admonition
+  - attr_list
+  - codehilite:
+      guess_lang: false
+  - def_list
+  - footnotes
+  - md_in_html
+  - pymdownx.arithmatex
+  - pymdownx.betterem
+  - pymdownx.caret:
+      insert: false
+  - pymdownx.details
+  - pymdownx.emoji:
+      emoji_index: !!python/name:material.extensions.emoji.twemoji
+      emoji_generator: !!python/name:material.extensions.emoji.to_svg
+  - pymdownx.escapeall:
+      hardbreak: true
+      nbsp: true
+  - pymdownx.magiclink:
+      hide_protocol: true
+      repo_url_shortener: true
+  - pymdownx.smartsymbols
+  - pymdownx.superfences
+  - pymdownx.tasklist:
+      custom_checkbox: true
+  - pymdownx.tilde
+  - toc:
+      permalink: true
diff --git a/python/pyproject.toml b/python/pyproject.toml
index a9282b0..d0651eb 100644
--- a/python/pyproject.toml
+++ b/python/pyproject.toml
@@ -20,16 +20,19 @@ python-source = "python"
 
 [tool.uv]
 dev-dependencies = [
+    # To enable following symlinks for pyi files
+    "griffe>=1.6.0",
     "griffe-inherited-docstrings>=1.0.1",
     "ipykernel>=6.29.5",
     "maturin>=1.7.4",
     "mike>=2.1.3",
-    "mkdocs-material[imaging]>=9.5.40",
+    "mkdocs-material[imaging]>=9.6.3",
     "mkdocs>=1.6.1",
     "mkdocstrings-python>=1.13.0",
     "mkdocstrings>=0.27.0",
     "numpy>=1",
     "pip>=24.2",
+    "pytest-asyncio>=0.24.0",
     "pytest>=8.3.3",
     "ruff>=0.8.4",
 ]
diff --git a/python/uv.lock b/python/uv.lock
index 852f77b..ad43a46 100644
--- a/python/uv.lock
+++ b/python/uv.lock
@@ -29,6 +29,7 @@ source = { editable = "." }
 
 [package.dev-dependencies]
 dev = [
+    { name = "griffe" },
     { name = "griffe-inherited-docstrings" },
     { name = "ipykernel" },
     { name = "maturin" },
@@ -41,6 +42,7 @@ dev = [
     { name = "numpy", version = "2.2.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.10'" },
     { name = "pip" },
     { name = "pytest" },
+    { name = "pytest-asyncio" },
     { name = "ruff" },
 ]
 
@@ -48,17 +50,19 @@ dev = [
 
 [package.metadata.requires-dev]
 dev = [
+    { name = "griffe", specifier = ">=1.6.0" },
     { name = "griffe-inherited-docstrings", specifier = ">=1.0.1" },
     { name = "ipykernel", specifier = ">=6.29.5" },
     { name = "maturin", specifier = ">=1.7.4" },
     { name = "mike", specifier = ">=2.1.3" },
     { name = "mkdocs", specifier = ">=1.6.1" },
-    { name = "mkdocs-material", extras = ["imaging"], specifier = ">=9.5.40" },
+    { name = "mkdocs-material", extras = ["imaging"], specifier = ">=9.6.3" },
     { name = "mkdocstrings", specifier = ">=0.27.0" },
     { name = "mkdocstrings-python", specifier = ">=1.13.0" },
     { name = "numpy", specifier = ">=1" },
     { name = "pip", specifier = ">=24.2" },
     { name = "pytest", specifier = ">=8.3.3" },
+    { name = "pytest-asyncio", specifier = ">=0.24.0" },
     { name = "ruff", specifier = ">=0.8.4" },
 ]
 
@@ -376,14 +380,14 @@ wheels = [
 
 [[package]]
 name = "griffe"
-version = "1.5.7"
+version = "1.6.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "colorama" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/59/80/13b6456bfbf8bc854875e58d3a3bad297ee19ebdd693ce62a10fab007e7a/griffe-1.5.7.tar.gz", hash = "sha256:465238c86deaf1137761f700fb343edd8ffc846d72f6de43c3c345ccdfbebe92", size = 391503 }
+sdist = { url = "https://files.pythonhosted.org/packages/a0/1a/d467b93f5e0ea4edf3c1caef44cfdd53a4a498cb3a6bb722df4dd0fdd66a/griffe-1.6.0.tar.gz", hash = "sha256:eb5758088b9c73ad61c7ac014f3cdfb4c57b5c2fcbfca69996584b702aefa354", size = 391819 }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/76/67/b43330ed76f96be098c165338d47ccb952964ed77ba1d075247fbdf05c04/griffe-1.5.7-py3-none-any.whl", hash = "sha256:4af8ec834b64de954d447c7b6672426bb145e71605c74a4e22d510cc79fe7d8b", size = 128294 },
+    { url = "https://files.pythonhosted.org/packages/bf/02/5a22bc98d0aebb68c15ba70d2da1c84a5ef56048d79634e5f96cd2ba96e9/griffe-1.6.0-py3-none-any.whl", hash = "sha256:9f1dfe035d4715a244ed2050dfbceb05b1f470809ed4f6bb10ece5a7302f8dd1", size = 128470 },
 ]
 
 [[package]]
@@ -1222,6 +1226,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/11/92/76a1c94d3afee238333bc0a42b82935dd8f9cf8ce9e336ff87ee14d9e1cf/pytest-8.3.4-py3-none-any.whl", hash = "sha256:50e16d954148559c9a74109af1eaf0c945ba2d8f30f0a3d3335edde19788b6f6", size = 343083 },
 ]
 
+[[package]]
+name = "pytest-asyncio"
+version = "0.25.3"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "pytest" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/f2/a8/ecbc8ede70921dd2f544ab1cadd3ff3bf842af27f87bbdea774c7baa1d38/pytest_asyncio-0.25.3.tar.gz", hash = "sha256:fc1da2cf9f125ada7e710b4ddad05518d4cee187ae9412e9ac9271003497f07a", size = 54239 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/67/17/3493c5624e48fd97156ebaec380dcaafee9506d7e2c46218ceebbb57d7de/pytest_asyncio-0.25.3-py3-none-any.whl", hash = "sha256:9e89518e0f9bd08928f97a3482fdc4e244df17529460bc038291ccaf8f85c7c3", size = 19467 },
+]
+
 [[package]]
 name = "python-dateutil"
 version = "2.9.0.post0"