diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
new file mode 100644
index 0000000..90a59d3
--- /dev/null
+++ b/.github/workflows/main.yml
@@ -0,0 +1,50 @@
+name: CI
+
+# Controls when the action will run. 
+on:
+  # Triggers the workflow on push or pull request events
+  push:
+  pull_request:
+  schedule:
+    - cron: '0 12 * * 0'  # run once a week on Sunday
+
+  # Allows you to run this workflow manually from the Actions tab
+  workflow_dispatch:
+
+# A workflow run is made up of one or more jobs that can run sequentially or in parallel
+jobs:
+  tests:
+    name: "Python ${{ matrix.python-version }}"
+    runs-on: "ubuntu-latest"
+
+    strategy:
+      matrix:
+        python-version: ["3.6", "3.7", "3.8", "3.9", "pypy3"]
+    
+    # Steps represent a sequence of tasks that will be executed as part of the job
+    steps:
+      # Checks-out your repository under $GITHUB_WORKSPACE, so your job can access it
+      - uses: "actions/checkout@v2"
+      - uses: "actions/setup-python@v2"
+        with:
+          python-version: "${{ matrix.python-version }}"
+      - name: "Install dependencies"
+        run: |
+          set -xe
+          python -VV
+          python -m site
+          python -m pip install --upgrade pip setuptools wheel
+          python -m pip install --upgrade virtualenv tox tox-gh-actions          
+      - name: "Run tox targets for ${{ matrix.python-version }}"
+        run: "python -m tox"
+
+      - name: "Report to coveralls"
+        # coverage is only created in the py39 environment
+        # --service=github is a workaround for bug
+        # https://github.com/coveralls-clients/coveralls-python/issues/251
+        if: "matrix.python-version == '3.9'"
+        run: |
+          pip install coveralls
+          coveralls --service=github
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 29bca3f..b1e335c 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,5 +1,15 @@
 repos:
   - repo: https://github.com/psf/black
-    rev: stable
+    rev: 20.8b1
     hooks:
       - id: black
+        args: [--line-length=80]
+  - repo: https://gitlab.com/pycqa/flake8
+    rev: "3.8.4"
+    hooks:
+      - id: flake8
+  - repo: https://github.com/asottile/pyupgrade
+    rev: v2.7.4
+    hooks:
+    - id: pyupgrade
+      args: [--py36-plus]
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 622d714..0000000
--- a/.travis.yml
+++ /dev/null
@@ -1,27 +0,0 @@
-language: python
-
-python: 3.8
-
-cache: pip
-
-matrix:
-    include:
-        - python: "3.6"
-          env: TOXENV=py36
-        - python: "3.7"
-          env: TOXENV=py37
-        - python: "3.8"
-          env: TOXENV=py38
-        - python: "3.8"
-          env: TOXENV=pep8
-        - python: "3.8"
-          env: TOXENV=coverage
-before_install:
-    - pip install --upgrade pip setuptools
-install:
-    - pip install tox
-    - if [ "$TOXENV" = 'coverage' ]; then pip install coveralls; fi
-script:
-    - tox -e $TOXENV
-after_success:
-    - if [ "$TOXENV" = 'coverage' ]; then coveralls; fi
diff --git a/CHANGES.rst b/CHANGES.rst
index b1cb959..e98edfc 100644
--- a/CHANGES.rst
+++ b/CHANGES.rst
@@ -6,6 +6,10 @@ CHANGES
 
 - Make Python 3.6 the default testing environment.
 
+- Add support for Python 3.9.
+
+- Use GitHub Actios for CI.
+
 
 0.1 (2016-06-09)
 ================
diff --git a/README.rst b/README.rst
index 0b27616..46891c2 100644
--- a/README.rst
+++ b/README.rst
@@ -1,3 +1,18 @@
+.. image:: https://github.com/morepath/morepath_wiki/workflows/CI/badge.svg?branch=master
+   :target: https://github.com/morepath/morepath_wiki/actions?workflow=CI
+   :alt: CI Status
+
+.. image:: https://coveralls.io/repos/github/morepath/morepath_wiki/badge.svg?branch=master
+    :target: https://coveralls.io/github/morepath/morepath_wiki?branch=master
+
+.. image:: https://img.shields.io/pypi/v/morepath_wiki.svg
+  :target: https://pypi.org/project/morepath_wiki/
+
+.. image:: https://img.shields.io/pypi/pyversions/morepath_wiki.svg
+  :target: https://pypi.org/project/morepath_wiki/
+
+
+
 Morepath Wiki
 =============
 
@@ -60,4 +75,4 @@ And to run the test suite::
 
 .. _GitHub: https://github.com/morepath/morepath_wiki
 
-.. _virtual environment: http://www.virtualenv.org/
+.. _virtual environment: https://virtualenv.pypa.io/en/latest/
diff --git a/morepath_wiki/html.py b/morepath_wiki/html.py
index ab4c21e..efb04ee 100644
--- a/morepath_wiki/html.py
+++ b/morepath_wiki/html.py
@@ -1,4 +1,3 @@
-# -*- encoding: utf8 -*-
 #
 # $Id: html.py 5409 2011-06-29 07:07:25Z rjones $
 # $HeadURL: svn+ssh://svn/svn/trunk/api/eklib/html.py $
@@ -223,7 +222,6 @@
 See the end of the source file for the license of use.
 XHTML support was contributed by Michael Haubenwallner.
 """
-from __future__ import with_statement
 
 __version__ = "1.16"
 
@@ -232,7 +230,7 @@
 import unittest
 
 
-class HTML(object):
+class HTML:
     """Easily generate HTML.
 
     >>> print HTML('html', 'some text')
@@ -254,7 +252,9 @@ class HTML(object):
 
     newline_default_on = set("table ol ul dl".split())
 
-    def __init__(self, name=None, text=None, stack=None, newlines=True, escape=True):
+    def __init__(
+        self, name=None, text=None, stack=None, newlines=True, escape=True
+    ):
         self._name = name
         self._content = []
         self._attrs = {}
@@ -311,10 +311,13 @@ def __call__(self, *content, **kw):
         if self._name == "read":
             if len(content) == 1 and isinstance(content[0], int):
                 raise TypeError(
-                    "you appear to be calling read(%d) on " "a HTML instance" % content
+                    "you appear to be calling read(%d) on "
+                    "a HTML instance" % content
                 )
             elif len(content) == 0:
-                raise TypeError("you appear to be calling read() on a " "HTML instance")
+                raise TypeError(
+                    "you appear to be calling read() on a " "HTML instance"
+                )
 
         # customising a tag with content or attributes
         escape = kw.pop("escape", True)
@@ -343,7 +346,7 @@ def __exit__(self, exc_type, exc_value, exc_tb):
         self._stack.pop()
 
     def __repr__(self):
-        return "<HTML %s 0x%x>" % (self._name, id(self))
+        return "<HTML {} 0x{:x}>".format(self._name, id(self))
 
     def _stringify(self, str_type):
         # turn me and my content into text
@@ -352,7 +355,7 @@ def _stringify(self, str_type):
             return join.join(map(str_type, self._content))
         a = ['%s="%s"' % i for i in self._attrs.items()]
         l = [self._name] + a
-        s = "<%s>%s" % (" ".join(l), join)
+        s = "<{}>{}".format(" ".join(l), join)
         if self._content:
             s += join.join(map(str_type, self._content))
             s += join + "</%s>" % self._name
@@ -384,12 +387,12 @@ def _stringify(self, str_type):
             return join.join(map(str_type, self._content))
         a = ['%s="%s"' % i for i in self._attrs.items()]
         l = [self._name] + a
-        s = "<%s>%s" % (" ".join(l), join)
+        s = "<{}>{}".format(" ".join(l), join)
         if self._content or not (self._name.lower() in self.empty_elements):
             s += join.join(map(str_type, self._content))
             s += join + "</%s>" % self._name
         else:
-            s = "<%s />%s" % (" ".join(l), join)
+            s = "<{} />{}".format(" ".join(l), join)
         return s
 
 
@@ -409,12 +412,12 @@ def _stringify(self, str_type):
             return join.join(map(str_type, self._content))
         a = ['%s="%s"' % i for i in self._attrs.items()]
         l = [self._name] + a
-        s = "<%s>%s" % (" ".join(l), join)
+        s = "<{}>{}".format(" ".join(l), join)
         if self._content:
             s += join.join(map(str_type, self._content))
             s += join + "</%s>" % self._name
         else:
-            s = "<%s />%s" % (" ".join(l), join)
+            s = "<{} />{}".format(" ".join(l), join)
         return s
 
 
@@ -443,7 +446,8 @@ def test_iadd_tag(self):
         h += XML("some-tag", "spam", newlines=False)
         h += XML("text", "spam", newlines=False)
         self.assertEquals(
-            str(h), "<xml>\n<some-tag>spam</some-tag>\n<text>spam</text>\n</xml>"
+            str(h),
+            "<xml>\n<some-tag>spam</some-tag>\n<text>spam</text>\n</xml>",
         )
 
     def test_iadd_text(self):
@@ -523,7 +527,9 @@ def test_subtag_direct(self):
         l = h.ol
         l.li("foo")
         l.li.b("bar")
-        self.assertEquals(str(h), "<ol>\n<li>foo</li>\n<li><b>bar</b></li>\n</ol>")
+        self.assertEquals(
+            str(h), "<ol>\n<li>foo</li>\n<li><b>bar</b></li>\n</ol>"
+        )
 
     def test_subtag_direct_context(self):
         'generation of sub-tags directly on the parent tag in "with" context'
@@ -531,7 +537,9 @@ def test_subtag_direct_context(self):
         with h.ol as l:
             l.li("foo")
             l.li.b("bar")
-        self.assertEquals(str(h), "<ol>\n<li>foo</li>\n<li><b>bar</b></li>\n</ol>")
+        self.assertEquals(
+            str(h), "<ol>\n<li>foo</li>\n<li><b>bar</b></li>\n</ol>"
+        )
 
     def test_subtag_no_newlines(self):
         "prevent generation of newlines against default"
diff --git a/morepath_wiki/model.py b/morepath_wiki/model.py
index ca76b69..d3c817b 100644
--- a/morepath_wiki/model.py
+++ b/morepath_wiki/model.py
@@ -1,7 +1,7 @@
-class Root(object):
+class Root:
     pass
 
 
-class Page(object):
+class Page:
     def __init__(self, name):
         self.name = name
diff --git a/morepath_wiki/storage.py b/morepath_wiki/storage.py
index 98493d3..31630e5 100644
--- a/morepath_wiki/storage.py
+++ b/morepath_wiki/storage.py
@@ -15,7 +15,7 @@ def wikify(text):
     return wikiname_re.sub(r'<a href="/\1">\1</a>', py_html.escape(text))
 
 
-class Storage(object):
+class Storage:
     def __init__(self, directory):
         self.directory = directory
 
diff --git a/pyproject.toml b/pyproject.toml
deleted file mode 100644
index b38ecf7..0000000
--- a/pyproject.toml
+++ /dev/null
@@ -1,16 +0,0 @@
-[tool.black]
-line-length = 80
-target-version = ['py36', 'py37', 'py38']
-include = '\.pyi?$'
-exclude = '''
-(
-  /(
-      \.git
-    | \.tox
-    | env
-    | build
-    | dist
-  )/
-  | morepath_wiki/html.py
-)
-'''
diff --git a/setup.py b/setup.py
index 1208412..493be1b 100644
--- a/setup.py
+++ b/setup.py
@@ -1,6 +1,3 @@
-# -*- coding: utf-8 -*-
-
-import io
 from setuptools import setup, find_packages
 
 
@@ -12,9 +9,9 @@
         "web micro-framework battle by Richard Jones"
     ),
     long_description=(
-        io.open("README.rst", encoding="utf-8").read()
+        open("README.rst", encoding="utf-8").read()
         + "\n\n"
-        + io.open("CHANGES.rst", encoding="utf-8").read()
+        + open("CHANGES.rst", encoding="utf-8").read()
     ),
     author="Morepath developers",
     author_email="morepath@googlegroups.com",
@@ -30,7 +27,6 @@
     ],
     extras_require=dict(
         test=["pytest >= 2.9.0", "webtest", "pytest-remove-stale-bytecode"],
-        pep8=["flake8", "black"],
         coverage=["pytest-cov"],
     ),
     entry_points={
@@ -44,5 +40,6 @@
         "Programming Language :: Python :: 3.6",
         "Programming Language :: Python :: 3.7",
         "Programming Language :: Python :: 3.8",
+        "Programming Language :: Python :: 3.9",
     ],
 )
diff --git a/tox.ini b/tox.ini
index 2ef1306..935d19a 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,6 +1,5 @@
 [tox]
-envlist = py36, py37, py38, pypy3, coverage, pep8
-skipsdist = True
+envlist = py36, py37, py38, py39, pypy3, coverage, pre-commit
 skip_missing_interpreters = True
 
 [testenv]
@@ -9,19 +8,27 @@ extras = test
 
 commands = pytest {posargs}
 
-[testenv:pep8]
-basepython = python3.8
-extras = pep8
-
-commands = flake8 morepath_wiki setup.py
-           black --check morepath_wiki setup.py
+[testenv:pre-commit]
+deps = pre-commit
+commands = pre-commit run --all-files
 
 [testenv:coverage]
-basepython = python3.8
+basepython = python3
 extras = test
          coverage
 
 commands = pytest --cov morepath_wiki --cov-fail-under=100 {posargs}
 
+[gh-actions]
+python =
+    3.6: py36
+    3.7: py37
+    3.8: py38
+    3.9: py39, pre-commit, mypy, coverage
+
 [flake8]
+max-line-length = 88
+ignore =
+    E231  # clashes with black
+    W503
 exclude = morepath_wiki/html.py