diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..d7f7a42
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1 @@
+.mypy_cache
diff --git a/.travis.yml b/.travis.yml
new file mode 100644
index 0000000..56e670d
--- /dev/null
+++ b/.travis.yml
@@ -0,0 +1,17 @@
+language: python
+python: 3.6
+
+notifications:
+  email: false
+
+install:
+- pip install -r test-requirements.txt
+- if [[ $TRAVIS_PYTHON_VERSION == '3.6' ]]; then pip install flake8-pyi==17.3.0; fi
+
+script:
+- flake8
+- MYPYPATH="." mypy tests/test_simple.py
+
+cache:
+  directories:
+  - "$HOME/.cache/pip"
diff --git a/README.md b/README.md
index 50530fb..72331bd 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,7 @@
 # numpy_stubs: experimental typing stubs for NumPy
 
+[![Build Status](https://travis-ci.org/numpy/numpy_stubs.svg?branch=master)](https://travis-ci.org/numpy/numpy_stubs)
+
 This repository exists for developing [PEP 484](https://www.python.org/dev/peps/pep-0484/)
 compatible typing annotations for [NumPy](https://github.com/numpy/numpy).
 
diff --git a/setup.cfg b/setup.cfg
new file mode 100644
index 0000000..c41dd87
--- /dev/null
+++ b/setup.cfg
@@ -0,0 +1,9 @@
+# Ignore the following errors (for stubs):
+#   E301 expected 1 blank line, found 0
+#   E302 expected 2 blank lines, found 1
+#   E305 expected 2 blank lines after class or function definition, found 1
+#   E701 multiple statements on one line (colon)
+#   E704 multiple statements on one line (def)
+
+[flake8]
+ignore = E301, E302, E305, E701, E704
diff --git a/setup.py b/setup.py
index d3ce124..14ff408 100644
--- a/setup.py
+++ b/setup.py
@@ -1,7 +1,7 @@
 from setuptools import setup, find_packages
 
 setup(
-    name='numpy_stubs',
+    name='numpy-stubs',
     maintainer="NumPy Developers",
     maintainer_email="numpy-discussion@python.org",
     description="PEP 561 type stubs for numpy",
@@ -11,8 +11,8 @@
     packages=find_packages(),
 
     # PEP 561 requires these
-    install_requires=['numpy~=1.13.0'],
+    install_requires=['numpy~=1.14.0'],
     package_data={
-    	'numpy': 'py.typed'
+        'numpy': 'py.typed'
     },
 )
diff --git a/test-requirements.txt b/test-requirements.txt
new file mode 100644
index 0000000..5c8d95b
--- /dev/null
+++ b/test-requirements.txt
@@ -0,0 +1,3 @@
+flake8==3.3.0
+
+mypy==0.560.0