diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
new file mode 100644
index 0000000000..53dde399b6
--- /dev/null
+++ b/.pre-commit-config.yaml
@@ -0,0 +1,59 @@
+# See https://pre-commit.com for more information
+# See https://pre-commit.com/hooks.html for more hooks
+repos:
+-   repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: v2.4.0
+    hooks:
+    - id: trailing-whitespace
+    - id: end-of-file-fixer
+    - id: mixed-line-ending
+    - id: check-toml
+    - id: check-yaml
+    - id: check-added-large-files
+    - id: requirements-txt-fixer
+#  - id: fix-encoding-pragma
+#    exclude: ^noxfile.py$
+
+#- repo: https://github.com/asottile/pyupgrade
+#  rev: v2.29.0
+#  hooks:
+#  - id: pyupgrade
+
+# Changes tabs to spaces
+- repo: https://github.com/Lucas-C/pre-commit-hooks
+  rev: v1.1.10
+  hooks:
+  - id: remove-tabs
+
+# CMake formatting
+#- repo: https://github.com/cheshirekow/cmake-format-precommit
+#  rev: v0.6.13
+#  hooks:
+#  - id: cmake-format
+#    additional_dependencies: [pyyaml]
+#    types: [file]
+#    files: (\.cmake|CMakeLists.txt)(.in)?$
+
+# C++ formatting
+# clang-format
+
+# Python Formatting
+#- repo: https://github.com/psf/black
+#  rev: 21.10b0 # Keep in sync with blacken-docs
+#  hooks:
+#  - id: black
+#- repo: https://github.com/asottile/blacken-docs
+#  rev: v1.11.0
+#  hooks:
+#  - id: blacken-docs
+#    additional_dependencies:
+#    - black==21.10b0 # keep in sync with black hook
+
+# Checks the manifest for missing files (native support)
+- repo: https://github.com/mgedmin/check-manifest
+  rev: "0.47"
+  hooks:
+  - id: check-manifest
+    # This is a slow hook, so only run this if --hook-stage manual is passed
+    stages: [manual]
+    additional_dependencies: [cmake, ninja]
diff --git a/conda.yml b/conda.yml
index fa71660ab8..4f450c790a 100644
--- a/conda.yml
+++ b/conda.yml
@@ -33,6 +33,7 @@ dependencies:
   - pandas
   - pkg-config
   - pip
+  - pre-commit
   - pyarrow  # for dask
 #  - pybind11  # shipped internally
   - python>=3.6
diff --git a/spack.yaml b/spack.yaml
index 2b2f1e8cfb..3fdf933d31 100644
--- a/spack.yaml
+++ b/spack.yaml
@@ -16,3 +16,4 @@ spack:
   - py-numpy
   - py-pandas
   - py-dask
+  - py-pre-commit