diff --git a/.gitignore b/.gitignore
index 81578b9..bf924c1 100644
--- a/.gitignore
+++ b/.gitignore
@@ -2,5 +2,13 @@ node_modules
 build
 *.log
 package-lock.json
+
+# Rust bindings
 Cargo.lock
 /target/
+
+# Python Bindings
+.eggs/
+*.egg-info/
+*.so
+__pycache__/
diff --git a/Pipfile b/Pipfile
new file mode 100644
index 0000000..902ebfc
--- /dev/null
+++ b/Pipfile
@@ -0,0 +1,13 @@
+[[source]]
+url = "https://pypi.org/simple"
+verify_ssl = true
+name = "pypi"
+
+[packages]
+pygments = "*"
+tree-sitter = "*"
+
+[dev-packages]
+
+[requires]
+python_version = "3.9"
diff --git a/Pipfile.lock b/Pipfile.lock
new file mode 100644
index 0000000..3aa0466
--- /dev/null
+++ b/Pipfile.lock
@@ -0,0 +1,37 @@
+{
+    "_meta": {
+        "hash": {
+            "sha256": "5dcb098f3196a2355e6c76e6e66b1c85aafd1c47a5ca4143a961865561a040e6"
+        },
+        "pipfile-spec": 6,
+        "requires": {
+            "python_version": "3.9"
+        },
+        "sources": [
+            {
+                "name": "pypi",
+                "url": "https://pypi.org/simple",
+                "verify_ssl": true
+            }
+        ]
+    },
+    "default": {
+        "pygments": {
+            "hashes": [
+                "sha256:37a13ba168a02ac54cc5891a42b1caec333e59b66addb7fa633ea8a6d73445c0",
+                "sha256:b21b072d0ccdf29297a82a2363359d99623597b8a265b8081760e4d0f7153c88"
+            ],
+            "index": "pypi",
+            "version": "==2.8.0"
+        },
+        "tree-sitter": {
+            "hashes": [
+                "sha256:15e7616f0e41127ca70880a40301a6ebfe58ce92db4f142eac775a38e9c38cec",
+                "sha256:2618b781b065d419237dcd234f7a7cd68920c4f15c6809a99ed2c2dfd6d15d01"
+            ],
+            "index": "pypi",
+            "version": "==0.2.2"
+        }
+    },
+    "develop": {}
+}
diff --git a/README.md b/README.md
new file mode 100644
index 0000000..e69de29
diff --git a/bindings/python/tree_sitter_minizinc/__init__.py b/bindings/python/tree_sitter_minizinc/__init__.py
new file mode 100644
index 0000000..5fb3bf7
--- /dev/null
+++ b/bindings/python/tree_sitter_minizinc/__init__.py
@@ -0,0 +1,73 @@
+#!/usr/bin/env python3
+
+from tree_sitter import Language, Parser
+from pathlib import Path
+
+import pkg_resources
+
+LANGUAGE = Language(next(Path(__file__).parent.glob("binding.*.so")), "minizinc")
+HIGHLIGHT_QUERY = LANGUAGE.query(
+    pkg_resources.resource_string(__name__, "queries/highlights.scm")
+)
+
+
+try:
+    from pygments.lexer import Lexer
+    from pygments import token
+
+    class TreeSitterLexer(Lexer):
+        ts_alias = {
+            "comment": token.Comment,
+            "type.builtin": token.Name.Builtin,
+            "punctuation.delimiter": token.Punctuation,
+            "function": token.Name.Function,
+            "keyword": token.Keyword,
+            "operator": token.Operator,
+            "punctuation.bracket": token.Punctuation,
+            "number": token.Number,
+            "string": token.String,
+            "escape": token.String.Escape,
+            "constant.builtin": token.Generic,
+            "variable": token.Name.Variable,
+        }
+
+        def __init__(self, **options):
+            self.parser = Parser()
+            self.parser.set_language(self.language)
+            super().__init__(**options)
+
+        def get_tokens_unprocessed(self, text):
+            to_bytes = bytes(text, "utf8")
+            tree = self.parser.parse(to_bytes)
+            captures = self.highlight_query.captures(tree.root_node)
+
+            last_pos = 0
+            for node, annotation in captures:
+                if last_pos > node.start_byte:
+                    # Double match - only use the first capture
+                    continue
+                if last_pos != node.start_byte:
+                    yield last_pos, token.Generic, to_bytes[
+                        last_pos : node.start_byte
+                    ].decode()
+                yield node.start_byte, self.ts_alias[annotation], to_bytes[
+                    node.start_byte : node.end_byte
+                ].decode()
+                last_pos = node.end_byte
+
+            if last_pos != tree.root_node.end_byte:
+                yield last_pos, token.Generic, to_bytes[
+                    last_pos : tree.root_node.end_byte
+                ].decode()
+
+    class MiniZincLexer(TreeSitterLexer):
+        name = "MiniZinc"
+        aliases = ["fzn", "dzn", "mzn", "minizinc"]
+        filenames = ["*.mzn", "*.fzn", "*.dzn"]
+
+        language = LANGUAGE
+        highlight_query = HIGHLIGHT_QUERY
+
+
+except ImportError:
+    pass
diff --git a/bindings/python/tree_sitter_minizinc/queries b/bindings/python/tree_sitter_minizinc/queries
new file mode 120000
index 0000000..4578310
--- /dev/null
+++ b/bindings/python/tree_sitter_minizinc/queries
@@ -0,0 +1 @@
+../../../queries
\ No newline at end of file
diff --git a/queries/highlights.scm b/queries/highlights.scm
index d615e5b..46621e0 100644
--- a/queries/highlights.scm
+++ b/queries/highlights.scm
@@ -27,7 +27,6 @@
   "enum"
   "function"
   "if"
-  "in"
   "include"
   "let"
   "maximize"
diff --git a/setup.py b/setup.py
new file mode 100644
index 0000000..b939009
--- /dev/null
+++ b/setup.py
@@ -0,0 +1,58 @@
+#!/usr/bin/env python3
+
+#  This Source Code Form is subject to the terms of the Mozilla Public
+#  License, v. 2.0. If a copy of the MPL was not distributed with this
+#  file, You can obtain one at http://mozilla.org/MPL/2.0/.
+
+from pathlib import Path
+from platform import system
+from setuptools import Extension, find_packages, setup
+
+setup(
+    name="tree-sitter-minizinc",
+    use_scm_version=True,
+    setup_requires=["setuptools_scm"],
+    python_requires=">=3.6",
+    author="Jip J. Dekker",
+    author_email="jip.dekker@monash.edu",
+    description="",
+    long_description=Path("README.md").read_text(encoding="UTF-8"),
+    long_description_content_type="text/markdown",
+    url="https://www.minizinc.org/",
+    project_urls={
+        "Bug Tracker": "https://github.com/Dekker1/tree-sitter-minizinc/issues",
+        "Source": "https://github.com/Dekker1/tree-sitter-minizinc",
+    },
+    packages=find_packages(where="bindings/python"),
+    package_dir={"": "bindings/python"},
+    ext_modules=[
+        Extension(
+            "tree_sitter_minizinc.binding",
+            ["src/parser.c"],
+            include_dirs=["src"],
+            extra_compile_args=(
+                ["-std=c99", "-Wno-unused-variable"] if system() != "Windows" else None
+            ),
+        )
+    ],
+    classifiers=[
+        "Development Status :: 4 - Beta",
+        "Programming Language :: Python :: 3",
+        "Programming Language :: Python :: 3.6",
+        "Programming Language :: Python :: 3.7",
+        "Programming Language :: Python :: 3.8",
+        "Programming Language :: Python :: 3.9",
+        "Programming Language :: Python :: Implementation :: CPython",
+        "Programming Language :: Python :: Implementation :: PyPy",
+        "License :: OSI Approved :: Mozilla Public License 2.0 (MPL 2.0)",
+        "Operating System :: OS Independent",
+        "Topic :: Scientific/Engineering :: Artificial Intelligence",
+        "Topic :: Scientific/Engineering :: Mathematics",
+    ],
+    install_requires=["tree-sitter"],
+    entry_points="""
+        [pygments.lexers]
+        minizinclexer = tree_sitter_minizinc:MiniZincLexer
+    """,
+    package_data={"": ["queries/*.scm"]},
+)