A concrete syntax tree parser and serializer library for Python that preserves many aspects of Python's abstract syntax tree
1,941
stars
931
commits
Python
primary language
Aug 11, 2026
updated
.. image:: docs/source/_static/logo/horizontal.svg
:width: 600 px
:alt: LibCST
A Concrete Syntax Tree (CST) parser and serializer library for Python
|support-ukraine| |readthedocs-badge| |ci-badge| |pypi-badge| |pypi-download| |notebook-badge| |types-badge|
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.. |readthedocs-badge| image:: https://readthedocs.org/projects/libcst/badge/?version=latest&style=flat
:target: https://libcst.readthedocs.io/en/latest/
:alt: Documentation
.. |ci-badge| image:: https://github.com/Instagram/LibCST/actions/workflows/build.yml/badge.svg
:target: https://github.com/Instagram/LibCST/actions/workflows/build.yml?query=branch%3Amain
:alt: Github Actions
.. |pypi-badge| image:: https://img.shields.io/pypi/v/libcst.svg
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:alt: PYPI
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.. |notebook-badge| image:: https://img.shields.io/badge/notebook-run-579ACA.svg?logo=data:image/png;base64,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
:target: https://mybinder.org/v2/gh/Instagram/LibCST/main?filepath=docs%2Fsource%2Ftutorial.ipynb
:alt: Notebook
.. |types-badge| image:: https://img.shields.io/pypi/types/libcst
:target: https://pypi.org/project/libcst
:alt: PYPI - Types
.. intro-start
LibCST parses Python 3.0 -> 3.15 source code as a CST tree that keeps
all formatting details (comments, whitespaces, parentheses, etc). It's useful for
building automated refactoring (codemod) applications and linters.
.. intro-end
.. why-libcst-intro-start
LibCST creates a compromise between an Abstract Syntax Tree (AST) and a traditional
Concrete Syntax Tree (CST). By carefully reorganizing and naming node types and
fields, we've created a lossless CST that looks and feels like an AST.
.. why-libcst-intro-end
You can learn more about `the value that LibCST provides
<https://libcst.readthedocs.io/en/latest/why_libcst.html>`__ and `our
motivations for the project
<https://libcst.readthedocs.io/en/latest/motivation.html>`__
in `our documentation <https://libcst.readthedocs.io/en/latest/index.html>`__.
Try it out with `notebook examples <https://mybinder.org/v2/gh/Instagram/LibCST/main?filepath=docs%2Fsource%2Ftutorial.ipynb>`__.
Example expression::
1 + 2
CST representation:
.. code-block:: python
BinaryOperation(
left=Integer(
value='1',
lpar=[],
rpar=[],
),
operator=Add(
whitespace_before=SimpleWhitespace(
value=' ',
),
whitespace_after=SimpleWhitespace(
value=' ',
),
),
right=Integer(
value='2',
lpar=[],
rpar=[],
),
lpar=[],
rpar=[],
)
Getting Started
===============
Examining a sample tree
-----------------------
To examine the tree that is parsed from a particular file, do the following::
python -m libcst.tool print <some_py_file.py>
Alternatively, you can import LibCST into a Python REPL and use the included parser
and pretty printing functions:
>>> import libcst as cst
>>> from libcst.tool import dump
>>> print(dump(cst.parse_expression("(1 + 2)")))
BinaryOperation(
left=Integer(
value='1',
),
operator=Add(),
right=Integer(
value='2',
),
lpar=[
LeftParen(),
],
rpar=[
RightParen(),
],
)
For a more detailed usage example, `see our documentation
<https://libcst.readthedocs.io/en/latest/tutorial.html>`__.
Installation
------------
LibCST requires Python 3.9+ and can be easily installed using most common Python
packaging tools. We recommend installing the latest stable release from
`PyPI <https://pypi.org/project/libcst/>`_ with pip:
.. code-block:: shell
pip install libcst
For parsing, LibCST ships with a native extension, so releases are distributed as binary
wheels as well as the source code. If a binary wheel is not available for your system
(Linux/Windows x86/x64 and Mac x64/arm are covered), you'll need a recent
`Rust toolchain <https://rustup.rs>`_ for installing.
Further Reading
---------------
- `Static Analysis at Scale: An Instagram Story. <https://instagram-engineering.com/static-analysis-at-scale-an-instagram-story-8f498ab71a0c>`_
- `Refactoring Python with LibCST. <https://chairnerd.seatgeek.com/refactoring-python-with-libcst/>`_
Development
-----------
See `CONTRIBUTING.md <CONTRIBUTING.md>`_ for more details.
Building
~~~~~~~~
In order to build LibCST, which includes a native parser module, you
will need to have the Rust build tool ``cargo`` on your path. You can
usually install ``cargo`` using your system package manager, but the
most popular way to install cargo is using
`rustup <https://rustup.rs/>`_.
To build just the native parser, do the following from the ``native``
directory:
.. code-block:: shell
cargo build
The ``libcst.native`` module should be rebuilt automatically, but to force it:
.. code-block:: shell
uv sync --reinstall-package libcst
Type Checking
~~~~~~~~~~~~~
We use `Pyre <https://github.com/facebook/pyre-check>`_ for type-checking.
To verify types for the library, do the following in the root:
.. code-block:: shell
uv run poe typecheck
Generating Documents
~~~~~~~~~~~~~~~~~~~~
To generate documents, do the following in the root:
.. code-block:: shell
uv run --group docs poe docs
Future
======
- Advanced full repository facts providers like fully qualified name and call graph.
License
=======
LibCST is `MIT licensed <LICENSE>`_, as found in the LICENSE file.
.. fb-docs-start
Privacy Policy and Terms of Use
===============================
- `Privacy Policy <https://opensource.facebook.com/legal/privacy>`_
- `Terms of Use <https://opensource.facebook.com/legal/terms>`_
.. fb-docs-end
Acknowledgements
================
- Guido van Rossum for creating the parser generator pgen2 (originally used in lib2to3 and forked into parso).
- David Halter for parso which provides the parser and tokenizer that LibCST sits on top of.
- Zac Hatfield-Dodds for hypothesis integration which continues to help us find bugs.
- Zach Hammer improved type annotation for Mypy compatibility.
Not written in Markdown, so it's shown here as plain text — view it formatted on GitHub.
(top 30 of 99)
Python
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A concrete syntax tree parser and serializer library for Python that preserves many aspects of Python's abstract syntax tree
1,941
stars
931
commits
Python
primary language
Aug 11, 2026
updated
.. image:: docs/source/_static/logo/horizontal.svg
:width: 600 px
:alt: LibCST
A Concrete Syntax Tree (CST) parser and serializer library for Python
|support-ukraine| |readthedocs-badge| |ci-badge| |pypi-badge| |pypi-download| |notebook-badge| |types-badge|
.. |support-ukraine| image:: https://img.shields.io/badge/Support-Ukraine-FFD500?style=flat&labelColor=005BBB
:alt: Support Ukraine - Help Provide Humanitarian Aid to Ukraine.
:target: https://opensource.fb.com/support-ukraine
.. |readthedocs-badge| image:: https://readthedocs.org/projects/libcst/badge/?version=latest&style=flat
:target: https://libcst.readthedocs.io/en/latest/
:alt: Documentation
.. |ci-badge| image:: https://github.com/Instagram/LibCST/actions/workflows/build.yml/badge.svg
:target: https://github.com/Instagram/LibCST/actions/workflows/build.yml?query=branch%3Amain
:alt: Github Actions
.. |pypi-badge| image:: https://img.shields.io/pypi/v/libcst.svg
:target: https://pypi.org/project/libcst
:alt: PYPI
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:target: https://pepy.tech/project/libcst/month
:alt: PYPI Download
.. |notebook-badge| image:: https://img.shields.io/badge/notebook-run-579ACA.svg?logo=data:image/png;base64,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
:target: https://mybinder.org/v2/gh/Instagram/LibCST/main?filepath=docs%2Fsource%2Ftutorial.ipynb
:alt: Notebook
.. |types-badge| image:: https://img.shields.io/pypi/types/libcst
:target: https://pypi.org/project/libcst
:alt: PYPI - Types
.. intro-start
LibCST parses Python 3.0 -> 3.15 source code as a CST tree that keeps
all formatting details (comments, whitespaces, parentheses, etc). It's useful for
building automated refactoring (codemod) applications and linters.
.. intro-end
.. why-libcst-intro-start
LibCST creates a compromise between an Abstract Syntax Tree (AST) and a traditional
Concrete Syntax Tree (CST). By carefully reorganizing and naming node types and
fields, we've created a lossless CST that looks and feels like an AST.
.. why-libcst-intro-end
You can learn more about `the value that LibCST provides
<https://libcst.readthedocs.io/en/latest/why_libcst.html>`__ and `our
motivations for the project
<https://libcst.readthedocs.io/en/latest/motivation.html>`__
in `our documentation <https://libcst.readthedocs.io/en/latest/index.html>`__.
Try it out with `notebook examples <https://mybinder.org/v2/gh/Instagram/LibCST/main?filepath=docs%2Fsource%2Ftutorial.ipynb>`__.
Example expression::
1 + 2
CST representation:
.. code-block:: python
BinaryOperation(
left=Integer(
value='1',
lpar=[],
rpar=[],
),
operator=Add(
whitespace_before=SimpleWhitespace(
value=' ',
),
whitespace_after=SimpleWhitespace(
value=' ',
),
),
right=Integer(
value='2',
lpar=[],
rpar=[],
),
lpar=[],
rpar=[],
)
Getting Started
===============
Examining a sample tree
-----------------------
To examine the tree that is parsed from a particular file, do the following::
python -m libcst.tool print <some_py_file.py>
Alternatively, you can import LibCST into a Python REPL and use the included parser
and pretty printing functions:
>>> import libcst as cst
>>> from libcst.tool import dump
>>> print(dump(cst.parse_expression("(1 + 2)")))
BinaryOperation(
left=Integer(
value='1',
),
operator=Add(),
right=Integer(
value='2',
),
lpar=[
LeftParen(),
],
rpar=[
RightParen(),
],
)
For a more detailed usage example, `see our documentation
<https://libcst.readthedocs.io/en/latest/tutorial.html>`__.
Installation
------------
LibCST requires Python 3.9+ and can be easily installed using most common Python
packaging tools. We recommend installing the latest stable release from
`PyPI <https://pypi.org/project/libcst/>`_ with pip:
.. code-block:: shell
pip install libcst
For parsing, LibCST ships with a native extension, so releases are distributed as binary
wheels as well as the source code. If a binary wheel is not available for your system
(Linux/Windows x86/x64 and Mac x64/arm are covered), you'll need a recent
`Rust toolchain <https://rustup.rs>`_ for installing.
Further Reading
---------------
- `Static Analysis at Scale: An Instagram Story. <https://instagram-engineering.com/static-analysis-at-scale-an-instagram-story-8f498ab71a0c>`_
- `Refactoring Python with LibCST. <https://chairnerd.seatgeek.com/refactoring-python-with-libcst/>`_
Development
-----------
See `CONTRIBUTING.md <CONTRIBUTING.md>`_ for more details.
Building
~~~~~~~~
In order to build LibCST, which includes a native parser module, you
will need to have the Rust build tool ``cargo`` on your path. You can
usually install ``cargo`` using your system package manager, but the
most popular way to install cargo is using
`rustup <https://rustup.rs/>`_.
To build just the native parser, do the following from the ``native``
directory:
.. code-block:: shell
cargo build
The ``libcst.native`` module should be rebuilt automatically, but to force it:
.. code-block:: shell
uv sync --reinstall-package libcst
Type Checking
~~~~~~~~~~~~~
We use `Pyre <https://github.com/facebook/pyre-check>`_ for type-checking.
To verify types for the library, do the following in the root:
.. code-block:: shell
uv run poe typecheck
Generating Documents
~~~~~~~~~~~~~~~~~~~~
To generate documents, do the following in the root:
.. code-block:: shell
uv run --group docs poe docs
Future
======
- Advanced full repository facts providers like fully qualified name and call graph.
License
=======
LibCST is `MIT licensed <LICENSE>`_, as found in the LICENSE file.
.. fb-docs-start
Privacy Policy and Terms of Use
===============================
- `Privacy Policy <https://opensource.facebook.com/legal/privacy>`_
- `Terms of Use <https://opensource.facebook.com/legal/terms>`_
.. fb-docs-end
Acknowledgements
================
- Guido van Rossum for creating the parser generator pgen2 (originally used in lib2to3 and forked into parso).
- David Halter for parso which provides the parser and tokenizer that LibCST sits on top of.
- Zac Hatfield-Dodds for hypothesis integration which continues to help us find bugs.
- Zach Hammer improved type annotation for Mypy compatibility.
Not written in Markdown, so it's shown here as plain text — view it formatted on GitHub.
(top 30 of 99)
Python
86.0%
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