diff --git a/clients/python/.gitignore b/clients/python/.gitignore
new file mode 100644
index 00000000..d2c614d5
--- /dev/null
+++ b/clients/python/.gitignore
@@ -0,0 +1,51 @@
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+
+# C extensions
+*.so
+
+# Distribution / packaging
+bin/
+build/
+develop-eggs/
+dist/
+eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+*.egg-info/
+.installed.cfg
+*.egg
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+.tox/
+.coverage
+.cache
+nosetests.xml
+coverage.xml
+
+# Translations
+*.mo
+
+# Mr Developer
+.mr.developer.cfg
+.project
+.pydevproject
+
+# Rope
+.ropeproject
+
+# Django stuff:
+*.log
+*.pot
+
+# Sphinx documentation
+docs/_build/
+*.desc
diff --git a/clients/python/LICENSE b/clients/python/LICENSE
new file mode 100644
index 00000000..8cae25e6
--- /dev/null
+++ b/clients/python/LICENSE
@@ -0,0 +1,201 @@
+                                 Apache License
+                           Version 2.0, January 2004
+                        http://www.apache.org/licenses/
+
+   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
+
+   1. Definitions.
+
+      "License" shall mean the terms and conditions for use, reproduction,
+      and distribution as defined by Sections 1 through 9 of this document.
+
+      "Licensor" shall mean the copyright owner or entity authorized by
+      the copyright owner that is granting the License.
+
+      "Legal Entity" shall mean the union of the acting entity and all
+      other entities that control, are controlled by, or are under common
+      control with that entity. For the purposes of this definition,
+      "control" means (i) the power, direct or indirect, to cause the
+      direction or management of such entity, whether by contract or
+      otherwise, or (ii) ownership of fifty percent (50%) or more of the
+      outstanding shares, or (iii) beneficial ownership of such entity.
+
+      "You" (or "Your") shall mean an individual or Legal Entity
+      exercising permissions granted by this License.
+
+      "Source" form shall mean the preferred form for making modifications,
+      including but not limited to software source code, documentation
+      source, and configuration files.
+
+      "Object" form shall mean any form resulting from mechanical
+      transformation or translation of a Source form, including but
+      not limited to compiled object code, generated documentation,
+      and conversions to other media types.
+
+      "Work" shall mean the work of authorship, whether in Source or
+      Object form, made available under the License, as indicated by a
+      copyright notice that is included in or attached to the work
+      (an example is provided in the Appendix below).
+
+      "Derivative Works" shall mean any work, whether in Source or Object
+      form, that is based on (or derived from) the Work and for which the
+      editorial revisions, annotations, elaborations, or other modifications
+      represent, as a whole, an original work of authorship. For the purposes
+      of this License, Derivative Works shall not include works that remain
+      separable from, or merely link (or bind by name) to the interfaces of,
+      the Work and Derivative Works thereof.
+
+      "Contribution" shall mean any work of authorship, including
+      the original version of the Work and any modifications or additions
+      to that Work or Derivative Works thereof, that is intentionally
+      submitted to Licensor for inclusion in the Work by the copyright owner
+      or by an individual or Legal Entity authorized to submit on behalf of
+      the copyright owner. For the purposes of this definition, "submitted"
+      means any form of electronic, verbal, or written communication sent
+      to the Licensor or its representatives, including but not limited to
+      communication on electronic mailing lists, source code control systems,
+      and issue tracking systems that are managed by, or on behalf of, the
+      Licensor for the purpose of discussing and improving the Work, but
+      excluding communication that is conspicuously marked or otherwise
+      designated in writing by the copyright owner as "Not a Contribution."
+
+      "Contributor" shall mean Licensor and any individual or Legal Entity
+      on behalf of whom a Contribution has been received by Licensor and
+      subsequently incorporated within the Work.
+
+   2. Grant of Copyright License. Subject to the terms and conditions of
+      this License, each Contributor hereby grants to You a perpetual,
+      worldwide, non-exclusive, no-charge, royalty-free, irrevocable
+      copyright license to reproduce, prepare Derivative Works of,
+      publicly display, publicly perform, sublicense, and distribute the
+      Work and such Derivative Works in Source or Object form.
+
+   3. Grant of Patent License. Subject to the terms and conditions of
+      this License, each Contributor hereby grants to You a perpetual,
+      worldwide, non-exclusive, no-charge, royalty-free, irrevocable
+      (except as stated in this section) patent license to make, have made,
+      use, offer to sell, sell, import, and otherwise transfer the Work,
+      where such license applies only to those patent claims licensable
+      by such Contributor that are necessarily infringed by their
+      Contribution(s) alone or by combination of their Contribution(s)
+      with the Work to which such Contribution(s) was submitted. If You
+      institute patent litigation against any entity (including a
+      cross-claim or counterclaim in a lawsuit) alleging that the Work
+      or a Contribution incorporated within the Work constitutes direct
+      or contributory patent infringement, then any patent licenses
+      granted to You under this License for that Work shall terminate
+      as of the date such litigation is filed.
+
+   4. Redistribution. You may reproduce and distribute copies of the
+      Work or Derivative Works thereof in any medium, with or without
+      modifications, and in Source or Object form, provided that You
+      meet the following conditions:
+
+      (a) You must give any other recipients of the Work or
+          Derivative Works a copy of this License; and
+
+      (b) You must cause any modified files to carry prominent notices
+          stating that You changed the files; and
+
+      (c) You must retain, in the Source form of any Derivative Works
+          that You distribute, all copyright, patent, trademark, and
+          attribution notices from the Source form of the Work,
+          excluding those notices that do not pertain to any part of
+          the Derivative Works; and
+
+      (d) If the Work includes a "NOTICE" text file as part of its
+          distribution, then any Derivative Works that You distribute must
+          include a readable copy of the attribution notices contained
+          within such NOTICE file, excluding those notices that do not
+          pertain to any part of the Derivative Works, in at least one
+          of the following places: within a NOTICE text file distributed
+          as part of the Derivative Works; within the Source form or
+          documentation, if provided along with the Derivative Works; or,
+          within a display generated by the Derivative Works, if and
+          wherever such third-party notices normally appear. The contents
+          of the NOTICE file are for informational purposes only and
+          do not modify the License. You may add Your own attribution
+          notices within Derivative Works that You distribute, alongside
+          or as an addendum to the NOTICE text from the Work, provided
+          that such additional attribution notices cannot be construed
+          as modifying the License.
+
+      You may add Your own copyright statement to Your modifications and
+      may provide additional or different license terms and conditions
+      for use, reproduction, or distribution of Your modifications, or
+      for any such Derivative Works as a whole, provided Your use,
+      reproduction, and distribution of the Work otherwise complies with
+      the conditions stated in this License.
+
+   5. Submission of Contributions. Unless You explicitly state otherwise,
+      any Contribution intentionally submitted for inclusion in the Work
+      by You to the Licensor shall be under the terms and conditions of
+      this License, without any additional terms or conditions.
+      Notwithstanding the above, nothing herein shall supersede or modify
+      the terms of any separate license agreement you may have executed
+      with Licensor regarding such Contributions.
+
+   6. Trademarks. This License does not grant permission to use the trade
+      names, trademarks, service marks, or product names of the Licensor,
+      except as required for reasonable and customary use in describing the
+      origin of the Work and reproducing the content of the NOTICE file.
+
+   7. Disclaimer of Warranty. Unless required by applicable law or
+      agreed to in writing, Licensor provides the Work (and each
+      Contributor provides its Contributions) on an "AS IS" BASIS,
+      WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
+      implied, including, without limitation, any warranties or conditions
+      of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
+      PARTICULAR PURPOSE. You are solely responsible for determining the
+      appropriateness of using or redistributing the Work and assume any
+      risks associated with Your exercise of permissions under this License.
+
+   8. Limitation of Liability. In no event and under no legal theory,
+      whether in tort (including negligence), contract, or otherwise,
+      unless required by applicable law (such as deliberate and grossly
+      negligent acts) or agreed to in writing, shall any Contributor be
+      liable to You for damages, including any direct, indirect, special,
+      incidental, or consequential damages of any character arising as a
+      result of this License or out of the use or inability to use the
+      Work (including but not limited to damages for loss of goodwill,
+      work stoppage, computer failure or malfunction, or any and all
+      other commercial damages or losses), even if such Contributor
+      has been advised of the possibility of such damages.
+
+   9. Accepting Warranty or Additional Liability. While redistributing
+      the Work or Derivative Works thereof, You may choose to offer,
+      and charge a fee for, acceptance of support, warranty, indemnity,
+      or other liability obligations and/or rights consistent with this
+      License. However, in accepting such obligations, You may act only
+      on Your own behalf and on Your sole responsibility, not on behalf
+      of any other Contributor, and only if You agree to indemnify,
+      defend, and hold each Contributor harmless for any liability
+      incurred by, or claims asserted against, such Contributor by reason
+      of your accepting any such warranty or additional liability.
+
+   END OF TERMS AND CONDITIONS
+
+   APPENDIX: How to apply the Apache License to your work.
+
+      To apply the Apache License to your work, attach the following
+      boilerplate notice, with the fields enclosed by brackets "[]"
+      replaced with your own identifying information. (Don't include
+      the brackets!)  The text should be enclosed in the appropriate
+      comment syntax for the file format. We also recommend that a
+      file or class name and description of purpose be included on the
+      same "printed page" as the copyright notice for easier
+      identification within third-party archives.
+
+   Copyright [2024] [raystack]
+
+   Licensed under the Apache License, Version 2.0 (the "License");
+   you may not use this file except in compliance with the License.
+   You may obtain a copy of the License at
+
+       http://www.apache.org/licenses/LICENSE-2.0
+
+   Unless required by applicable law or agreed to in writing, software
+   distributed under the License is distributed on an "AS IS" BASIS,
+   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+   See the License for the specific language governing permissions and
+   limitations under the License.
diff --git a/clients/python/README.md b/clients/python/README.md
new file mode 100644
index 00000000..c16b8edb
--- /dev/null
+++ b/clients/python/README.md
@@ -0,0 +1,69 @@
+# Stencil Python client
+
+[![PyPI version](https://badge.fury.io/py/stencil-python-client.svg)](https://pypi.org/project/stencil-python-client)
+
+Stencil Python client package provides a store to lookup protobuf descriptors and options to keep the protobuf descriptors upto date.
+
+It has following features
+ - Deserialize protobuf messages directly by specifying protobuf message name
+ - Ability to refresh protobuf descriptors in specified intervals
+ - Support to download descriptors from multiple urls
+
+
+## Requirements
+
+ - Python 3.7+
+
+## Installation
+
+Install it via git reference
+```
+stencil-python-client = { git = "git+https://github.com/raystack/stencil.git", subdirectory = "clients/python"}
+```
+
+Then import the stencil package into your own code as mentioned below
+```python
+from raystack import stencil
+```
+
+## Usage
+
+### Creating a client
+
+```python
+from raystack import stencil
+
+url = "http://url/to/proto/descriptorset/file"
+client = stencil.Client(url)
+```
+
+### Creating a multiURLClient
+
+```python
+from raystack import stencil
+
+urls = ["http://urlA", "http://urlB"]
+client = stencil.MultiUrlClient(urls)
+```
+
+### Get Descriptor
+```python
+from raystack import stencil
+
+url = "http://url/to/proto/descriptorset/file"
+client = stencil.Client(url)
+client.get_descriptor("google.protobuf.DescriptorProto")
+```
+
+### Parse protobuf message. 
+```python
+from raystack import stencil
+
+url = "http://url/to/proto/descriptorset/file"
+client = stencil.Client(url)
+
+data = ""
+desc = client.parse("google.protobuf.DescriptorProto", data)
+```
+
+Refer to [stencil documentation](https://raystack.gitbook.io/stencil/) for more information what you can do in stencil.
diff --git a/clients/python/conftest.py b/clients/python/conftest.py
new file mode 100644
index 00000000..e946b0b7
--- /dev/null
+++ b/clients/python/conftest.py
@@ -0,0 +1,14 @@
+from subprocess import run
+
+import pytest
+import os
+
+
+@pytest.fixture(scope="session")
+def protoc_setup():
+    current_dir = os.path.dirname(os.path.realpath(__file__))
+    output_file = os.path.join(current_dir, 'test/data/one.desc')
+
+    input_dir = os.path.join(current_dir, 'test/data')
+    run(['protoc', f'--descriptor_set_out={output_file}', '--include_imports', f'--proto_path={input_dir}',
+         'one.proto'], cwd=current_dir)
diff --git a/clients/python/requirements.txt b/clients/python/requirements.txt
new file mode 100644
index 00000000..a26171a8
--- /dev/null
+++ b/clients/python/requirements.txt
@@ -0,0 +1,5 @@
+protobuf==3.17.3
+pytest==6.2.5
+pytest-cov==2.12.1
+schedule==1.1.0
+requests==2.26.0
diff --git a/clients/python/setup.py b/clients/python/setup.py
new file mode 100644
index 00000000..0d6725aa
--- /dev/null
+++ b/clients/python/setup.py
@@ -0,0 +1,31 @@
+import setuptools
+
+with open("README.md", "r", encoding="utf-8") as fh:
+    long_description = fh.read()
+
+setuptools.setup(
+    name="stencil-python-client",
+    version="0.0.1",
+    author="Raystack",
+    author_email="raystack@gmail.com",
+    description="Stencil Python client package provides a store to lookup protobuf descriptors and options to keep the protobuf descriptors upto date.",
+    long_description=long_description,
+    long_description_content_type="text/markdown",
+    url="https://github.com/raystack/stencil",
+    project_urls={
+        "Bug Tracker": "https://github.com/raystack/stencil/issues",
+    },
+    classifiers=[
+        "Programming Language :: Python :: 3",
+        "License :: OSI Approved :: Apache Software License",
+        "Operating System :: OS Independent",
+    ],
+    package_dir={"": "src"},
+    packages=setuptools.find_packages(where="src"),
+    python_requires=">=3.6",
+    install_requires=[
+        'protobuf',
+        'schedule',
+        'requests'
+    ]
+)
diff --git a/clients/python/src/raystack/__init__.py b/clients/python/src/raystack/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/clients/python/src/raystack/stencil.py b/clients/python/src/raystack/stencil.py
new file mode 100644
index 00000000..3712c127
--- /dev/null
+++ b/clients/python/src/raystack/stencil.py
@@ -0,0 +1,32 @@
+from schedule import Scheduler
+from google.protobuf.message import Message
+
+from raystack.store import Store
+
+
+class MultiUrlClient:
+    def __init__(self, urls:list, interval=3600, auto_refresh=False) -> None:
+        self._store = Store()
+        self._urls = urls
+        self._interval = interval
+        self._auto_refresh = auto_refresh
+        self._scheduler = Scheduler()
+        if self._auto_refresh:
+            self._scheduler.every(self._interval).seconds.do(self.refresh)
+        self.refresh()
+
+    def refresh(self):
+        for url in self._urls:
+            self._store.load(url=url)
+
+    def get_descriptor(self, name: str) -> Message:
+        return self._store.get(name)
+
+    def parse(self, name: str, data: bytes):
+        msg = self.get_descriptor(name)
+        return msg.ParseFromString(data)
+
+
+class Client(MultiUrlClient):
+    def __init__(self, url: str) -> None:
+        super().__init__([url])
diff --git a/clients/python/src/raystack/store.py b/clients/python/src/raystack/store.py
new file mode 100644
index 00000000..a254fb21
--- /dev/null
+++ b/clients/python/src/raystack/store.py
@@ -0,0 +1,23 @@
+import requests
+from google.protobuf.descriptor_pb2 import FileDescriptorSet
+from google.protobuf.message import Message
+from google.protobuf.message_factory import GetMessages
+
+
+class Store:
+    def __init__(self):
+        self.data = {}
+
+    def get(self, name) -> Message:
+        return self.data.get(name)
+
+    def _load_from_url(self, url):
+        result = requests.get(url, stream=True)
+        return result.raw.read()
+
+    def load(self, url: str = None, data: bytes = None):
+        if url:
+            data = self._load_from_url(url)
+        fds = FileDescriptorSet.FromString(data)
+        messages = GetMessages([file for file in fds.file])
+        self.data.update(messages)
diff --git a/clients/python/test/data/one.proto b/clients/python/test/data/one.proto
new file mode 100644
index 00000000..90d58b0b
--- /dev/null
+++ b/clients/python/test/data/one.proto
@@ -0,0 +1,24 @@
+syntax = "proto3";
+
+package test;
+import "google/protobuf/timestamp.proto";
+option java_package = "test.stencil";
+
+message One {
+  int64 field_one = 1;
+}
+
+message Two {
+  message Three {
+      string data = 1;
+      google.protobuf.Timestamp timestamp = 3;
+  }
+  Three id = 1;
+  message Four {
+      Four recursive = 2;
+      string field_two = 3;
+      message Five {
+          double id = 1;
+      }
+  }
+}
diff --git a/clients/python/test/test_client.py b/clients/python/test/test_client.py
new file mode 100644
index 00000000..22eccbf3
--- /dev/null
+++ b/clients/python/test/test_client.py
@@ -0,0 +1,32 @@
+from unittest.mock import patch
+
+from google.protobuf.reflection import GeneratedProtocolMessageType
+
+from src.raystack.stencil import Client
+from src.raystack.store import Store
+
+URL = 'http://stencil.test/proto-descriptors/test/latest'
+
+
+def get_file_desc():
+    with open('data/one.desc', 'rb') as myfile:
+        desc = myfile.read()
+    return desc
+
+
+def test_store(protoc_setup):
+    file_desc = get_file_desc()
+    store = Store()
+    store.load(data=file_desc)
+    assert 'test.One' in store.data
+    assert isinstance(store.get('test.One'), store.get('test.One').__class__)
+
+
+@patch('raystack.store.Store._load_from_url')
+def test_client(test_desc_from_url, protoc_setup):
+    file_desc = get_file_desc()
+    test_desc_from_url.return_value = file_desc
+
+    client = Client(URL)
+
+    assert isinstance(client.get_descriptor('test.One'), GeneratedProtocolMessageType)