diff --git a/.github/actions/uv_setup/action.yml b/.github/actions/uv_setup/action.yml
new file mode 100644
index 00000000..3b9db69e
--- /dev/null
+++ b/.github/actions/uv_setup/action.yml
@@ -0,0 +1,21 @@
+# TODO: https://docs.astral.sh/uv/guides/integration/github/#caching
+
+name: uv-install
+description: Set up Python and uv
+
+inputs:
+  python-version:
+    description: Python version, supporting MAJOR.MINOR only
+    required: true
+
+env:
+  UV_VERSION: "0.5.25"
+
+runs:
+  using: composite
+  steps:
+    - name: Install uv and set the python version
+      uses: astral-sh/setup-uv@v5
+      with:
+        version: ${{ env.UV_VERSION }}
+        python-version: ${{ inputs.python-version }}
diff --git a/.github/workflows/_lint.yml b/.github/workflows/_lint.yml
new file mode 100644
index 00000000..3648eb6d
--- /dev/null
+++ b/.github/workflows/_lint.yml
@@ -0,0 +1,44 @@
+name: lint
+
+on:
+  workflow_call:
+    inputs:
+      working-directory:
+        required: true
+        type: string
+        description: "From which folder this pipeline executes"
+      python-version:
+        required: true
+        type: string
+        description: "Python version to use"
+
+env:
+  WORKDIR: ${{ inputs.working-directory == '' && '.' || inputs.working-directory }}
+
+  # This env var allows us to get inline annotations when ruff has complaints.
+  RUFF_OUTPUT_FORMAT: github
+
+  UV_FROZEN: "true"
+
+jobs:
+  build:
+    name: "make lint #${{ inputs.python-version }}"
+    runs-on: ubuntu-latest
+    timeout-minutes: 20
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Set up Python ${{ inputs.python-version }} + uv
+        uses: "./.github/actions/uv_setup"
+        with:
+          python-version: ${{ inputs.python-version }}
+
+      - name: Install dependencies
+        working-directory: ${{ inputs.working-directory }}
+        run: |
+          uv sync --group test
+
+      - name: Analysing the code with our lint
+        working-directory: ${{ inputs.working-directory }}
+        run: |
+          make lint
diff --git a/.github/workflows/_test.yml b/.github/workflows/_test.yml
new file mode 100644
index 00000000..12e4289b
--- /dev/null
+++ b/.github/workflows/_test.yml
@@ -0,0 +1,42 @@
+name: test
+
+on:
+  workflow_call:
+    inputs:
+      working-directory:
+        required: true
+        type: string
+        description: "From which folder this pipeline executes"
+      python-version:
+        required: true
+        type: string
+        description: "Python version to use"
+
+env:
+  UV_FROZEN: "true"
+  UV_NO_SYNC: "true"
+
+jobs:
+  build:
+    defaults:
+      run:
+        working-directory: ${{ inputs.working-directory }}
+    runs-on: ubuntu-latest
+    timeout-minutes: 20
+    name: "make test #${{ inputs.python-version }}"
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Set up Python ${{ inputs.python-version }} + uv
+        uses: "./.github/actions/uv_setup"
+        id: setup-python
+        with:
+          python-version: ${{ inputs.python-version }}
+      - name: Install dependencies
+        shell: bash
+        run: uv sync --group test
+
+      - name: Run core tests
+        shell: bash
+        run: |
+          make test
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 00000000..d8fc05b6
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,58 @@
+---
+name: Run CI Tests
+
+on:
+  push:
+    branches: [ main ]
+  pull_request:
+  workflow_dispatch:  # Allows to trigger the workflow manually in GitHub UI
+
+# If another push to the same PR or branch happens while this workflow is still running,
+# cancel the earlier run in favor of the next run.
+#
+# There's no point in testing an outdated version of the code. GitHub only allows
+# a limited number of job runners to be active at the same time, so it's better to cancel
+# pointless jobs early so that more useful jobs can run sooner.
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+jobs:
+  lint:
+    strategy:
+      matrix:
+        # Only lint on the min and max supported Python versions.
+        # It's extremely unlikely that there's a lint issue on any version in between
+        # that doesn't show up on the min or max versions.
+        #
+        # GitHub rate-limits how many jobs can be running at any one time.
+        # Starting new jobs is also relatively slow,
+        # so linting on fewer versions makes CI faster.
+        python-version:
+          - "3.12"
+    uses:
+      ./.github/workflows/_lint.yml
+    with:
+      working-directory: .
+      python-version: ${{ matrix.python-version }}
+    secrets: inherit
+  test:
+    strategy:
+      matrix:
+        # Only lint on the min and max supported Python versions.
+        # It's extremely unlikely that there's a lint issue on any version in between
+        # that doesn't show up on the min or max versions.
+        #
+        # GitHub rate-limits how many jobs can be running at any one time.
+        # Starting new jobs is also relatively slow,
+        # so linting on fewer versions makes CI faster.
+        python-version:
+          - "3.10"
+          - "3.12"
+    uses:
+      ./.github/workflows/_test.yml
+    with:
+      working-directory: .
+      python-version: ${{ matrix.python-version }}
+    secrets: inherit
+
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
new file mode 100644
index 00000000..20b1f45a
--- /dev/null
+++ b/.github/workflows/release.yml
@@ -0,0 +1,151 @@
+name: release
+run-name: Release ${{ inputs.working-directory }} by @${{ github.actor }}
+on:
+  workflow_call:
+    inputs:
+      working-directory:
+        required: true
+        type: string
+        description: "From which folder this pipeline executes"
+  workflow_dispatch:
+    inputs:
+      working-directory:
+        description: "From which folder this pipeline executes"
+        default: "."
+      dangerous-nonmain-release:
+        required: false
+        type: boolean
+        default: false
+        description: "Release from a non-main branch (danger!)"
+
+env:
+  PYTHON_VERSION: "3.11"
+  UV_FROZEN: "true"
+  UV_NO_SYNC: "true"
+
+jobs:
+  build:
+    if: github.ref == 'refs/heads/main' || inputs.dangerous-nonmain-release
+    environment: Scheduled testing
+    runs-on: ubuntu-latest
+
+    outputs:
+      pkg-name: ${{ steps.check-version.outputs.pkg-name }}
+      version: ${{ steps.check-version.outputs.version }}
+
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Set up Python + uv
+        uses: "./.github/actions/uv_setup"
+        with:
+          python-version: ${{ env.PYTHON_VERSION }}
+
+      # We want to keep this build stage *separate* from the release stage,
+      # so that there's no sharing of permissions between them.
+      # The release stage has trusted publishing and GitHub repo contents write access,
+      # and we want to keep the scope of that access limited just to the release job.
+      # Otherwise, a malicious `build` step (e.g. via a compromised dependency)
+      # could get access to our GitHub or PyPI credentials.
+      #
+      # Per the trusted publishing GitHub Action:
+      # > It is strongly advised to separate jobs for building [...]
+      # > from the publish job.
+      # https://github.com/pypa/gh-action-pypi-publish#non-goals
+      - name: Build project for distribution
+        run: uv build
+      - name: Upload build
+        uses: actions/upload-artifact@v4
+        with:
+          name: dist
+          path: ${{ inputs.working-directory }}/dist/
+
+      - name: Check Version
+        id: check-version
+        shell: python
+        working-directory: ${{ inputs.working-directory }}
+        run: |
+          import os
+          import tomllib
+          with open("pyproject.toml", "rb") as f:
+              data = tomllib.load(f)
+          pkg_name = data["project"]["name"]
+          version = data["project"]["version"]
+          with open(os.environ["GITHUB_OUTPUT"], "a") as f:
+              f.write(f"pkg-name={pkg_name}\n")
+              f.write(f"version={version}\n")
+  publish:
+    needs:
+      - build
+    runs-on: ubuntu-latest
+    permissions:
+      # This permission is used for trusted publishing:
+      # https://blog.pypi.org/posts/2023-04-20-introducing-trusted-publishers/
+      #
+      # Trusted publishing has to also be configured on PyPI for each package:
+      # https://docs.pypi.org/trusted-publishers/adding-a-publisher/
+      id-token: write
+
+    defaults:
+      run:
+        working-directory: ${{ inputs.working-directory }}
+
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Set up Python + uv
+        uses: "./.github/actions/uv_setup"
+        with:
+          python-version: ${{ env.PYTHON_VERSION }}
+
+      - uses: actions/download-artifact@v4
+        with:
+          name: dist
+          path: ${{ inputs.working-directory }}/dist/
+
+      - name: Publish package distributions to PyPI
+        uses: pypa/gh-action-pypi-publish@release/v1
+        with:
+          packages-dir: ${{ inputs.working-directory }}/dist/
+          verbose: true
+          print-hash: true
+          # Temp workaround since attestations are on by default as of gh-action-pypi-publish v1.11.0
+          attestations: false
+
+  mark-release:
+    needs:
+      - build
+      - publish
+    runs-on: ubuntu-latest
+    permissions:
+      # This permission is needed by `ncipollo/release-action` to
+      # create the GitHub release.
+      contents: write
+
+    defaults:
+      run:
+        working-directory: ${{ inputs.working-directory }}
+
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Set up Python + uv
+        uses: "./.github/actions/uv_setup"
+        with:
+          python-version: ${{ env.PYTHON_VERSION }}
+
+      - uses: actions/download-artifact@v4
+        with:
+          name: dist
+          path: ${{ inputs.working-directory }}/dist/
+
+      - name: Create Tag
+        uses: ncipollo/release-action@v1
+        with:
+          artifacts: "dist/*"
+          token: ${{ secrets.GITHUB_TOKEN }}
+          generateReleaseNotes: true
+          tag: ${{needs.build.outputs.pkg-name}}==${{ needs.build.outputs.version }}
+          body: ${{ needs.release-notes.outputs.release-body }}
+          commit: main
+          makeLatest: true
\ No newline at end of file
diff --git a/Makefile b/Makefile
new file mode 100644
index 00000000..dd00d9a2
--- /dev/null
+++ b/Makefile
@@ -0,0 +1,53 @@
+.PHONY: all lint format test help
+
+# Default target executed when no arguments are given to make.
+all: help
+
+######################
+# TESTING AND COVERAGE
+######################
+
+# Define a variable for the test file path.
+TEST_FILE ?= tests/
+
+test:
+	uv run pytest --disable-socket --allow-unix-socket $(TEST_FILE)
+
+test_watch:
+	uv run ptw . -- $(TEST_FILE)
+
+
+######################
+# LINTING AND FORMATTING
+######################
+
+# Define a variable for Python and notebook files.
+lint format: PYTHON_FILES=.
+lint_diff format_diff: PYTHON_FILES=$(shell git diff --relative=. --name-only --diff-filter=d master | grep -E '\.py$$|\.ipynb$$')
+
+lint lint_diff:
+	[ "$(PYTHON_FILES)" = "" ] ||	uv run ruff format $(PYTHON_FILES) --diff
+	[ "$(PYTHON_FILES)" = "" ] ||	uv run ruff check $(PYTHON_FILES) --diff
+	# [ "$(PYTHON_FILES)" = "" ] || uv run mypy $(PYTHON_FILES)
+
+format format_diff:
+	[ "$(PYTHON_FILES)" = "" ] || uv run ruff check --fix $(PYTHON_FILES)
+	[ "$(PYTHON_FILES)" = "" ] || uv run ruff format $(PYTHON_FILES)
+
+	
+
+######################
+# HELP
+######################
+
+help:
+	@echo '===================='
+	@echo '-- LINTING --'
+	@echo 'format                       - run code formatters'
+	@echo 'lint                         - run linters'
+	@echo '-- TESTS --'
+	@echo 'test                         - run unit tests'
+	@echo 'test TEST_FILE=<test_file>   - run all tests in file'
+	@echo '-- DOCUMENTATION tasks are from the top-level Makefile --'
+
+
diff --git a/langchain_mcp_adapters/client.py b/langchain_mcp_adapters/client.py
index 617f894e..6889a76f 100644
--- a/langchain_mcp_adapters/client.py
+++ b/langchain_mcp_adapters/client.py
@@ -1,10 +1,11 @@
 from contextlib import AsyncExitStack
 from types import TracebackType
-from typing import cast, Literal
+from typing import Literal, cast
 
+from langchain_core.tools import BaseTool
 from mcp import ClientSession, StdioServerParameters
 from mcp.client.stdio import stdio_client
-from langchain_core.tools import BaseTool
+
 from langchain_mcp_adapters.tools import load_mcp_tools
 
 
@@ -36,9 +37,7 @@ async def connect_to_server(
         )
 
         # Create and store the connection
-        stdio_transport = await self.exit_stack.enter_async_context(
-            stdio_client(server_params)
-        )
+        stdio_transport = await self.exit_stack.enter_async_context(stdio_client(server_params))
         read, write = stdio_transport
         session = cast(
             ClientSession,
diff --git a/langchain_mcp_adapters/tools.py b/langchain_mcp_adapters/tools.py
index 70d0c549..04106ab2 100644
--- a/langchain_mcp_adapters/tools.py
+++ b/langchain_mcp_adapters/tools.py
@@ -1,15 +1,16 @@
 from typing import Any
 
+from langchain_core.tools import BaseTool, StructuredTool, ToolException
+from mcp import ClientSession
 from mcp.types import (
-    Tool as MCPTool,
     CallToolResult,
-    TextContent,
-    ImageContent,
     EmbeddedResource,
+    ImageContent,
+    TextContent,
+)
+from mcp.types import (
+    Tool as MCPTool,
 )
-from mcp import ClientSession
-from langchain_core.tools import BaseTool, StructuredTool, ToolException
-
 
 NonTextContent = ImageContent | EmbeddedResource
 
diff --git a/pyproject.toml b/pyproject.toml
index 5c981360..7e1a098f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -10,13 +10,51 @@ authors = [
     {name = "Vadym Barda", email = "19161700+vbarda@users.noreply.github.com "}
 ]
 readme = "README.md"
-requires-python = ">=3.11"
+requires-python = ">=3.10"
 dependencies = [
     "langchain-core>=0.3.36",
     "mcp>=1.2.1",
 ]
 
 [dependency-groups]
-dev = [
+test = [
+    "pytest>=8.0.0",
     "ruff>=0.9.4",
+    "mypy>=1.8.0",
+    "pytest-socket>=0.7.0",
+    "types-setuptools>=69.0.0",
 ]
+
+[tool.pytest.ini_options]
+minversion = "8.0"
+addopts = "-ra -q -v"
+testpaths = [
+    "tests",
+]
+python_files = ["test_*.py"]
+python_functions = ["test_*"]
+
+[tool.ruff]
+line-length = 100
+target-version = "py310"
+
+[tool.ruff.lint]
+select = [
+    "E",  # pycodestyle errors
+    "W",  # pycodestyle warnings
+    "F",  # pyflakes
+    "I",  # isort
+    "B",  # flake8-bugbear
+]
+ignore = [
+  "E501" # line-length
+]
+
+
+[tool.mypy]
+python_version = "3.11"
+warn_return_any = true
+warn_unused_configs = true
+disallow_untyped_defs = true
+check_untyped_defs = true
+
diff --git a/tests/__init__.py b/tests/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/tests/test_import.py b/tests/test_import.py
new file mode 100644
index 00000000..14140b31
--- /dev/null
+++ b/tests/test_import.py
@@ -0,0 +1,3 @@
+def test_import() -> None:
+    """Test that the code can be imported"""
+    from langchain_mcp_adapters import client, tools  # noqa: F401
diff --git a/uv.lock b/uv.lock
index 2c2ea2d5..fbcf9b04 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,5 +1,5 @@
 version = 1
-requires-python = ">=3.11"
+requires-python = ">=3.10"
 resolution-markers = [
     "python_full_version >= '3.12.4'",
     "python_full_version < '3.12.4'",
@@ -19,6 +19,7 @@ name = "anyio"
 version = "4.8.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
+    { name = "exceptiongroup", marker = "python_full_version < '3.11'" },
     { name = "idna" },
     { name = "sniffio" },
     { name = "typing-extensions", marker = "python_full_version < '3.13'" },
@@ -46,6 +47,18 @@ dependencies = [
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/fc/97/c783634659c2920c3fc70419e3af40972dbaf758daa229a7d6ea6135c90d/cffi-1.17.1.tar.gz", hash = "sha256:1c39c6016c32bc48dd54561950ebd6836e1670f2ae46128f67cf49e789c52824", size = 516621 }
 wheels = [
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