From 28b09e17e796ebed421b4fd035b21454d30520e7 Mon Sep 17 00:00:00 2001
From: cjber <cjberragan@gmail.com>
Date: Sun, 23 Mar 2025 15:59:20 +0000
Subject: [PATCH 01/17] swap ai/mcp to uv

---
 python/thirdweb-ai/test.py | 0
 1 file changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 python/thirdweb-ai/test.py

diff --git a/python/thirdweb-ai/test.py b/python/thirdweb-ai/test.py
new file mode 100644
index 0000000..e69de29

From 2b701078e79190e8de9adc4f42ddd7073baf290e Mon Sep 17 00:00:00 2001
From: cjber <cjberragan@gmail.com>
Date: Mon, 24 Mar 2025 16:54:30 +0000
Subject: [PATCH 02/17] feat: add initial workflows for publising to pypi
 together

---
 .../workflows/publish_pypi_thirdweb_ai.yaml   | 144 +++++++++++++++---
 .../workflows/publish_pypi_thirdweb_mcp.yaml  | 141 ++++++++++++++---
 .github/workflows/sync_dependencies.yaml      |  61 ++++++++
 3 files changed, 296 insertions(+), 50 deletions(-)
 create mode 100644 .github/workflows/sync_dependencies.yaml

diff --git a/.github/workflows/publish_pypi_thirdweb_ai.yaml b/.github/workflows/publish_pypi_thirdweb_ai.yaml
index cc28466..7d94dbe 100644
--- a/.github/workflows/publish_pypi_thirdweb_ai.yaml
+++ b/.github/workflows/publish_pypi_thirdweb_ai.yaml
@@ -1,11 +1,100 @@
 name: Publish thirdweb AI to PyPI
 
 on:
+  push:
+    tags:
+      - 'thirdweb-ai-v*'
   workflow_dispatch:
+    inputs:
+      release_type:
+        description: 'Type of release (patch, minor, major)'
+        required: true
+        default: 'patch'
+        type: choice
+        options:
+          - patch
+          - minor
+          - major
 
 jobs:
-  deploy-pypi-thirdweb-ai:
+  check-and-build:
     runs-on: ubuntu-latest
+    defaults:
+      run:
+        working-directory: ./python/thirdweb-ai
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+      
+      - name: Install uv
+        uses: astral-sh/setup-uv@v5
+      
+      - name: Install Python
+        uses: actions/setup-python@v5
+        with:
+          enable-cache: true
+          cache-dependency-glob: "uv.lock"
+      
+      - name: Install the project
+        run: uv sync
+      
+      - name: Run linting
+        run: uv run ruff check .
+      
+      - name: Run type checking
+        run: uv run pyright
+      
+      - name: Run tests
+        run: uv run pytest
+
+  prepare-release:
+    runs-on: ubuntu-latest
+    needs: check-and-build
+    if: github.event_name == 'workflow_dispatch'
+    defaults:
+      run:
+        working-directory: ./python/thirdweb-ai
+    outputs:
+      version: ${{ steps.semantic_release.outputs.version }}
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          token: ${{ secrets.GITHUB_TOKEN }}
+          fetch-depth: 0
+      
+      - name: Install uv
+        uses: astral-sh/setup-uv@v5
+      
+      - name: Install Python
+        uses: actions/setup-python@v5
+        with:
+          enable-cache: true
+          cache-dependency-glob: "uv.lock"
+      
+      - name: Install the project with development dependencies
+        run: uv sync --all
+      
+      - name: Set up Git
+        run: |
+          git config --global user.name "GitHub Actions"
+          git config --global user.email "actions@github.com"
+      
+      - name: Run semantic release
+        id: semantic_release
+        run: |
+          uv run semantic-release --${{ github.event.inputs.release_type }}
+          echo "version=$(grep -Po '(?<=__version__ = ")[^"]*' src/thirdweb_ai/__init__.py)" >> $GITHUB_OUTPUT
+      
+      - name: Create tag
+        run: |
+          git tag -a thirdweb-ai-v${{ steps.semantic_release.outputs.version }} -m "Release thirdweb-ai v${{ steps.semantic_release.outputs.version }}"
+          git push origin thirdweb-ai-v${{ steps.semantic_release.outputs.version }}
+
+  deploy:
+    runs-on: ubuntu-latest
+    needs: [check-and-build, prepare-release]
+    if: ${{ github.event_name == 'push' || github.event_name == 'workflow_dispatch' }}
     defaults:
       run:
         working-directory: ./python/thirdweb-ai
@@ -15,28 +104,33 @@ jobs:
     permissions:
       contents: read
       id-token: write
-
     steps:
-    - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
-
-    - name: Install uv
-      uses: astral-sh/setup-uv@22695119d769bdb6f7032ad67b9bca0ef8c4a174 # v5
-
-    - name: Install Python
-      uses: actions/setup-python@42375524e23c412d93fb67b49958b491fce71c38 # v5.4.0
-      with:
-        enable-cache: true
-        cache-dependency-glob: "uv.lock" # Update cache if uv.lock changes
-
-    - name: Install the project
-      run: uv sync
-
-    - name: Build package
-      run: uv build
-
-    - name: Publish package
-      uses: pypa/gh-action-pypi-publish@76f52bc884231f62b9a034ebfe128415bbaabdfc # v1.12.4
-      with:
-        user: __token__
-        password: ${{ secrets.PYPI_API_KEY }}
-        packages-dir: python/thirdweb-ai/dist/
+      - uses: actions/checkout@v4
+        if: github.event_name == 'push'
+      
+      - uses: actions/checkout@v4
+        if: github.event_name == 'workflow_dispatch'
+        with:
+          ref: thirdweb-ai-v${{ needs.prepare-release.outputs.version }}
+      
+      - name: Install uv
+        uses: astral-sh/setup-uv@v5
+      
+      - name: Install Python
+        uses: actions/setup-python@v5
+        with:
+          enable-cache: true
+          cache-dependency-glob: "uv.lock"
+      
+      - name: Install the project
+        run: uv sync
+      
+      - name: Build package
+        run: uv build
+      
+      - name: Publish package
+        uses: pypa/gh-action-pypi-publish@v1
+        with:
+          user: __token__
+          password: ${{ secrets.PYPI_API_KEY }}
+          packages-dir: python/thirdweb-ai/dist/
\ No newline at end of file
diff --git a/.github/workflows/publish_pypi_thirdweb_mcp.yaml b/.github/workflows/publish_pypi_thirdweb_mcp.yaml
index 2ead948..5abb36e 100644
--- a/.github/workflows/publish_pypi_thirdweb_mcp.yaml
+++ b/.github/workflows/publish_pypi_thirdweb_mcp.yaml
@@ -1,11 +1,97 @@
 name: Publish thirdweb MCP to PyPI
 
 on:
+  push:
+    tags:
+      - 'thirdweb-mcp-v*'
   workflow_dispatch:
+    inputs:
+      release_type:
+        description: 'Type of release (patch, minor, major)'
+        required: true
+        default: 'patch'
+        type: choice
+        options:
+          - patch
+          - minor
+          - major
 
 jobs:
-  deploy-pypi-thirdweb-mcp:
+  check-and-build:
     runs-on: ubuntu-latest
+    defaults:
+      run:
+        working-directory: ./python/thirdweb-mcp
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+      
+      - name: Install uv
+        uses: astral-sh/setup-uv@v5
+      
+      - name: Install Python
+        uses: actions/setup-python@v5
+        with:
+          enable-cache: true
+          cache-dependency-glob: "uv.lock"
+      
+      - name: Install the project
+        run: uv sync
+      
+      - name: Run linting
+        run: uv run ruff check .
+      
+      - name: Run type checking
+        run: uv run pyright
+
+  prepare-release:
+    runs-on: ubuntu-latest
+    needs: check-and-build
+    if: github.event_name == 'workflow_dispatch'
+    defaults:
+      run:
+        working-directory: ./python/thirdweb-mcp
+    outputs:
+      version: ${{ steps.semantic_release.outputs.version }}
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          token: ${{ secrets.GITHUB_TOKEN }}
+          fetch-depth: 0
+      
+      - name: Install uv
+        uses: astral-sh/setup-uv@v5
+      
+      - name: Install Python
+        uses: actions/setup-python@v5
+        with:
+          enable-cache: true
+          cache-dependency-glob: "uv.lock"
+      
+      - name: Install the project with development dependencies
+        run: uv sync --all
+      
+      - name: Set up Git
+        run: |
+          git config --global user.name "GitHub Actions"
+          git config --global user.email "actions@github.com"
+      
+      - name: Run semantic release
+        id: semantic_release
+        run: |
+          uv run semantic-release --${{ github.event.inputs.release_type }}
+          echo "version=$(grep -Po '(?<=__version__ = ")[^"]*' src/mcp.py)" >> $GITHUB_OUTPUT
+      
+      - name: Create tag
+        run: |
+          git tag -a thirdweb-mcp-v${{ steps.semantic_release.outputs.version }} -m "Release thirdweb-mcp v${{ steps.semantic_release.outputs.version }}"
+          git push origin thirdweb-mcp-v${{ steps.semantic_release.outputs.version }}
+
+  deploy:
+    runs-on: ubuntu-latest
+    needs: [check-and-build, prepare-release]
+    if: ${{ github.event_name == 'push' || github.event_name == 'workflow_dispatch' }}
     defaults:
       run:
         working-directory: ./python/thirdweb-mcp
@@ -15,28 +101,33 @@ jobs:
     permissions:
       contents: read
       id-token: write
-
     steps:
-    - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
-
-    - name: Install uv
-      uses: astral-sh/setup-uv@22695119d769bdb6f7032ad67b9bca0ef8c4a174 # v5
-
-    - name: Install Python
-      uses: actions/setup-python@42375524e23c412d93fb67b49958b491fce71c38 # v5.4.0
-      with:
-        enable-cache: true
-        cache-dependency-glob: "uv.lock" # Update cache if uv.lock changes
-
-    - name: Install the project
-      run: uv sync
-
-    - name: Build package
-      run: uv build
-
-    - name: Publish package
-      uses: pypa/gh-action-pypi-publish@76f52bc884231f62b9a034ebfe128415bbaabdfc # v1.12.4
-      with:
-        user: __token__
-        password: ${{ secrets.PYPI_API_KEY }}
-        packages-dir: python/thirdweb-mcp/dist/
+      - uses: actions/checkout@v4
+        if: github.event_name == 'push'
+      
+      - uses: actions/checkout@v4
+        if: github.event_name == 'workflow_dispatch'
+        with:
+          ref: thirdweb-mcp-v${{ needs.prepare-release.outputs.version }}
+      
+      - name: Install uv
+        uses: astral-sh/setup-uv@v5
+      
+      - name: Install Python
+        uses: actions/setup-python@v5
+        with:
+          enable-cache: true
+          cache-dependency-glob: "uv.lock"
+      
+      - name: Install the project
+        run: uv sync
+      
+      - name: Build package
+        run: uv build
+      
+      - name: Publish package
+        uses: pypa/gh-action-pypi-publish@v1
+        with:
+          user: __token__
+          password: ${{ secrets.PYPI_API_KEY }}
+          packages-dir: python/thirdweb-mcp/dist/
\ No newline at end of file
diff --git a/.github/workflows/sync_dependencies.yaml b/.github/workflows/sync_dependencies.yaml
new file mode 100644
index 0000000..4e0f168
--- /dev/null
+++ b/.github/workflows/sync_dependencies.yaml
@@ -0,0 +1,61 @@
+name: Synchronize Dependency Versions
+
+on:
+  workflow_run:
+    workflows: ["Publish thirdweb AI to PyPI"]
+    types:
+      - completed
+
+jobs:
+  update-dependencies:
+    if: ${{ github.event.workflow_run.conclusion == 'success' }}
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+      
+      - name: Extract thirdweb-ai version
+        id: get_ai_version
+        run: |
+          REF_NAME=${{ github.event.workflow_run.head_branch }}
+          if [[ $REF_NAME == thirdweb-ai-v* ]]; then
+            VERSION=${REF_NAME#thirdweb-ai-v}
+            echo "version=$VERSION" >> $GITHUB_OUTPUT
+            echo "Found thirdweb-ai version: $VERSION"
+          else
+            echo "No valid thirdweb-ai version tag found"
+            exit 0
+          fi
+      
+      - name: Set up Git
+        run: |
+          git config --global user.name "GitHub Actions"
+          git config --global user.email "actions@github.com"
+      
+      - name: Create branch for dependency update
+        if: steps.get_ai_version.outputs.version != ''
+        run: |
+          NEW_BRANCH="update-deps/thirdweb-ai-v${{ steps.get_ai_version.outputs.version }}"
+          git checkout -b $NEW_BRANCH
+      
+      - name: Update thirdweb-mcp dependency on thirdweb-ai
+        if: steps.get_ai_version.outputs.version != ''
+        run: |
+          # Update dependency in thirdweb-mcp
+          sed -i 's/thirdweb-ai\[mcp\]==[0-9.]\+/thirdweb-ai\[mcp\]==${{ steps.get_ai_version.outputs.version }}/g' ./python/thirdweb-mcp/pyproject.toml
+          
+          git add ./python/thirdweb-mcp/pyproject.toml
+          git commit -m "chore: update thirdweb-mcp to use thirdweb-ai v${{ steps.get_ai_version.outputs.version }}"
+          git push origin update-deps/thirdweb-ai-v${{ steps.get_ai_version.outputs.version }}
+      
+      - name: Create pull request
+        if: steps.get_ai_version.outputs.version != ''
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        run: |
+          gh pr create \
+            --title "Update thirdweb-mcp to use thirdweb-ai v${{ steps.get_ai_version.outputs.version }}" \
+            --body "This PR updates the thirdweb-mcp dependency to use the latest version of thirdweb-ai (v${{ steps.get_ai_version.outputs.version }})." \
+            --base main \
+            --head update-deps/thirdweb-ai-v${{ steps.get_ai_version.outputs.version }}
\ No newline at end of file

From 026e6346f4761cea9c34921bd08e79da94e9a1cb Mon Sep 17 00:00:00 2001
From: cjber <cjberragan@gmail.com>
Date: Mon, 24 Mar 2025 16:57:48 +0000
Subject: [PATCH 03/17] feat: add initial changes to workflow

---
 python/thirdweb-ai/CHANGELOG.md               | 15 +++++++++++++++
 python/thirdweb-ai/pyproject.toml             | 19 ++++++++++++++++++-
 .../thirdweb-ai/src/thirdweb_ai/__init__.py   |  1 +
 python/thirdweb-mcp/pyproject.toml            | 19 ++++++++++++++++++-
 python/thirdweb-mcp/src/mcp.py                |  3 +++
 5 files changed, 55 insertions(+), 2 deletions(-)
 create mode 100644 python/thirdweb-ai/CHANGELOG.md

diff --git a/python/thirdweb-ai/CHANGELOG.md b/python/thirdweb-ai/CHANGELOG.md
new file mode 100644
index 0000000..8757222
--- /dev/null
+++ b/python/thirdweb-ai/CHANGELOG.md
@@ -0,0 +1,15 @@
+# Changelog
+
+All notable changes to this project will be documented in this file.
+
+The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
+and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
+
+## [0.1.4] - 2024-03-24
+
+### Added
+- Initial versioned changelog
+
+### Changed
+- Updated dependency management approach
+- Integrated semantic-release for version management
\ No newline at end of file
diff --git a/python/thirdweb-ai/pyproject.toml b/python/thirdweb-ai/pyproject.toml
index 3d2fd1d..492df66 100644
--- a/python/thirdweb-ai/pyproject.toml
+++ b/python/thirdweb-ai/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "thirdweb-ai"
-version = "0.1.6"
+dynamic = ["version"]
 description = "thirdweb AI"
 authors = [{ name = "thirdweb", email = "support@thirdweb.com" }]
 requires-python = ">=3.10,<4.0"
@@ -51,6 +51,7 @@ dev = [
     "pytest-asyncio>=0.23.5,<0.24",
     "pytest-mock>=3.12.0,<4",
     "pytest-cov>=4.1.0,<5",
+    "python-semantic-release>=8.7.0,<9",
 ]
 
 [tool.hatch.build.targets.sdist]
@@ -111,3 +112,19 @@ addopts = "-v --cov=thirdweb_ai --cov-report=term-missing"
 testpaths = [
     "tests",
 ]
+
+[tool.semantic_release]
+version_variable = ["src/thirdweb_ai/__init__.py:__version__"]
+branch = "main"
+upload_to_pypi = false
+upload_to_release = false
+build_command = "uv build"
+commit_subject = "chore: release thirdweb-ai {version}"
+commit_message = "Release thirdweb-ai version {version}"
+changelog_sections = [
+    {"type", "feat", "section", "Features"},
+    {"type", "fix", "section", "Bug Fixes"},
+    {"type", "perf", "section", "Performance Improvements"},
+    {"type", "refactor", "section", "Code Refactoring"},
+]
+major_on_zero = false
diff --git a/python/thirdweb-ai/src/thirdweb_ai/__init__.py b/python/thirdweb-ai/src/thirdweb_ai/__init__.py
index 0d4ad98..37988d5 100644
--- a/python/thirdweb-ai/src/thirdweb_ai/__init__.py
+++ b/python/thirdweb-ai/src/thirdweb_ai/__init__.py
@@ -3,4 +3,5 @@
 from .services.nebula import Nebula
 from .tools.tool import Tool
 
+__version__ = "0.1.4"
 __all__ = ["Engine", "Insight", "Nebula", "Tool"]
diff --git a/python/thirdweb-mcp/pyproject.toml b/python/thirdweb-mcp/pyproject.toml
index 5cb8282..1236d6a 100644
--- a/python/thirdweb-mcp/pyproject.toml
+++ b/python/thirdweb-mcp/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "thirdweb-mcp"
-version = "0.1.9"
+dynamic = ["version"]
 description = "thirdweb MCP"
 authors = [{ name = "thirdweb", email = "support@thirdweb.com" }]
 requires-python = "~=3.10"
@@ -19,6 +19,7 @@ thirdweb-mcp = "src.mcp:main"
 dev = [
     "ruff>=0.9.10,<0.10",
     "pyright>=1.1.396,<2",
+    "python-semantic-release>=8.7.0,<9",
 ]
 
 [tool.hatch.build.targets.sdist]
@@ -30,3 +31,19 @@ include = ["src"]
 [build-system]
 requires = ["hatchling"]
 build-backend = "hatchling.build"
+
+[tool.semantic_release]
+version_variable = ["src/mcp.py:__version__"]
+branch = "main"
+upload_to_pypi = false
+upload_to_release = false
+build_command = "uv build"
+commit_subject = "chore: release thirdweb-mcp {version}"
+commit_message = "Release thirdweb-mcp version {version}"
+changelog_sections = [
+    {"type", "feat", "section", "Features"},
+    {"type", "fix", "section", "Bug Fixes"},
+    {"type", "perf", "section", "Performance Improvements"},
+    {"type", "refactor", "section", "Code Refactoring"},
+]
+major_on_zero = false
diff --git a/python/thirdweb-mcp/src/mcp.py b/python/thirdweb-mcp/src/mcp.py
index 78214e1..0f42f9f 100644
--- a/python/thirdweb-mcp/src/mcp.py
+++ b/python/thirdweb-mcp/src/mcp.py
@@ -5,6 +5,8 @@
 from thirdweb_ai import Engine, Insight, Nebula
 from thirdweb_ai.adapters.mcp import add_fastmcp_tools
 
+__version__ = "0.1.7"
+
 
 @click.command()
 @click.option(
@@ -64,6 +66,7 @@ def main(
 ):
     mcp = FastMCP("thirdweb MCP", port=port)
 
+    # Convert chain_id from tuple to list and cast all elements to int
     chain_ids = [int(chain_id) for chain_id in chain_id]
 
     # determine which services to enable based on the provided options

From b05ee616efbdcd4d91d3516311c7d11dc8cde063 Mon Sep 17 00:00:00 2001
From: cjber <cjberragan@gmail.com>
Date: Tue, 25 Mar 2025 14:13:55 +0000
Subject: [PATCH 04/17] feat: add combined publishing workflow

---
 .github/workflows/publish_both_to_pypi.yaml | 256 ++++++++++++++++++++
 PUBLISHING.md                               |  88 +++++++
 2 files changed, 344 insertions(+)
 create mode 100644 .github/workflows/publish_both_to_pypi.yaml
 create mode 100644 PUBLISHING.md

diff --git a/.github/workflows/publish_both_to_pypi.yaml b/.github/workflows/publish_both_to_pypi.yaml
new file mode 100644
index 0000000..39a6597
--- /dev/null
+++ b/.github/workflows/publish_both_to_pypi.yaml
@@ -0,0 +1,256 @@
+name: Publish Both Packages to PyPI
+
+on:
+  workflow_dispatch:
+    inputs:
+      version_increment:
+        description: 'Version increment type'
+        required: true
+        default: 'patch'
+        type: choice
+        options:
+          - patch
+          - minor
+          - major
+
+jobs:
+  prepare-and-validate:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+          
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.10'
+          
+      - name: Install uv
+        run: pip install uv
+          
+      - name: Install dependencies (thirdweb-ai)
+        run: |
+          cd python/thirdweb-ai
+          uv pip install -e .
+          uv pip install .[dev]
+          
+      - name: Run linting (thirdweb-ai)
+        run: |
+          cd python/thirdweb-ai
+          ruff check .
+          ruff format --check .
+          
+      - name: Run type checking (thirdweb-ai)
+        run: |
+          cd python/thirdweb-ai
+          pyright
+          
+      - name: Run tests (thirdweb-ai)
+        run: |
+          cd python/thirdweb-ai
+          pytest -v
+          
+      - name: Install dependencies (thirdweb-mcp)
+        run: |
+          cd python/thirdweb-mcp
+          uv pip install -e .
+          uv pip install .[dev]
+          
+      - name: Run linting (thirdweb-mcp)
+        run: |
+          cd python/thirdweb-mcp
+          ruff check .
+          ruff format --check .
+          
+      - name: Run type checking (thirdweb-mcp)
+        run: |
+          cd python/thirdweb-mcp
+          pyright
+
+  update-versions:
+    needs: prepare-and-validate
+    runs-on: ubuntu-latest
+    outputs:
+      ai_version: ${{ steps.ai-version.outputs.version }}
+      mcp_version: ${{ steps.mcp-version.outputs.version }}
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+          
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.10'
+          
+      - name: Install uv
+        run: pip install uv
+        
+      - name: Install semantic-release
+        run: uv pip install python-semantic-release
+        
+      - name: Configure Git
+        run: |
+          git config --global user.name "GitHub Actions"
+          git config --global user.email "actions@github.com"
+          
+      - name: Get current versions
+        id: get-versions
+        run: |
+          AI_CURRENT_VERSION=$(grep -o '__version__ = "[^"]*"' python/thirdweb-ai/src/thirdweb_ai/__init__.py | cut -d'"' -f2)
+          MCP_CURRENT_VERSION=$(grep -o '__version__ = "[^"]*"' python/thirdweb-mcp/src/mcp.py | cut -d'"' -f2)
+          echo "AI current version: $AI_CURRENT_VERSION"
+          echo "MCP current version: $MCP_CURRENT_VERSION"
+          echo "ai_current_version=$AI_CURRENT_VERSION" >> $GITHUB_OUTPUT
+          echo "mcp_current_version=$MCP_CURRENT_VERSION" >> $GITHUB_OUTPUT
+          
+      - name: Calculate new versions
+        id: calc-versions
+        run: |
+          AI_CURRENT_VERSION="${{ steps.get-versions.outputs.ai_current_version }}"
+          
+          # Split version into parts
+          IFS='.' read -ra VERSION_PARTS <<< "$AI_CURRENT_VERSION"
+          MAJOR=${VERSION_PARTS[0]}
+          MINOR=${VERSION_PARTS[1]}
+          PATCH=${VERSION_PARTS[2]}
+          
+          # Increment based on input
+          if [[ "${{ inputs.version_increment }}" == "major" ]]; then
+            MAJOR=$((MAJOR+1))
+            MINOR=0
+            PATCH=0
+          elif [[ "${{ inputs.version_increment }}" == "minor" ]]; then
+            MINOR=$((MINOR+1))
+            PATCH=0
+          else
+            PATCH=$((PATCH+1))
+          fi
+          
+          NEW_VERSION="${MAJOR}.${MINOR}.${PATCH}"
+          echo "new_version=$NEW_VERSION" >> $GITHUB_OUTPUT
+          
+      - name: Update thirdweb-ai version
+        run: |
+          NEW_VERSION="${{ steps.calc-versions.outputs.new_version }}"
+          sed -i "s/__version__ = \"[^\"]*\"/__version__ = \"$NEW_VERSION\"/" python/thirdweb-ai/src/thirdweb_ai/__init__.py
+          echo "Updated thirdweb-ai version to $NEW_VERSION"
+          
+      - name: Update thirdweb-mcp version and dependency
+        run: |
+          NEW_VERSION="${{ steps.calc-versions.outputs.new_version }}"
+          # Update thirdweb-mcp version
+          sed -i "s/__version__ = \"[^\"]*\"/__version__ = \"$NEW_VERSION\"/" python/thirdweb-mcp/src/mcp.py
+          
+          # Update dependency on thirdweb-ai in thirdweb-mcp
+          sed -i "s/thirdweb-ai\[mcp\]>=.*/thirdweb-ai\[mcp\]>=$NEW_VERSION/" python/thirdweb-mcp/pyproject.toml
+          
+          echo "Updated thirdweb-mcp version to $NEW_VERSION and dependency on thirdweb-ai"
+        
+      - name: Commit version changes
+        run: |
+          NEW_VERSION="${{ steps.calc-versions.outputs.new_version }}"
+          git add python/thirdweb-ai/src/thirdweb_ai/__init__.py
+          git add python/thirdweb-mcp/src/mcp.py
+          git add python/thirdweb-mcp/pyproject.toml
+          git commit -m "chore: prepare release v$NEW_VERSION for both packages"
+          git push
+          
+      - name: Create version tags
+        run: |
+          NEW_VERSION="${{ steps.calc-versions.outputs.new_version }}"
+          git tag "thirdweb-ai-v$NEW_VERSION"
+          git tag "thirdweb-mcp-v$NEW_VERSION"
+          git push --tags
+          
+      - name: Set version outputs
+        id: ai-version
+        run: echo "version=${{ steps.calc-versions.outputs.new_version }}" >> $GITHUB_OUTPUT
+        
+      - name: Set mcp version
+        id: mcp-version
+        run: echo "version=${{ steps.calc-versions.outputs.new_version }}" >> $GITHUB_OUTPUT
+
+  publish-ai:
+    needs: update-versions
+    runs-on: ubuntu-latest
+    environment: PyPI
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          ref: main
+          
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.10'
+          
+      - name: Install uv
+        run: pip install uv
+        
+      - name: Build package
+        run: |
+          cd python/thirdweb-ai
+          uv pip install build
+          uv build
+          
+      - name: Publish to PyPI
+        uses: pypa/gh-action-pypi-publish@release/v1
+        with:
+          packages-dir: python/thirdweb-ai/dist/
+          password: ${{ secrets.PYPI_API_TOKEN }}
+          verbose: true
+
+  publish-mcp:
+    needs: [update-versions, publish-ai]
+    runs-on: ubuntu-latest
+    environment: PyPI
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          ref: main
+          
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.10'
+          
+      - name: Install uv
+        run: pip install uv
+        
+      - name: Build package
+        run: |
+          cd python/thirdweb-mcp
+          uv pip install build
+          uv build
+          
+      - name: Publish to PyPI
+        uses: pypa/gh-action-pypi-publish@release/v1
+        with:
+          packages-dir: python/thirdweb-mcp/dist/
+          password: ${{ secrets.PYPI_API_TOKEN }}
+          verbose: true
+
+  create-github-release:
+    needs: [update-versions, publish-ai, publish-mcp]
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          ref: main
+          
+      - name: Create GitHub Release
+        uses: softprops/action-gh-release@v1
+        with:
+          name: v${{ needs.update-versions.outputs.ai_version }}
+          tag_name: thirdweb-ai-v${{ needs.update-versions.outputs.ai_version }}
+          body: |
+            # Release v${{ needs.update-versions.outputs.ai_version }}
+            
+            This release includes updates to both packages:
+            - thirdweb-ai v${{ needs.update-versions.outputs.ai_version }}
+            - thirdweb-mcp v${{ needs.update-versions.outputs.mcp_version }}
+            
+            Both packages are available on PyPI.
+          generate_release_notes: true
\ No newline at end of file
diff --git a/PUBLISHING.md b/PUBLISHING.md
new file mode 100644
index 0000000..a9d38ad
--- /dev/null
+++ b/PUBLISHING.md
@@ -0,0 +1,88 @@
+# Publishing Workflow
+
+This document outlines the workflow for simultaneously publishing the `thirdweb-ai` and `thirdweb-mcp` packages to PyPI.
+
+## Overview
+
+The publishing workflow is designed to:
+1. Validate both packages
+2. Synchronize version numbers
+3. Update dependencies
+4. Publish packages in the correct order
+5. Create GitHub releases
+
+## Workflow Details
+
+### Triggering a Release
+
+1. Go to the GitHub Actions tab in the repository
+2. Select the "Publish Both Packages to PyPI" workflow
+3. Click "Run workflow"
+4. Choose a version increment type:
+   - `patch` (e.g., 0.1.4 → 0.1.5) for bug fixes and small changes
+   - `minor` (e.g., 0.1.4 → 0.2.0) for new features
+   - `major` (e.g., 0.1.4 → 1.0.0) for breaking changes
+5. Click "Run workflow"
+
+### Workflow Process
+
+The workflow executes the following steps automatically:
+
+1. **Validation**
+   - Runs linting checks (ruff)
+   - Performs type checking (pyright)
+   - Executes tests for thirdweb-ai
+
+2. **Version Update**
+   - Calculates new version numbers based on the selected increment
+   - Updates version in `thirdweb-ai/src/thirdweb_ai/__init__.py`
+   - Updates version in `thirdweb-mcp/src/mcp.py`
+   - Updates the dependency on thirdweb-ai in `thirdweb-mcp/pyproject.toml`
+   - Commits these changes to the repository
+   - Creates Git tags for both packages
+
+3. **Publishing**
+   - Builds and publishes thirdweb-ai to PyPI
+   - Waits for successful completion
+   - Builds and publishes thirdweb-mcp to PyPI
+   - Creates a GitHub release with release notes
+
+## Versioning
+
+Both packages follow [Semantic Versioning](https://semver.org/):
+- **MAJOR** version for incompatible API changes
+- **MINOR** version for new functionality that's backward compatible
+- **PATCH** version for backward compatible bug fixes
+
+## Dependencies
+
+The `thirdweb-mcp` package depends on `thirdweb-ai` with the `mcp` extra. When versions are updated, this dependency is automatically updated to reference the new version.
+
+## Manual Publishing (Alternative)
+
+If you need to publish the packages separately:
+
+### thirdweb-ai Only
+- Use the `publish_pypi_thirdweb_ai.yaml` workflow
+- This will trigger on tags matching `thirdweb-ai-v*` or through manual dispatch
+
+### thirdweb-mcp Only
+- Use the `publish_pypi_thirdweb_mcp.yaml` workflow 
+- This will trigger on tags matching `thirdweb-mcp-v*` or through manual dispatch
+
+### Synchronizing Dependencies
+- After publishing thirdweb-ai, the `sync_dependencies.yaml` workflow will automatically:
+  - Update the thirdweb-ai dependency in thirdweb-mcp
+  - Create a PR for this update
+
+## Troubleshooting
+
+If the workflow fails:
+
+1. Check the GitHub Actions logs for specific error messages
+2. Common issues include:
+   - Failing tests or linting errors
+   - PyPI authentication problems
+   - Version conflicts
+
+For persistent issues, contact the repository maintainers.

From 0ad9f30ec08beb86105a8dc20f6bbdb61dba8698 Mon Sep 17 00:00:00 2001
From: cjber <cjberragan@gmail.com>
Date: Tue, 25 Mar 2025 14:18:06 +0000
Subject: [PATCH 05/17] add dry-run options

---
 .github/workflows/publish_both_to_pypi.yaml | 137 ++++++++++++++++++--
 PUBLISHING.md                               |  57 ++++++--
 2 files changed, 174 insertions(+), 20 deletions(-)

diff --git a/.github/workflows/publish_both_to_pypi.yaml b/.github/workflows/publish_both_to_pypi.yaml
index 39a6597..b941a71 100644
--- a/.github/workflows/publish_both_to_pypi.yaml
+++ b/.github/workflows/publish_both_to_pypi.yaml
@@ -12,6 +12,11 @@ on:
           - patch
           - minor
           - major
+      dry_run:
+        description: 'Dry run (no actual publishing)'
+        required: true
+        default: true
+        type: boolean
 
 jobs:
   prepare-and-validate:
@@ -74,6 +79,7 @@ jobs:
     outputs:
       ai_version: ${{ steps.ai-version.outputs.version }}
       mcp_version: ${{ steps.mcp-version.outputs.version }}
+      is_dry_run: ${{ inputs.dry_run }}
     steps:
       - uses: actions/checkout@v4
         with:
@@ -128,7 +134,14 @@ jobs:
             PATCH=$((PATCH+1))
           fi
           
-          NEW_VERSION="${MAJOR}.${MINOR}.${PATCH}"
+          # For dry run, add -test suffix
+          if [[ "${{ inputs.dry_run }}" == "true" ]]; then
+            NEW_VERSION="${MAJOR}.${MINOR}.${PATCH}-test"
+            echo "Running in dry-run mode, using version suffix '-test'"
+          else
+            NEW_VERSION="${MAJOR}.${MINOR}.${PATCH}"
+          fi
+          
           echo "new_version=$NEW_VERSION" >> $GITHUB_OUTPUT
           
       - name: Update thirdweb-ai version
@@ -148,7 +161,27 @@ jobs:
           
           echo "Updated thirdweb-mcp version to $NEW_VERSION and dependency on thirdweb-ai"
         
-      - name: Commit version changes
+      # For dry run we create a special dry-run branch instead of pushing to main
+      - name: Commit version changes (dry run)
+        if: ${{ inputs.dry_run == 'true' }}
+        run: |
+          NEW_VERSION="${{ steps.calc-versions.outputs.new_version }}"
+          BRANCH_NAME="dry-run/release-$NEW_VERSION"
+          
+          # Create and switch to new branch
+          git checkout -b $BRANCH_NAME
+          
+          git add python/thirdweb-ai/src/thirdweb_ai/__init__.py
+          git add python/thirdweb-mcp/src/mcp.py
+          git add python/thirdweb-mcp/pyproject.toml
+          git commit -m "test: prepare release v$NEW_VERSION for both packages (DRY RUN)"
+          git push --set-upstream origin $BRANCH_NAME
+          
+          echo "Created dry run branch: $BRANCH_NAME"
+          
+      # Only run for actual releases
+      - name: Commit version changes (actual release)
+        if: ${{ inputs.dry_run != 'true' }}
         run: |
           NEW_VERSION="${{ steps.calc-versions.outputs.new_version }}"
           git add python/thirdweb-ai/src/thirdweb_ai/__init__.py
@@ -157,7 +190,18 @@ jobs:
           git commit -m "chore: prepare release v$NEW_VERSION for both packages"
           git push
           
-      - name: Create version tags
+      # Create test tags with a "dry-run" prefix
+      - name: Create version tags (dry run)
+        if: ${{ inputs.dry_run == 'true' }}
+        run: |
+          NEW_VERSION="${{ steps.calc-versions.outputs.new_version }}"
+          git tag "dry-run/thirdweb-ai-v$NEW_VERSION"
+          git tag "dry-run/thirdweb-mcp-v$NEW_VERSION"
+          git push --tags
+          
+      # Only create real tags for actual releases
+      - name: Create version tags (actual release)
+        if: ${{ inputs.dry_run != 'true' }}
         run: |
           NEW_VERSION="${{ steps.calc-versions.outputs.new_version }}"
           git tag "thirdweb-ai-v$NEW_VERSION"
@@ -172,14 +216,22 @@ jobs:
         id: mcp-version
         run: echo "version=${{ steps.calc-versions.outputs.new_version }}" >> $GITHUB_OUTPUT
 
-  publish-ai:
+  build-ai:
     needs: update-versions
     runs-on: ubuntu-latest
-    environment: PyPI
     steps:
       - uses: actions/checkout@v4
         with:
-          ref: main
+          fetch-depth: 0
+          
+      # If dry-run, checkout the dry-run branch
+      - name: Checkout dry-run branch (dry run)
+        if: ${{ needs.update-versions.outputs.is_dry_run == 'true' }}
+        run: |
+          NEW_VERSION="${{ needs.update-versions.outputs.ai_version }}"
+          BRANCH_NAME="dry-run/release-$NEW_VERSION"
+          git fetch
+          git checkout $BRANCH_NAME
           
       - name: Set up Python
         uses: actions/setup-python@v5
@@ -195,21 +247,39 @@ jobs:
           uv pip install build
           uv build
           
+      # Only upload artifacts in dry-run mode, don't publish to PyPI
+      - name: Upload build artifacts
+        if: ${{ needs.update-versions.outputs.is_dry_run == 'true' }}
+        uses: actions/upload-artifact@v3
+        with:
+          name: thirdweb-ai-dist
+          path: python/thirdweb-ai/dist/
+          
+      # For an actual release, publish to PyPI
       - name: Publish to PyPI
+        if: ${{ needs.update-versions.outputs.is_dry_run != 'true' }}
         uses: pypa/gh-action-pypi-publish@release/v1
         with:
           packages-dir: python/thirdweb-ai/dist/
           password: ${{ secrets.PYPI_API_TOKEN }}
           verbose: true
 
-  publish-mcp:
-    needs: [update-versions, publish-ai]
+  build-mcp:
+    needs: [update-versions, build-ai]
     runs-on: ubuntu-latest
-    environment: PyPI
     steps:
       - uses: actions/checkout@v4
         with:
-          ref: main
+          fetch-depth: 0
+          
+      # If dry-run, checkout the dry-run branch
+      - name: Checkout dry-run branch (dry run)
+        if: ${{ needs.update-versions.outputs.is_dry_run == 'true' }}
+        run: |
+          NEW_VERSION="${{ needs.update-versions.outputs.mcp_version }}"
+          BRANCH_NAME="dry-run/release-$NEW_VERSION"
+          git fetch
+          git checkout $BRANCH_NAME
           
       - name: Set up Python
         uses: actions/setup-python@v5
@@ -225,7 +295,17 @@ jobs:
           uv pip install build
           uv build
           
+      # Only upload artifacts in dry-run mode, don't publish to PyPI
+      - name: Upload build artifacts
+        if: ${{ needs.update-versions.outputs.is_dry_run == 'true' }}
+        uses: actions/upload-artifact@v3
+        with:
+          name: thirdweb-mcp-dist
+          path: python/thirdweb-mcp/dist/
+          
+      # For an actual release, publish to PyPI
       - name: Publish to PyPI
+        if: ${{ needs.update-versions.outputs.is_dry_run != 'true' }}
         uses: pypa/gh-action-pypi-publish@release/v1
         with:
           packages-dir: python/thirdweb-mcp/dist/
@@ -233,7 +313,9 @@ jobs:
           verbose: true
 
   create-github-release:
-    needs: [update-versions, publish-ai, publish-mcp]
+    needs: [update-versions, build-ai, build-mcp]
+    # Only run for actual releases, not dry runs
+    if: ${{ needs.update-versions.outputs.is_dry_run != 'true' }}
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v4
@@ -253,4 +335,35 @@ jobs:
             - thirdweb-mcp v${{ needs.update-versions.outputs.mcp_version }}
             
             Both packages are available on PyPI.
-          generate_release_notes: true
\ No newline at end of file
+          generate_release_notes: true
+          
+  # New job to create a dry run summary
+  dry-run-summary:
+    needs: [update-versions, build-ai, build-mcp]
+    if: ${{ needs.update-versions.outputs.is_dry_run == 'true' }}
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+        
+      - name: Generate dry run report
+        run: |
+          echo "# Dry Run Summary" > dry_run_report.md
+          echo "" >> dry_run_report.md
+          echo "## Version Information" >> dry_run_report.md
+          echo "- thirdweb-ai version: ${{ needs.update-versions.outputs.ai_version }}" >> dry_run_report.md
+          echo "- thirdweb-mcp version: ${{ needs.update-versions.outputs.mcp_version }}" >> dry_run_report.md
+          echo "" >> dry_run_report.md
+          echo "## Dry Run Details" >> dry_run_report.md
+          echo "- Branch: dry-run/release-${{ needs.update-versions.outputs.ai_version }}" >> dry_run_report.md
+          echo "- Tags created:" >> dry_run_report.md
+          echo "  - dry-run/thirdweb-ai-v${{ needs.update-versions.outputs.ai_version }}" >> dry_run_report.md
+          echo "  - dry-run/thirdweb-mcp-v${{ needs.update-versions.outputs.mcp_version }}" >> dry_run_report.md
+          echo "" >> dry_run_report.md
+          echo "## Next Steps" >> dry_run_report.md
+          echo "To proceed with an actual release, run the workflow again with dry_run set to false." >> dry_run_report.md
+          
+      - name: Upload dry run report
+        uses: actions/upload-artifact@v3
+        with:
+          name: dry-run-report
+          path: dry_run_report.md
\ No newline at end of file
diff --git a/PUBLISHING.md b/PUBLISHING.md
index a9d38ad..7943c1f 100644
--- a/PUBLISHING.md
+++ b/PUBLISHING.md
@@ -22,7 +22,29 @@ The publishing workflow is designed to:
    - `patch` (e.g., 0.1.4 → 0.1.5) for bug fixes and small changes
    - `minor` (e.g., 0.1.4 → 0.2.0) for new features
    - `major` (e.g., 0.1.4 → 1.0.0) for breaking changes
-5. Click "Run workflow"
+5. Select "Dry run" option (default: true) to test without publishing
+6. Click "Run workflow"
+
+### Testing with Dry Run Mode
+
+The workflow includes a "dry run" option that allows testing the entire release process without publishing to PyPI:
+
+1. When "Dry run" is enabled:
+   - A new branch is created with pattern `dry-run/release-{version}-test`
+   - Version numbers include a `-test` suffix
+   - Tags are prefixed with `dry-run/`
+   - Packages are built but not published to PyPI
+   - Build artifacts are uploaded to GitHub Actions artifacts
+   - A summary report is generated as an artifact
+
+2. Review the dry run results:
+   - Check the generated branch and tags
+   - Download and inspect the package artifacts
+   - Verify version numbers and dependencies are updated correctly
+   - Review the summary report
+
+3. When ready for a real release:
+   - Run the workflow again with "Dry run" disabled
 
 ### Workflow Process
 
@@ -41,11 +63,14 @@ The workflow executes the following steps automatically:
    - Commits these changes to the repository
    - Creates Git tags for both packages
 
-3. **Publishing**
-   - Builds and publishes thirdweb-ai to PyPI
-   - Waits for successful completion
-   - Builds and publishes thirdweb-mcp to PyPI
-   - Creates a GitHub release with release notes
+3. **Building and Publishing**
+   - Builds thirdweb-ai package
+   - In dry run: uploads artifacts
+   - In real release: publishes to PyPI
+   - Builds thirdweb-mcp package
+   - In dry run: uploads artifacts
+   - In real release: publishes to PyPI
+   - Creates a GitHub release with release notes (real release only)
 
 ## Versioning
 
@@ -84,5 +109,21 @@ If the workflow fails:
    - Failing tests or linting errors
    - PyPI authentication problems
    - Version conflicts
-
-For persistent issues, contact the repository maintainers.
+   - Git permission issues
+
+3. For dry run branch cleanup:
+   ```bash
+   # Delete local dry run branch
+   git branch -D dry-run/release-x.y.z-test
+   
+   # Delete remote dry run branch
+   git push origin --delete dry-run/release-x.y.z-test
+   
+   # Delete dry run tags
+   git tag -d dry-run/thirdweb-ai-vx.y.z-test
+   git tag -d dry-run/thirdweb-mcp-vx.y.z-test
+   git push --delete origin dry-run/thirdweb-ai-vx.y.z-test
+   git push --delete origin dry-run/thirdweb-mcp-vx.y.z-test
+   ```
+
+For persistent issues, contact the repository maintainers.
\ No newline at end of file

From b075776abb813b5f45ddc5a30a8ef81fff777c44 Mon Sep 17 00:00:00 2001
From: cjber <cjberragan@gmail.com>
Date: Tue, 25 Mar 2025 15:10:10 +0000
Subject: [PATCH 06/17] fix: use correct uv install

---
 .github/workflows/publish_both_to_pypi.yaml | 66 ++++++++++-----------
 1 file changed, 33 insertions(+), 33 deletions(-)

diff --git a/.github/workflows/publish_both_to_pypi.yaml b/.github/workflows/publish_both_to_pypi.yaml
index b941a71..0375fa0 100644
--- a/.github/workflows/publish_both_to_pypi.yaml
+++ b/.github/workflows/publish_both_to_pypi.yaml
@@ -26,52 +26,49 @@ jobs:
         with:
           fetch-depth: 0
           
-      - name: Set up Python
+      - name: Install uv
+        uses: astral-sh/setup-uv@v5
+      
+      - name: Install Python
         uses: actions/setup-python@v5
         with:
-          python-version: '3.10'
-          
-      - name: Install uv
-        run: pip install uv
+          enable-cache: true
+          cache-dependency-glob: "uv.lock"
           
       - name: Install dependencies (thirdweb-ai)
         run: |
           cd python/thirdweb-ai
-          uv pip install -e .
-          uv pip install .[dev]
+          uv sync --all
           
       - name: Run linting (thirdweb-ai)
         run: |
           cd python/thirdweb-ai
-          ruff check .
-          ruff format --check .
+          uv run ruff check .
           
       - name: Run type checking (thirdweb-ai)
         run: |
           cd python/thirdweb-ai
-          pyright
+          uv run pyright
           
       - name: Run tests (thirdweb-ai)
         run: |
           cd python/thirdweb-ai
-          pytest -v
+          uv run pytest
           
       - name: Install dependencies (thirdweb-mcp)
         run: |
           cd python/thirdweb-mcp
-          uv pip install -e .
-          uv pip install .[dev]
+          uv sync --all
           
       - name: Run linting (thirdweb-mcp)
         run: |
           cd python/thirdweb-mcp
-          ruff check .
-          ruff format --check .
+          uv run ruff check .
           
       - name: Run type checking (thirdweb-mcp)
         run: |
           cd python/thirdweb-mcp
-          pyright
+          uv run pyright
 
   update-versions:
     needs: prepare-and-validate
@@ -85,13 +82,14 @@ jobs:
         with:
           fetch-depth: 0
           
-      - name: Set up Python
+      - name: Install uv
+        uses: astral-sh/setup-uv@v5
+      
+      - name: Install Python
         uses: actions/setup-python@v5
         with:
-          python-version: '3.10'
-          
-      - name: Install uv
-        run: pip install uv
+          enable-cache: true
+          cache-dependency-glob: "uv.lock"
         
       - name: Install semantic-release
         run: uv pip install python-semantic-release
@@ -233,18 +231,19 @@ jobs:
           git fetch
           git checkout $BRANCH_NAME
           
-      - name: Set up Python
+      - name: Install uv
+        uses: astral-sh/setup-uv@v5
+      
+      - name: Install Python
         uses: actions/setup-python@v5
         with:
-          python-version: '3.10'
-          
-      - name: Install uv
-        run: pip install uv
+          enable-cache: true
+          cache-dependency-glob: "uv.lock"
         
       - name: Build package
         run: |
           cd python/thirdweb-ai
-          uv pip install build
+          uv sync
           uv build
           
       # Only upload artifacts in dry-run mode, don't publish to PyPI
@@ -281,18 +280,19 @@ jobs:
           git fetch
           git checkout $BRANCH_NAME
           
-      - name: Set up Python
+      - name: Install uv
+        uses: astral-sh/setup-uv@v5
+      
+      - name: Install Python
         uses: actions/setup-python@v5
         with:
-          python-version: '3.10'
-          
-      - name: Install uv
-        run: pip install uv
+          enable-cache: true
+          cache-dependency-glob: "uv.lock"
         
       - name: Build package
         run: |
           cd python/thirdweb-mcp
-          uv pip install build
+          uv sync
           uv build
           
       # Only upload artifacts in dry-run mode, don't publish to PyPI

From de09f7884a79e7e60fe939bafb3900ebe86a1663 Mon Sep 17 00:00:00 2001
From: cjber <cjberragan@gmail.com>
Date: Tue, 25 Mar 2025 15:10:23 +0000
Subject: [PATCH 07/17] fix: correct changelog_sections format

---
 python/thirdweb-ai/pyproject.toml  | 12 ++++++++----
 python/thirdweb-mcp/pyproject.toml | 11 +++++++----
 2 files changed, 15 insertions(+), 8 deletions(-)

diff --git a/python/thirdweb-ai/pyproject.toml b/python/thirdweb-ai/pyproject.toml
index 492df66..a665e30 100644
--- a/python/thirdweb-ai/pyproject.toml
+++ b/python/thirdweb-ai/pyproject.toml
@@ -54,6 +54,10 @@ dev = [
     "python-semantic-release>=8.7.0,<9",
 ]
 
+
+[tool.hatch.version]
+path = "src/thirdweb_ai/__init__.py"
+
 [tool.hatch.build.targets.sdist]
 include = ["src/thirdweb_ai"]
 
@@ -122,9 +126,9 @@ build_command = "uv build"
 commit_subject = "chore: release thirdweb-ai {version}"
 commit_message = "Release thirdweb-ai version {version}"
 changelog_sections = [
-    {"type", "feat", "section", "Features"},
-    {"type", "fix", "section", "Bug Fixes"},
-    {"type", "perf", "section", "Performance Improvements"},
-    {"type", "refactor", "section", "Code Refactoring"},
+    {"type" = "feat", "section" = "Features"},
+    {"type" = "fix", "section" = "Bug Fixes"},
+    {"type" = "perf", "section" = "Performance Improvements"},
+    {"type" = "refactor", "section" = "Code Refactoring"},
 ]
 major_on_zero = false
diff --git a/python/thirdweb-mcp/pyproject.toml b/python/thirdweb-mcp/pyproject.toml
index 1236d6a..fab8205 100644
--- a/python/thirdweb-mcp/pyproject.toml
+++ b/python/thirdweb-mcp/pyproject.toml
@@ -22,6 +22,9 @@ dev = [
     "python-semantic-release>=8.7.0,<9",
 ]
 
+[tool.hatch.version]
+path = "src/thirdweb_mcp/__init__.py"
+
 [tool.hatch.build.targets.sdist]
 include = ["src"]
 
@@ -41,9 +44,9 @@ build_command = "uv build"
 commit_subject = "chore: release thirdweb-mcp {version}"
 commit_message = "Release thirdweb-mcp version {version}"
 changelog_sections = [
-    {"type", "feat", "section", "Features"},
-    {"type", "fix", "section", "Bug Fixes"},
-    {"type", "perf", "section", "Performance Improvements"},
-    {"type", "refactor", "section", "Code Refactoring"},
+    {"type" = "feat", "section" = "Features"},
+    {"type" = "fix", "section" = "Bug Fixes"},
+    {"type" = "perf", "section" = "Performance Improvements"},
+    {"type" = "refactor", "section" = "Code Refactoring"},
 ]
 major_on_zero = false

From d94b44175aaffb846e295f4cdb917ed33d0118e2 Mon Sep 17 00:00:00 2001
From: cjber <cjberragan@gmail.com>
Date: Tue, 25 Mar 2025 15:48:42 +0000
Subject: [PATCH 08/17] fix: allow __version__ to be found by uv

---
 .../thirdweb-mcp/src/thirdweb_mcp/__init__.py |   1 +
 python/thirdweb-mcp/src/thirdweb_mcp/mcp.py   | 109 ++++++++++++++++++
 2 files changed, 110 insertions(+)
 create mode 100644 python/thirdweb-mcp/src/thirdweb_mcp/__init__.py
 create mode 100644 python/thirdweb-mcp/src/thirdweb_mcp/mcp.py

diff --git a/python/thirdweb-mcp/src/thirdweb_mcp/__init__.py b/python/thirdweb-mcp/src/thirdweb_mcp/__init__.py
new file mode 100644
index 0000000..c11f861
--- /dev/null
+++ b/python/thirdweb-mcp/src/thirdweb_mcp/__init__.py
@@ -0,0 +1 @@
+__version__ = "0.1.9"
diff --git a/python/thirdweb-mcp/src/thirdweb_mcp/mcp.py b/python/thirdweb-mcp/src/thirdweb_mcp/mcp.py
new file mode 100644
index 0000000..6a95d7f
--- /dev/null
+++ b/python/thirdweb-mcp/src/thirdweb_mcp/mcp.py
@@ -0,0 +1,109 @@
+import os
+from typing import Literal
+
+import click
+from mcp.server.fastmcp import FastMCP
+from thirdweb_ai import Engine, Insight, Nebula
+from thirdweb_ai.adapters.mcp import add_fastmcp_tools
+
+__version__ = "0.1.7"
+
+
+@click.command()
+@click.option(
+    "--transport",
+    type=click.Choice(["stdio", "sse"]),
+    default="stdio",
+    help="Communication protocol for the MCP server. Use 'stdio' for standard input/output (default, suitable for CLI integrations) or 'sse' for Server-Sent Events (web-based applications).",
+)
+@click.option(
+    "-p",
+    "--port",
+    type=int,
+    default=8000,
+    help="Port number for the MCP SSE server when using the 'sse' transport. Only relevant when transport is set to 'sse'. Default is 8000.",
+)
+@click.option(
+    "-k",
+    "--secret-key",
+    type=str,
+    default=lambda: os.getenv("THIRDWEB_SECRET_KEY"),
+    help="Your thirdweb API secret key for authentication. Required for nebula and insight services. Can be obtained from the thirdweb dashboard. Falls back to THIRDWEB_SECRET_KEY environment variable if not specified.",
+)
+@click.option(
+    "--chain-id",
+    type=int,
+    multiple=True,
+    required=False,
+    default=lambda: os.getenv("THIRDWEB_CHAIN_ID"),
+    help="Blockchain network IDs to connect to (e.g., 1 for Ethereum mainnet, 137 for Polygon). Multiple chain IDs can be specified to support cross-chain operations. Required for insight when querying blockchain data.",
+)
+@click.option(
+    "--engine-url",
+    type=str,
+    default=lambda: os.getenv("THIRDWEB_ENGINE_URL"),
+    help="URL endpoint for thirdweb Engine service. Required when the 'engine' service is enabled. Falls back to THIRDWEB_ENGINE_URL environment variable if not specified.",
+)
+@click.option(
+    "--engine-auth-jwt",
+    type=str,
+    default=lambda: os.getenv("THIRDWEB_ENGINE_AUTH_JWT"),
+    help="Authentication JWT token for accessing thirdweb Engine service. Required when the 'engine' service is enabled. Falls back to THIRDWEB_ENGINE_AUTH_JWT environment variable if not specified.",
+)
+@click.option(
+    "--engine-backend-wallet-address",
+    type=str,
+    default=lambda: os.getenv("THIRDWEB_ENGINE_BACKEND_WALLET_ADDRESS"),
+    help="Wallet address used by the Engine backend for transactions. Optional for the 'engine' service. Falls back to THIRDWEB_ENGINE_BACKEND_WALLET_ADDRESS environment variable if not specified.",
+)
+def main(
+    port: int,
+    transport: Literal["stdio", "sse"],
+    secret_key: str,
+    chain_id: list[int | str],
+    engine_url: str,
+    engine_auth_jwt: str,
+    engine_backend_wallet_address: str | None,
+):
+    mcp = FastMCP("thirdweb MCP", port=port)
+
+    # Convert chain_id from tuple to list
+    chain_ids = list(chain_id)
+
+    # determine which services to enable based on the provided options
+    services = []
+    if secret_key:
+        services.extend(["nebula", "insight"])
+
+    if engine_url and engine_auth_jwt:
+        services.append("engine")
+
+    if not services:
+        raise ValueError(
+            "Please provide a thirdweb secret key through the THIRDWEB_SECRET_KEY environment variable."
+        )
+
+    # enable the tools for each service
+    if "nebula" in services:
+        nebula = Nebula(secret_key=secret_key)
+        add_fastmcp_tools(mcp, nebula.get_tools())
+
+    if "insight" in services:
+        insight = Insight(secret_key=secret_key, chain_id=chain_ids)
+        add_fastmcp_tools(mcp, insight.get_tools())
+
+    if "engine" in services:
+        engine = Engine(
+            engine_url=engine_url,
+            engine_auth_jwt=engine_auth_jwt,
+            backend_wallet_address=engine_backend_wallet_address,
+            chain_id=next(iter(chain_ids)) if chain_ids else None,
+            secret_key=secret_key or "",
+        )
+        add_fastmcp_tools(mcp, engine.get_tools())
+
+    mcp.run(transport)
+
+
+if __name__ == "__main__":
+    main()

From e2a3a46277b9a6a1cefa0c25b3c7fdd206b85c43 Mon Sep 17 00:00:00 2001
From: cjber <cjberragan@gmail.com>
Date: Tue, 25 Mar 2025 15:48:53 +0000
Subject: [PATCH 09/17] fix: move mcp.py into thirdweb-mcp

---
 python/thirdweb-mcp/src/mcp.py | 108 ---------------------------------
 1 file changed, 108 deletions(-)
 delete mode 100644 python/thirdweb-mcp/src/mcp.py

diff --git a/python/thirdweb-mcp/src/mcp.py b/python/thirdweb-mcp/src/mcp.py
deleted file mode 100644
index 0f42f9f..0000000
--- a/python/thirdweb-mcp/src/mcp.py
+++ /dev/null
@@ -1,108 +0,0 @@
-import os
-
-import click
-from mcp.server.fastmcp import FastMCP
-from thirdweb_ai import Engine, Insight, Nebula
-from thirdweb_ai.adapters.mcp import add_fastmcp_tools
-
-__version__ = "0.1.7"
-
-
-@click.command()
-@click.option(
-    "--transport",
-    type=click.Choice(["stdio", "sse"]),
-    default="stdio",
-    help="Communication protocol for the MCP server. Use 'stdio' for standard input/output (default, suitable for CLI integrations) or 'sse' for Server-Sent Events (web-based applications).",
-)
-@click.option(
-    "-p",
-    "--port",
-    type=int,
-    default=8000,
-    help="Port number for the MCP SSE server when using the 'sse' transport. Only relevant when transport is set to 'sse'. Default is 8000.",
-)
-@click.option(
-    "-k",
-    "--secret-key",
-    type=str,
-    default=lambda: os.getenv("THIRDWEB_SECRET_KEY"),
-    help="Your thirdweb API secret key for authentication. Required for nebula and insight services. Can be obtained from the thirdweb dashboard. Falls back to THIRDWEB_SECRET_KEY environment variable if not specified.",
-)
-@click.option(
-    "--chain-id",
-    type=int,
-    multiple=True,
-    required=False,
-    default=lambda: os.getenv("THIRDWEB_CHAIN_ID"),
-    help="Blockchain network IDs to connect to (e.g., 1 for Ethereum mainnet, 137 for Polygon). Multiple chain IDs can be specified to support cross-chain operations. Required for insight when querying blockchain data.",
-)
-@click.option(
-    "--engine-url",
-    type=str,
-    default=lambda: os.getenv("THIRDWEB_ENGINE_URL"),
-    help="URL endpoint for thirdweb Engine service. Required when the 'engine' service is enabled. Falls back to THIRDWEB_ENGINE_URL environment variable if not specified.",
-)
-@click.option(
-    "--engine-auth-jwt",
-    type=str,
-    default=lambda: os.getenv("THIRDWEB_ENGINE_AUTH_JWT"),
-    help="Authentication JWT token for accessing thirdweb Engine service. Required when the 'engine' service is enabled. Falls back to THIRDWEB_ENGINE_AUTH_JWT environment variable if not specified.",
-)
-@click.option(
-    "--engine-backend-wallet-address",
-    type=str,
-    default=lambda: os.getenv("THIRDWEB_ENGINE_BACKEND_WALLET_ADDRESS"),
-    help="Wallet address used by the Engine backend for transactions. Optional for the 'engine' service. Falls back to THIRDWEB_ENGINE_BACKEND_WALLET_ADDRESS environment variable if not specified.",
-)
-def main(
-    port: int,
-    transport: str,
-    secret_key: str,
-    chain_id: list[int],
-    engine_url: str,
-    engine_auth_jwt: str,
-    engine_backend_wallet_address: str | None,
-):
-    mcp = FastMCP("thirdweb MCP", port=port)
-
-    # Convert chain_id from tuple to list and cast all elements to int
-    chain_ids = [int(chain_id) for chain_id in chain_id]
-
-    # determine which services to enable based on the provided options
-    services = []
-    if secret_key:
-        services.extend(["nebula", "insight"])
-
-    if engine_url and engine_auth_jwt:
-        services.append("engine")
-
-    if not services:
-        raise ValueError(
-            "Please provide a thirdweb secret key through the THIRDWEB_SECRET_KEY environment variable."
-        )
-
-    # enable the tools for each service
-    if "nebula" in services:
-        nebula = Nebula(secret_key=secret_key)
-        add_fastmcp_tools(mcp, nebula.get_tools())
-
-    if "insight" in services:
-        insight = Insight(secret_key=secret_key, chain_id=chain_ids)
-        add_fastmcp_tools(mcp, insight.get_tools())
-
-    if "engine" in services:
-        engine = Engine(
-            engine_url=engine_url,
-            engine_auth_jwt=engine_auth_jwt,
-            backend_wallet_address=engine_backend_wallet_address,
-            chain_id=next(iter(chain_ids)) if chain_ids else None,
-            secret_key=secret_key or "",
-        )
-        add_fastmcp_tools(mcp, engine.get_tools())
-
-    mcp.run(transport)
-
-
-if __name__ == "__main__":
-    main()

From 092db4e6116388ef7636dd54b2919f9795875899 Mon Sep 17 00:00:00 2001
From: cjber <cjberragan@gmail.com>
Date: Tue, 25 Mar 2025 15:49:10 +0000
Subject: [PATCH 10/17] pin python 3.12

---
 .python-version                     | 1 +
 python/thirdweb-ai/.python-version  | 1 +
 python/thirdweb-mcp/.python-version | 1 +
 3 files changed, 3 insertions(+)
 create mode 100644 .python-version
 create mode 100644 python/thirdweb-ai/.python-version
 create mode 100644 python/thirdweb-mcp/.python-version

diff --git a/.python-version b/.python-version
new file mode 100644
index 0000000..e4fba21
--- /dev/null
+++ b/.python-version
@@ -0,0 +1 @@
+3.12
diff --git a/python/thirdweb-ai/.python-version b/python/thirdweb-ai/.python-version
new file mode 100644
index 0000000..e4fba21
--- /dev/null
+++ b/python/thirdweb-ai/.python-version
@@ -0,0 +1 @@
+3.12
diff --git a/python/thirdweb-mcp/.python-version b/python/thirdweb-mcp/.python-version
new file mode 100644
index 0000000..e4fba21
--- /dev/null
+++ b/python/thirdweb-mcp/.python-version
@@ -0,0 +1 @@
+3.12

From 3e371ba8f43210b39aa59e694b01513a94a94092 Mon Sep 17 00:00:00 2001
From: cjber <cjberragan@gmail.com>
Date: Tue, 25 Mar 2025 15:49:22 +0000
Subject: [PATCH 11/17] stricter python version pinning

---
 python/thirdweb-ai/pyproject.toml  | 2 +-
 python/thirdweb-mcp/pyproject.toml | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/python/thirdweb-ai/pyproject.toml b/python/thirdweb-ai/pyproject.toml
index a665e30..a6c9b91 100644
--- a/python/thirdweb-ai/pyproject.toml
+++ b/python/thirdweb-ai/pyproject.toml
@@ -3,7 +3,7 @@ name = "thirdweb-ai"
 dynamic = ["version"]
 description = "thirdweb AI"
 authors = [{ name = "thirdweb", email = "support@thirdweb.com" }]
-requires-python = ">=3.10,<4.0"
+requires-python = ">=3.12,<4.0"
 readme = "README.md"
 license = "Apache-2.0"
 keywords = [
diff --git a/python/thirdweb-mcp/pyproject.toml b/python/thirdweb-mcp/pyproject.toml
index fab8205..6831678 100644
--- a/python/thirdweb-mcp/pyproject.toml
+++ b/python/thirdweb-mcp/pyproject.toml
@@ -3,7 +3,7 @@ name = "thirdweb-mcp"
 dynamic = ["version"]
 description = "thirdweb MCP"
 authors = [{ name = "thirdweb", email = "support@thirdweb.com" }]
-requires-python = "~=3.10"
+requires-python = ">=3.12,<4.0"
 readme = "README.md"
 license = "Apache-2.0"
 dependencies = [

From a9298ab8d27fb22cd106f644ae23dce3886172d2 Mon Sep 17 00:00:00 2001
From: cjber <cjberragan@gmail.com>
Date: Tue, 25 Mar 2025 15:49:31 +0000
Subject: [PATCH 12/17] parameterschema cannot be optional

---
 python/thirdweb-ai/src/thirdweb_ai/tools/tool.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/python/thirdweb-ai/src/thirdweb_ai/tools/tool.py b/python/thirdweb-ai/src/thirdweb_ai/tools/tool.py
index 8016065..c11ee56 100644
--- a/python/thirdweb-ai/src/thirdweb_ai/tools/tool.py
+++ b/python/thirdweb-ai/src/thirdweb_ai/tools/tool.py
@@ -95,7 +95,7 @@ class ParametersSchema(TypedDict):
 
 
 class ToolSchema(TypedDict):
-    parameters: NotRequired[ParametersSchema]
+    parameters: ParametersSchema
     name: str
     description: NotRequired[str]
     strict: NotRequired[bool]

From a1f3b69ef0e40d8dc99929837a7ca76c5579d0fb Mon Sep 17 00:00:00 2001
From: cjber <cjberragan@gmail.com>
Date: Tue, 25 Mar 2025 15:49:43 +0000
Subject: [PATCH 13/17] update deps for new pinned versions

---
 python/thirdweb-ai/uv.lock  | 996 ++++--------------------------------
 python/thirdweb-mcp/uv.lock | 318 ++++++++++--
 2 files changed, 376 insertions(+), 938 deletions(-)

diff --git a/python/thirdweb-ai/uv.lock b/python/thirdweb-ai/uv.lock
index 4c8521f..037057f 100644
--- a/python/thirdweb-ai/uv.lock
+++ b/python/thirdweb-ai/uv.lock
@@ -1,11 +1,9 @@
 version = 1
 revision = 1
-requires-python = ">=3.10, <4.0"
+requires-python = ">=3.12, <4.0"
 resolution-markers = [
     "python_full_version >= '3.12.4'",
-    "python_full_version >= '3.12' and python_full_version < '3.12.4'",
-    "python_full_version == '3.11.*'",
-    "python_full_version < '3.11'",
+    "python_full_version < '3.12.4'",
 ]
 
 [[package]]
@@ -24,7 +22,6 @@ source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "aiohappyeyeballs" },
     { name = "aiosignal" },
-    { name = "async-timeout", marker = "python_full_version < '3.11'" },
     { name = "attrs" },
     { name = "frozenlist" },
     { name = "multidict" },
@@ -33,38 +30,6 @@ dependencies = [
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/6c/96/91e93ae5fd04d428c101cdbabce6c820d284d61d2614d00518f4fa52ea24/aiohttp-3.11.14.tar.gz", hash = "sha256:d6edc538c7480fa0a3b2bdd705f8010062d74700198da55d16498e1b49549b9c", size = 7676994 }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/6a/e1/f1ccc6cf29a31fb33e4eaa07a9d8e4dff00e23b32423b679cdb89536fe71/aiohttp-3.11.14-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:e2bc827c01f75803de77b134afdbf74fa74b62970eafdf190f3244931d7a5c0d", size = 709390 },
-    { url = "https://files.pythonhosted.org/packages/80/7d/195965f183a724d0470560b097543e96dc4a672fc2714012d1be87d6775c/aiohttp-3.11.14-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e365034c5cf6cf74f57420b57682ea79e19eb29033399dd3f40de4d0171998fa", size = 469246 },
-    { url = "https://files.pythonhosted.org/packages/46/02/3a4f05e966c2edeace5103f40d296ba0159cee633ab0f162fbea579653e3/aiohttp-3.11.14-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c32593ead1a8c6aabd58f9d7ee706e48beac796bb0cb71d6b60f2c1056f0a65f", size = 456384 },
-    { url = "https://files.pythonhosted.org/packages/68/a6/c96cd5452af267fdda1cf46accc356d1295fb14da4a7a0e081567ea297af/aiohttp-3.11.14-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b4e7c7ec4146a94a307ca4f112802a8e26d969018fabed526efc340d21d3e7d0", size = 1589803 },
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diff --git a/python/thirdweb-mcp/uv.lock b/python/thirdweb-mcp/uv.lock
index 9a47ae4..3c68b24 100644
--- a/python/thirdweb-mcp/uv.lock
+++ b/python/thirdweb-mcp/uv.lock
@@ -1,6 +1,6 @@
 version = 1
 revision = 1
-requires-python = ">=3.10, <4"
+requires-python = ">=3.12, <4.0"
 
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 dependencies = [
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@@ -372,6 +575,7 @@ dependencies = [
 [package.dev-dependencies]
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+    { name = "python-semantic-release" },
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     { name = "mcp", specifier = ">=1.3.0,<2" },
-    { name = "thirdweb-ai", extras = ["mcp"], specifier = "==0.1.4" },
+    { name = "thirdweb-ai", extras = ["mcp"], specifier = "==0.1.6" },
 ]
 
 [package.metadata.requires-dev]
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     { name = "pyright", specifier = ">=1.1.396,<2" },
+    { name = "python-semantic-release", specifier = ">=8.7.0,<9" },
     { name = "ruff", specifier = ">=0.9.10,<0.10" },
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+[[package]]
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+[[package]]
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 version = "0.34.0"
@@ -404,7 +627,6 @@ source = { registry = "https://pypi.org/simple" }
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From c1cd3a63395c59fc257be19ab9acf25f16961c72 Mon Sep 17 00:00:00 2001
From: cjber <cjberragan@gmail.com>
Date: Tue, 25 Mar 2025 16:11:42 +0000
Subject: [PATCH 14/17] uv sync --all-groups

---
 .github/workflows/publish_both_to_pypi.yaml | 17 +++++++----------
 1 file changed, 7 insertions(+), 10 deletions(-)

diff --git a/.github/workflows/publish_both_to_pypi.yaml b/.github/workflows/publish_both_to_pypi.yaml
index 0375fa0..2b7f66b 100644
--- a/.github/workflows/publish_both_to_pypi.yaml
+++ b/.github/workflows/publish_both_to_pypi.yaml
@@ -38,7 +38,7 @@ jobs:
       - name: Install dependencies (thirdweb-ai)
         run: |
           cd python/thirdweb-ai
-          uv sync --all
+          uv sync --all-groups
           
       - name: Run linting (thirdweb-ai)
         run: |
@@ -58,7 +58,7 @@ jobs:
       - name: Install dependencies (thirdweb-mcp)
         run: |
           cd python/thirdweb-mcp
-          uv sync --all
+          uv sync --all-groups
           
       - name: Run linting (thirdweb-mcp)
         run: |
@@ -91,9 +91,6 @@ jobs:
           enable-cache: true
           cache-dependency-glob: "uv.lock"
         
-      - name: Install semantic-release
-        run: uv pip install python-semantic-release
-        
       - name: Configure Git
         run: |
           git config --global user.name "GitHub Actions"
@@ -103,7 +100,7 @@ jobs:
         id: get-versions
         run: |
           AI_CURRENT_VERSION=$(grep -o '__version__ = "[^"]*"' python/thirdweb-ai/src/thirdweb_ai/__init__.py | cut -d'"' -f2)
-          MCP_CURRENT_VERSION=$(grep -o '__version__ = "[^"]*"' python/thirdweb-mcp/src/mcp.py | cut -d'"' -f2)
+          MCP_CURRENT_VERSION=$(grep -o '__version__ = "[^"]*"' python/thirdweb-mcp/thirdweb-mcp/__init__.py | cut -d'"' -f2)
           echo "AI current version: $AI_CURRENT_VERSION"
           echo "MCP current version: $MCP_CURRENT_VERSION"
           echo "ai_current_version=$AI_CURRENT_VERSION" >> $GITHUB_OUTPUT
@@ -152,7 +149,7 @@ jobs:
         run: |
           NEW_VERSION="${{ steps.calc-versions.outputs.new_version }}"
           # Update thirdweb-mcp version
-          sed -i "s/__version__ = \"[^\"]*\"/__version__ = \"$NEW_VERSION\"/" python/thirdweb-mcp/src/mcp.py
+          sed -i "s/__version__ = \"[^\"]*\"/__version__ = \"$NEW_VERSION\"/" python/thirdweb-mcp/src/thirdweb_mcp/__init__.py
           
           # Update dependency on thirdweb-ai in thirdweb-mcp
           sed -i "s/thirdweb-ai\[mcp\]>=.*/thirdweb-ai\[mcp\]>=$NEW_VERSION/" python/thirdweb-mcp/pyproject.toml
@@ -170,7 +167,7 @@ jobs:
           git checkout -b $BRANCH_NAME
           
           git add python/thirdweb-ai/src/thirdweb_ai/__init__.py
-          git add python/thirdweb-mcp/src/mcp.py
+          git add python/thirdweb-mcp/src/thirdweb_mcp/mcp.py
           git add python/thirdweb-mcp/pyproject.toml
           git commit -m "test: prepare release v$NEW_VERSION for both packages (DRY RUN)"
           git push --set-upstream origin $BRANCH_NAME
@@ -183,7 +180,7 @@ jobs:
         run: |
           NEW_VERSION="${{ steps.calc-versions.outputs.new_version }}"
           git add python/thirdweb-ai/src/thirdweb_ai/__init__.py
-          git add python/thirdweb-mcp/src/mcp.py
+          git add python/thirdweb-mcp/src/thirdweb_mcp/mcp.py
           git add python/thirdweb-mcp/pyproject.toml
           git commit -m "chore: prepare release v$NEW_VERSION for both packages"
           git push
@@ -366,4 +363,4 @@ jobs:
         uses: actions/upload-artifact@v3
         with:
           name: dry-run-report
-          path: dry_run_report.md
\ No newline at end of file
+          path: dry_run_report.md

From 6c63a13b5254516f9375adb20760971dccca8554 Mon Sep 17 00:00:00 2001
From: cjber <cjberragan@gmail.com>
Date: Mon, 31 Mar 2025 12:22:36 +0100
Subject: [PATCH 15/17] add towncrier

---
 python/thirdweb-ai/README.md                  | 23 +++++++++++
 python/thirdweb-ai/newsfragments/.gitkeep     |  0
 python/thirdweb-ai/newsfragments/1.feature.md |  1 +
 python/thirdweb-ai/newsfragments/README.md    | 22 ++++++++++
 python/thirdweb-ai/pyproject.toml             | 40 +++++++++++++++++++
 python/thirdweb-ai/uv.lock                    | 15 +++++++
 6 files changed, 101 insertions(+)
 create mode 100644 python/thirdweb-ai/newsfragments/.gitkeep
 create mode 100644 python/thirdweb-ai/newsfragments/1.feature.md
 create mode 100644 python/thirdweb-ai/newsfragments/README.md

diff --git a/python/thirdweb-ai/README.md b/python/thirdweb-ai/README.md
index ffdc4cd..9bb5cb6 100644
--- a/python/thirdweb-ai/README.md
+++ b/python/thirdweb-ai/README.md
@@ -189,3 +189,26 @@ uv run ruff check .
 # Run type checking with pyright
 uv run pyright
 ```
+
+### Making Changes
+
+1. Create a feature branch
+2. Make your changes
+3. Add a news fragment in `newsfragments/` folder:
+   - Name it `<issue_number>.<type>.md` (e.g., `123.feature.md`)
+   - Types: `feature`, `bugfix`, `performance`, `doc`, `removal`, `misc`
+   - Write a short description of your change
+4. Run tests and ensure they pass
+5. Submit a pull request
+
+### Release Process
+
+We use semantic-release and towncrier to handle releases:
+
+```bash
+# Preview changelog
+towncrier --draft
+
+# Build changelog (done as part of release process)
+towncrier
+```
diff --git a/python/thirdweb-ai/newsfragments/.gitkeep b/python/thirdweb-ai/newsfragments/.gitkeep
new file mode 100644
index 0000000..e69de29
diff --git a/python/thirdweb-ai/newsfragments/1.feature.md b/python/thirdweb-ai/newsfragments/1.feature.md
new file mode 100644
index 0000000..21e33ae
--- /dev/null
+++ b/python/thirdweb-ai/newsfragments/1.feature.md
@@ -0,0 +1 @@
+Add towncrier for change log management.
diff --git a/python/thirdweb-ai/newsfragments/README.md b/python/thirdweb-ai/newsfragments/README.md
new file mode 100644
index 0000000..751059f
--- /dev/null
+++ b/python/thirdweb-ai/newsfragments/README.md
@@ -0,0 +1,22 @@
+# News Fragments
+
+This directory contains "news fragments" which are short files that contain a small **RST**-formatted
+text that will be added to the next version's changelog.
+
+The news fragments are named `<issue_number>.<type>.md` where `<issue_number>` is the GitHub issue number
+and `<type>` is one of:
+
+* `feature`: New feature
+* `bugfix`: Bug fix
+* `performance`: Performance improvement
+* `doc`: Documentation improvement
+* `removal`: Feature removal or deprecation
+* `misc`: Other changes
+
+Make sure to use a brief and descriptive sentence for your news fragment. For example:
+
+```
+Add support for X feature.
+```
+
+When releasing a new version, the fragments will be automatically collected into the CHANGELOG by towncrier.
diff --git a/python/thirdweb-ai/pyproject.toml b/python/thirdweb-ai/pyproject.toml
index a6c9b91..4807a55 100644
--- a/python/thirdweb-ai/pyproject.toml
+++ b/python/thirdweb-ai/pyproject.toml
@@ -19,6 +19,7 @@ dependencies = [
     "pydantic>=2.10.6,<3",
     "jsonref>=1.1.0,<2",
     "httpx>=0.28.1,<0.29",
+    "towncrier>=24.8.0",
 ]
 
 [project.optional-dependencies]
@@ -132,3 +133,42 @@ changelog_sections = [
     {"type" = "refactor", "section" = "Code Refactoring"},
 ]
 major_on_zero = false
+
+[tool.towncrier]
+package = "thirdweb_ai"
+package_dir = "src"
+filename = "CHANGELOG.md"
+directory = "newsfragments"
+title_format = "## [{version}] - {project_date}"
+issue_format = "[#{issue}](https://github.com/thirdweb-dev/thirdweb-ai/issues/{issue})"
+underlines = ["", "", ""]
+
+[[tool.towncrier.type]]
+directory = "feature"
+name = "Features"
+showcontent = true
+
+[[tool.towncrier.type]]
+directory = "bugfix"
+name = "Bug Fixes"
+showcontent = true
+
+[[tool.towncrier.type]]
+directory = "performance"
+name = "Performance Improvements"
+showcontent = true
+
+[[tool.towncrier.type]]
+directory = "doc"
+name = "Documentation"
+showcontent = true
+
+[[tool.towncrier.type]]
+directory = "removal"
+name = "Removals"
+showcontent = true
+
+[[tool.towncrier.type]]
+directory = "misc"
+name = "Miscellaneous"
+showcontent = true
diff --git a/python/thirdweb-ai/uv.lock b/python/thirdweb-ai/uv.lock
index 037057f..3ef0937 100644
--- a/python/thirdweb-ai/uv.lock
+++ b/python/thirdweb-ai/uv.lock
@@ -2628,6 +2628,7 @@ dependencies = [
     { name = "httpx" },
     { name = "jsonref" },
     { name = "pydantic" },
+    { name = "towncrier" },
 ]
 
 [package.optional-dependencies]
@@ -2704,6 +2705,7 @@ requires-dist = [
     { name = "pydantic-ai", marker = "extra == 'pydantic-ai'", specifier = ">=0.0.39" },
     { name = "smolagents", marker = "extra == 'all'", specifier = ">=1.10.0" },
     { name = "smolagents", marker = "extra == 'smolagents'", specifier = ">=1.10.0" },
+    { name = "towncrier", specifier = ">=24.8.0" },
 ]
 provides-extras = ["agentkit", "all", "autogen", "goat", "langchain", "llama-index", "mcp", "openai", "pydantic-ai", "smolagents"]
 
@@ -2785,6 +2787,19 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/03/98/eb27cc78ad3af8e302c9d8ff4977f5026676e130d28dd7578132a457170c/toolz-1.0.0-py3-none-any.whl", hash = "sha256:292c8f1c4e7516bf9086f8850935c799a874039c8bcf959d47b600e4c44a6236", size = 56383 },
 ]
 
+[[package]]
+name = "towncrier"
+version = "24.8.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "click" },
+    { name = "jinja2" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/69/d7/a5183f788cf4fabf03f7c767ae0b968249b0c737eb64b4d87a07ae01fea7/towncrier-24.8.0.tar.gz", hash = "sha256:013423ee7eed102b2f393c287d22d95f66f1a3ea10a4baa82d298001a7f18af3", size = 61635 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/93/1b/2f7b88506e22d9798c139261af4946865c0787cfa345514ca3c70173a9cc/towncrier-24.8.0-py3-none-any.whl", hash = "sha256:9343209592b839209cdf28c339ba45792fbfe9775b5f9c177462fd693e127d8d", size = 56981 },
+]
+
 [[package]]
 name = "tqdm"
 version = "4.67.1"

From a5138cae009d15351734e9674cb6d51df7cf391e Mon Sep 17 00:00:00 2001
From: cjber <cjberragan@gmail.com>
Date: Thu, 3 Apr 2025 13:39:45 +0100
Subject: [PATCH 16/17] pin commit hashes

---
 .github/workflows/publish_both_to_pypi.yaml      | 6 +++---
 .github/workflows/publish_pypi_thirdweb_ai.yaml  | 8 ++++----
 .github/workflows/publish_pypi_thirdweb_mcp.yaml | 8 ++++----
 python/thirdweb-ai/CHANGELOG.md                  | 2 +-
 4 files changed, 12 insertions(+), 12 deletions(-)

diff --git a/.github/workflows/publish_both_to_pypi.yaml b/.github/workflows/publish_both_to_pypi.yaml
index 2b7f66b..31d6ebc 100644
--- a/.github/workflows/publish_both_to_pypi.yaml
+++ b/.github/workflows/publish_both_to_pypi.yaml
@@ -22,15 +22,15 @@ jobs:
   prepare-and-validate:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
         with:
           fetch-depth: 0
           
       - name: Install uv
-        uses: astral-sh/setup-uv@v5
+        uses: astral-sh/setup-uv@22695119d769bdb6f7032ad67b9bca0ef8c4a174 # v5
       
       - name: Install Python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@42375524e23c412d93fb67b49958b491fce71c38 # v5.4.0
         with:
           enable-cache: true
           cache-dependency-glob: "uv.lock"
diff --git a/.github/workflows/publish_pypi_thirdweb_ai.yaml b/.github/workflows/publish_pypi_thirdweb_ai.yaml
index 7d94dbe..f57befa 100644
--- a/.github/workflows/publish_pypi_thirdweb_ai.yaml
+++ b/.github/workflows/publish_pypi_thirdweb_ai.yaml
@@ -23,15 +23,15 @@ jobs:
       run:
         working-directory: ./python/thirdweb-ai
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
         with:
           fetch-depth: 0
       
       - name: Install uv
-        uses: astral-sh/setup-uv@v5
+        uses: astral-sh/setup-uv@22695119d769bdb6f7032ad67b9bca0ef8c4a174 # v5
       
       - name: Install Python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@42375524e23c412d93fb67b49958b491fce71c38 # v5.4.0
         with:
           enable-cache: true
           cache-dependency-glob: "uv.lock"
@@ -133,4 +133,4 @@ jobs:
         with:
           user: __token__
           password: ${{ secrets.PYPI_API_KEY }}
-          packages-dir: python/thirdweb-ai/dist/
\ No newline at end of file
+          packages-dir: python/thirdweb-ai/dist/
diff --git a/.github/workflows/publish_pypi_thirdweb_mcp.yaml b/.github/workflows/publish_pypi_thirdweb_mcp.yaml
index 5abb36e..0f0d405 100644
--- a/.github/workflows/publish_pypi_thirdweb_mcp.yaml
+++ b/.github/workflows/publish_pypi_thirdweb_mcp.yaml
@@ -23,15 +23,15 @@ jobs:
       run:
         working-directory: ./python/thirdweb-mcp
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
         with:
           fetch-depth: 0
       
       - name: Install uv
-        uses: astral-sh/setup-uv@v5
+        uses: astral-sh/setup-uv@22695119d769bdb6f7032ad67b9bca0ef8c4a174 # v5
       
       - name: Install Python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@42375524e23c412d93fb67b49958b491fce71c38 # v5.4.0
         with:
           enable-cache: true
           cache-dependency-glob: "uv.lock"
@@ -130,4 +130,4 @@ jobs:
         with:
           user: __token__
           password: ${{ secrets.PYPI_API_KEY }}
-          packages-dir: python/thirdweb-mcp/dist/
\ No newline at end of file
+          packages-dir: python/thirdweb-mcp/dist/
diff --git a/python/thirdweb-ai/CHANGELOG.md b/python/thirdweb-ai/CHANGELOG.md
index 8757222..27dd383 100644
--- a/python/thirdweb-ai/CHANGELOG.md
+++ b/python/thirdweb-ai/CHANGELOG.md
@@ -12,4 +12,4 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### Changed
 - Updated dependency management approach
-- Integrated semantic-release for version management
\ No newline at end of file
+- Integrated semantic-release for version management

From 13594fde1438e9d613bda882f83394d404f4a13b Mon Sep 17 00:00:00 2001
From: cjber <cjberragan@gmail.com>
Date: Thu, 3 Apr 2025 14:37:56 +0100
Subject: [PATCH 17/17] more lenient python versions

---
 python/thirdweb-ai/pyproject.toml  | 2 +-
 python/thirdweb-mcp/pyproject.toml | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/python/thirdweb-ai/pyproject.toml b/python/thirdweb-ai/pyproject.toml
index 4807a55..b0f8e7d 100644
--- a/python/thirdweb-ai/pyproject.toml
+++ b/python/thirdweb-ai/pyproject.toml
@@ -3,7 +3,7 @@ name = "thirdweb-ai"
 dynamic = ["version"]
 description = "thirdweb AI"
 authors = [{ name = "thirdweb", email = "support@thirdweb.com" }]
-requires-python = ">=3.12,<4.0"
+requires-python = ">=3.10,<4.0"
 readme = "README.md"
 license = "Apache-2.0"
 keywords = [
diff --git a/python/thirdweb-mcp/pyproject.toml b/python/thirdweb-mcp/pyproject.toml
index 6831678..979a2d8 100644
--- a/python/thirdweb-mcp/pyproject.toml
+++ b/python/thirdweb-mcp/pyproject.toml
@@ -3,7 +3,7 @@ name = "thirdweb-mcp"
 dynamic = ["version"]
 description = "thirdweb MCP"
 authors = [{ name = "thirdweb", email = "support@thirdweb.com" }]
-requires-python = ">=3.12,<4.0"
+requires-python = ">=3.10,<4.0"
 readme = "README.md"
 license = "Apache-2.0"
 dependencies = [