Merge branch 'main' into fix/toolbox-adk-wrap-tool-errors

Deeven-Seru · web-flow · commit 91795ed05fa6 · 2026-04-12T23:05:38.000+05:30
diff --git a/.github/workflows/cloud_build_failure_reporter.yml b/.github/workflows/cloud_build_failure_reporter.yml
@@ -37,7 +37,7 @@ jobs:
     runs-on: 'ubuntu-latest'
 
     steps:
-      - uses: 'actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd' # v8
+      - uses: 'actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3' # v9
         with:
           script: |-
                   // parse test names
diff --git a/.github/workflows/export_cloud_build_logs.yml b/.github/workflows/export_cloud_build_logs.yml
@@ -60,7 +60,7 @@ jobs:
 
       - name: Detect all failed Cloud Build checks
         id: detect_failures
-        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
+        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9
         env:
           PR_NUMBER: ${{ steps.detect_pr_number.outputs.pr_number }}
         with:
@@ -151,7 +151,7 @@ jobs:
     if: always()
     steps:
       - name: Compose and post PR comment with artifact links
-        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
+        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9
         env:
           PR_NUMBER: ${{ needs.detect-build-failure.outputs.pr_number }}
         with:
diff --git a/.github/workflows/lint-toolbox-adk.yaml b/.github/workflows/lint-toolbox-adk.yaml
@@ -42,7 +42,7 @@ jobs:
     steps:
       - name: Remove PR Label
         if: "${{ github.event.action == 'labeled' && github.event.label.name == 'tests: run' }}"
-        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8.0.0
+        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
         with:
           github-token: ${{ secrets.GITHUB_TOKEN }}
           script: |
diff --git a/.github/workflows/lint-toolbox-core.yaml b/.github/workflows/lint-toolbox-core.yaml
@@ -42,7 +42,7 @@ jobs:
     steps:
       - name: Remove PR Label
         if: "${{ github.event.action == 'labeled' && github.event.label.name == 'tests: run' }}"
-        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8.0.0
+        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
         with:
           github-token: ${{ secrets.GITHUB_TOKEN }}
           script: |
diff --git a/.github/workflows/lint-toolbox-langchain.yaml b/.github/workflows/lint-toolbox-langchain.yaml
@@ -42,7 +42,7 @@ jobs:
     steps:
       - name: Remove PR Label
         if: "${{ github.event.action == 'labeled' && github.event.label.name == 'tests: run' }}"
-        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8.0.0
+        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
         with:
           github-token: ${{ secrets.GITHUB_TOKEN }}
           script: |
diff --git a/.github/workflows/lint-toolbox-llamaindex.yaml b/.github/workflows/lint-toolbox-llamaindex.yaml
@@ -42,7 +42,7 @@ jobs:
     steps:
       - name: Remove PR Label
         if: "${{ github.event.action == 'labeled' && github.event.label.name == 'tests: run' }}"
-        uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8.0.0
+        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
         with:
           github-token: ${{ secrets.GITHUB_TOKEN }}
           script: |
diff --git a/.release-please-manifest.json b/.release-please-manifest.json
@@ -1,6 +1,6 @@
 {
   "packages/toolbox-langchain": "1.0.0",
   "packages/toolbox-core": "1.0.0",
-  "packages/toolbox-llamaindex": "1.0.0",
+  "packages/toolbox-llamaindex": "0.6.0",
   "packages/toolbox-adk": "1.0.0"
 }
diff --git a/README.md b/README.md
@@ -14,7 +14,7 @@ applications. These SDKs allow you to load tools defined in Toolbox and use them
 as standard Python functions or objects within popular orchestration frameworks
 or your custom code.
 
-For comprehensive guides and advanced configuration, visit the [Main Documentation Site](https://googleapis.github.io/genai-toolbox/).
+For comprehensive guides and advanced configuration, visit the [Main Documentation Site](https://mcp-toolbox.dev/documentation/).
 
 
 <!-- TOC -->
@@ -32,14 +32,14 @@ This repository hosts the following Python packages. See the package-specific RE
 
 | Package | Target Use Case | Path | Documentation |
 | :------ | :---------- | :--- | :---------- |
-| `toolbox-core` | Framework-agnostic / Custom apps | `packages/toolbox-core/` | [Python Core Guide](https://googleapis.github.io/genai-toolbox/sdks/python-sdk/core/) |
-| `toolbox-adk` | Google ADK Integration | `packages/toolbox-adk/` | [ADK Package Guide](https://googleapis.github.io/genai-toolbox/sdks/python-sdk/adk/) |
-| `toolbox-langchain` | LangChain / LangGraph Integration | `packages/toolbox-langchain/` | [LangChain Guide](https://googleapis.github.io/genai-toolbox/sdks/python-sdk/langchain/) |
-| `toolbox-llamaindex` | LlamaIndex Integration | `packages/toolbox-llamaindex/` | [LlamaIndex Guide](https://googleapis.github.io/genai-toolbox/sdks/python-sdk/llamaindex/) |
+| `toolbox-core` | Framework-agnostic / Custom apps | `packages/toolbox-core/` | [Python Core Guide](https://mcp-toolbox.dev/documentation/connect-to/toolbox-sdks/python-sdk/core/) |
+| `toolbox-adk` | Google ADK Integration | `packages/toolbox-adk/` | [ADK Package Guide](https://mcp-toolbox.dev/documentation/connect-to/toolbox-sdks/python-sdk/adk/) |
+| `toolbox-langchain` | LangChain / LangGraph Integration | `packages/toolbox-langchain/` | [LangChain Guide](https://mcp-toolbox.dev/documentation/connect-to/toolbox-sdks/python-sdk/langchain/) |
+| `toolbox-llamaindex` | LlamaIndex Integration | `packages/toolbox-llamaindex/` | [LlamaIndex Guide](https://mcp-toolbox.dev/documentation/connect-to/toolbox-sdks/python-sdk/llamaindex/) |
 
 ## Quickstart
 
-1.  **Set up the Toolbox Service**: Ensure you have a running MCP Toolbox server. Follow the [MCP Toolbox Server Getting Started Guide](https://github.com/googleapis/genai-toolbox?tab=readme-ov-file#getting-started).
+1.  **Set up the Toolbox Service**: Ensure you have a running MCP Toolbox server. Follow the [MCP Toolbox Server Getting Started Guide](https://mcp-toolbox.dev/documentation/introduction/#getting-started).
 2.  **Install the Appropriate SDK:**
 
     ```bash
@@ -61,7 +61,7 @@ This repository hosts the following Python packages. See the package-specific RE
     # For the LlamaIndex integration
     pip install toolbox-llamaindex
 
-3.  **Explore Tutorials**: Check out the [Python Quickstart Tutorial](https://googleapis.github.io/genai-toolbox/getting-started/local_quickstart/) for a full walkthrough.
+3.  **Explore Tutorials**: Check out the [Python Quickstart Tutorial](https://mcp-toolbox.dev/documentation/getting-started/local_quickstart/) for a full walkthrough.
 
 ## Contributing
 
diff --git a/packages/toolbox-adk/README.md b/packages/toolbox-adk/README.md
@@ -4,7 +4,7 @@
 
 This package allows Google ADK (Agent Development Kit) agents to natively use tools from the [MCP Toolbox](https://github.com/googleapis/genai-toolbox).
 
-For detailed guides, authentication examples, and advanced configuration, visit the [Python SDK ADK Guide](https://googleapis.github.io/genai-toolbox/sdks/python-sdk/adk/).
+For detailed guides, authentication examples, and advanced configuration, visit the [Python SDK ADK Guide](https://mcp-toolbox.dev/documentation/connect-to/toolbox-sdks/python-sdk/adk/).
 
 ## Table of Contents
 
@@ -19,12 +19,12 @@ pip install toolbox-adk
 
 ## Usage
 
-The `toolbox-adk` package provides a seamless bridge to natively use MCP Toolbox tools within ADK agents. For detailed guides and advanced configuration, please visit the following sections on our [Documentation Site](https://googleapis.github.io/genai-toolbox/sdks/python-sdk/adk/): 
+The `toolbox-adk` package provides a seamless bridge to natively use MCP Toolbox tools within ADK agents. For detailed guides and advanced configuration, please visit the following sections on our [Documentation Site](https://mcp-toolbox.dev/documentation/connect-to/toolbox-sdks/python-sdk/adk/): 
 
-- [Transport Protocols](https://googleapis.github.io/genai-toolbox/sdks/python-sdk/adk/#transport-protocols)
-- [Authentication](https://googleapis.github.io/genai-toolbox/sdks/python-sdk/adk/#authentication)
-- [Advanced Configuration](https://googleapis.github.io/genai-toolbox/sdks/python-sdk/adk/#advanced-configuration)
-- [OpenTelemetry](https://googleapis.github.io/genai-toolbox/sdks/python-sdk/adk/#opentelemetry)
+- [Transport Protocols](https://mcp-toolbox.dev/documentation/connect-to/toolbox-sdks/python-sdk/adk/#transport-protocols)
+- [Authentication](https://mcp-toolbox.dev/documentation/connect-to/toolbox-sdks/python-sdk/adk/#authentication)
+- [Advanced Configuration](https://mcp-toolbox.dev/documentation/connect-to/toolbox-sdks/python-sdk/adk/#advanced-configuration)
+- [OpenTelemetry](https://mcp-toolbox.dev/documentation/connect-to/toolbox-sdks/python-sdk/adk/#opentelemetry)
 
 ## Contributing
 
diff --git a/packages/toolbox-adk/integration.cloudbuild.yaml b/packages/toolbox-adk/integration.cloudbuild.yaml
@@ -61,6 +61,6 @@ options:
 substitutions:
   _VERSION: '3.13'
   # Default values (can be overridden by triggers)
-  _TOOLBOX_VERSION: '0.31.0'
+  _TOOLBOX_VERSION: '0.32.0'
   _TOOLBOX_MANIFEST_VERSION: '34'
   _TOOLBOX_URL: 'http://localhost:5000'
diff --git a/packages/toolbox-adk/pyproject.toml b/packages/toolbox-adk/pyproject.toml
@@ -22,7 +22,7 @@ dependencies = [
     "toolbox-core==1.0.0",
     "google-auth>=2.47.0,<3.0.0",
     "google-auth-oauthlib>=1.2.0,<2.0.0",
-    "google-adk>=1.26.0,<3.0.0", 
+    "google-adk>=1.27.4,<3.0.0", 
     "typing-extensions>=4.0.0"
 ]
 
@@ -34,12 +34,12 @@ Changelog = "https://github.com/googleapis/mcp-toolbox-sdk-python/blob/main/pack
 
 [project.optional-dependencies]
 test = [
-    "black[jupyter]==26.1.0",
-    "isort==8.0.0",
-    "mypy==1.19.1",
+    "black[jupyter]==26.3.1",
+    "isort==8.0.1",
+    "mypy==1.20.0",
     "pytest==9.0.2",
     "pytest-asyncio==1.3.0",
-    "pytest-cov==7.0.0",
+    "pytest-cov==7.1.0",
     "pytest-mock==3.15.1"
 ]
 
diff --git a/packages/toolbox-adk/requirements.txt b/packages/toolbox-adk/requirements.txt
@@ -1,9 +1,9 @@
 -e ../toolbox-core
-google-adk==1.27.2
-google-auth==2.47.0
-google-auth-oauthlib==1.2.1
-typing-extensions==4.14.1
-opentelemetry-exporter-otlp-proto-http==1.37.0
-opentelemetry-exporter-gcp-trace==1.9.0
+google-adk==1.28.1
+google-auth==2.49.1
+google-auth-oauthlib==1.3.1
+typing-extensions==4.15.0
+opentelemetry-exporter-otlp-proto-http==1.38.0
+opentelemetry-exporter-gcp-trace==1.11.0
 opentelemetry-exporter-gcp-monitoring==1.9.0a0
-opentelemetry-sdk==1.37.0
+opentelemetry-sdk==1.38.0
diff --git a/packages/toolbox-core/DEVELOPER.md b/packages/toolbox-core/DEVELOPER.md
@@ -54,7 +54,7 @@ Toolbox service.
     pip install -e .[test]
     ```
 1. Ensure your [Toolbox
-   service](https://github.com/googleapis/genai-toolbox?tab=readme-ov-file#getting-started)
+   service](https://mcp-toolbox.dev/documentation/introduction/#getting-started)
    is running and accessible (e.g., at `http://localhost:5000`).
 1. Run tests and/or contribute to the SDK's development.
 
diff --git a/packages/toolbox-core/README.md b/packages/toolbox-core/README.md
@@ -10,7 +10,7 @@ This SDK allows you to seamlessly integrate the functionalities of
 use tools defined in the service as standard Python functions within your GenAI
 applications.
 
-For detailed guides, authentication examples, and advanced configuration, visit the [Python SDK Core Guide](https://googleapis.github.io/genai-toolbox/sdks/python-sdk/core/).
+For detailed guides, authentication examples, and advanced configuration, visit the [Python SDK Core Guide](https://mcp-toolbox.dev/documentation/connect-to/toolbox-sdks/python-sdk/core/).
 
 <!-- TOC ignore:true -->
 <!-- TOC -->
@@ -52,17 +52,17 @@ if __name__ == "__main__":
 
 ## Usage
 
-The core package provides a framework-agnostic way to interact with your Toolbox server. For detailed guides and advanced configuration, please visit the following sections on our [Documentation Site](https://googleapis.github.io/genai-toolbox/sdks/python-sdk/core/):
-
-- [Transport Protocols](https://googleapis.github.io/genai-toolbox/sdks/python-sdk/core/#transport-protocols)
-- [Loading Tools](https://googleapis.github.io/genai-toolbox/sdks/python-sdk/core/#loading-tools)
-- [Invoking Tools](https://googleapis.github.io/genai-toolbox/sdks/python-sdk/core/#invoking-tools)
-- [Synchronous Usage](https://googleapis.github.io/genai-toolbox/sdks/python-sdk/core/#synchronous-usage)
-- [Use With Langraph](https://googleapis.github.io/genai-toolbox/sdks/python-sdk/core/#use-with-langgraph)
-- [Client to Server Authentication](https://googleapis.github.io/genai-toolbox/sdks/python-sdk/core/#client-to-server-authentication)
-- [Authenticating Tools](https://googleapis.github.io/genai-toolbox/sdks/python-sdk/core/#authenticating-tools)
-- [Binding Parameter Values](https://googleapis.github.io/genai-toolbox/sdks/python-sdk/core/#parameter-binding)
-- [OpenTelemetry](https://googleapis.github.io/genai-toolbox/sdks/python-sdk/core/#opentelemetry)
+The core package provides a framework-agnostic way to interact with your Toolbox server. For detailed guides and advanced configuration, please visit the following sections on our [Documentation Site](https://mcp-toolbox.dev/documentation/connect-to/toolbox-sdks/python-sdk/core/):
+
+- [Transport Protocols](https://mcp-toolbox.dev/documentation/connect-to/toolbox-sdks/python-sdk/core/#transport-protocols)
+- [Loading Tools](https://mcp-toolbox.dev/documentation/connect-to/toolbox-sdks/python-sdk/core/#loading-tools)
+- [Invoking Tools](https://mcp-toolbox.dev/documentation/connect-to/toolbox-sdks/python-sdk/core/#invoking-tools)
+- [Synchronous Usage](https://mcp-toolbox.dev/documentation/connect-to/toolbox-sdks/python-sdk/core/#synchronous-usage)
+- [Use With Langraph](https://mcp-toolbox.dev/documentation/connect-to/toolbox-sdks/python-sdk/core/#use-with-langgraph)
+- [Client to Server Authentication](https://mcp-toolbox.dev/documentation/connect-to/toolbox-sdks/python-sdk/core/#client-to-server-authentication)
+- [Authenticating Tools](https://mcp-toolbox.dev/documentation/connect-to/toolbox-sdks/python-sdk/core/#authenticating-tools)
+- [Binding Parameter Values](https://mcp-toolbox.dev/documentation/connect-to/toolbox-sdks/python-sdk/core/#parameter-binding)
+- [OpenTelemetry](https://mcp-toolbox.dev/documentation/connect-to/toolbox-sdks/python-sdk/core/#opentelemetry)
 
 
 # Contributing
diff --git a/packages/toolbox-core/integration.cloudbuild.yaml b/packages/toolbox-core/integration.cloudbuild.yaml
@@ -45,5 +45,5 @@ options:
   logging: CLOUD_LOGGING_ONLY
 substitutions:
   _VERSION: '3.13'
-  _TOOLBOX_VERSION: '0.31.0'
+  _TOOLBOX_VERSION: '0.32.0'
   _TOOLBOX_MANIFEST_VERSION: '34'
diff --git a/packages/toolbox-core/pyproject.toml b/packages/toolbox-core/pyproject.toml
@@ -45,20 +45,20 @@ Changelog = "https://github.com/googleapis/mcp-toolbox-sdk-python/blob/main/pack
 [project.optional-dependencies]
 telemetry = [
     "opentelemetry-api>=1.20.0,<2.0.0",
-    "opentelemetry-sdk>=1.20.0,<2.0.0",
-    "opentelemetry-exporter-otlp>=1.20.0,<2.0.0"
+    "opentelemetry-sdk>=1.36.0,<1.39.0",
+    "opentelemetry-exporter-otlp>=1.36.0,<1.39.0"
 ]
 test = [
-    "black[jupyter]==26.1.0",
-    "isort==8.0.0",
-    "mypy==1.19.1",
+    "black[jupyter]==26.3.1",
+    "isort==8.0.1",
+    "mypy==1.20.0",
     "pytest==9.0.2",
     "pytest-aioresponses==0.3.0",
     "pytest-asyncio==1.3.0",
-    "pytest-cov==7.0.0",
+    "pytest-cov==7.1.0",
     "pytest-mock==3.15.1",
-    "google-cloud-secret-manager==2.26.0",
-    "google-cloud-storage==3.7.0",
+    "google-cloud-secret-manager==2.27.0",
+    "google-cloud-storage==3.10.1",
     "aioresponses==0.7.8",
     "toolbox-core[telemetry]"
 ]
diff --git a/packages/toolbox-core/requirements.txt b/packages/toolbox-core/requirements.txt
@@ -1,5 +1,5 @@
-aiohttp==3.13.3
+aiohttp==3.13.5
 pydantic==2.12.5
 deprecated==1.3.1
-requests==2.33.0
-google-auth==2.45.0
+requests==2.33.1
+google-auth==2.49.1
diff --git a/packages/toolbox-langchain/DEVELOPER.md b/packages/toolbox-langchain/DEVELOPER.md
@@ -54,7 +54,7 @@ Toolbox service.
     pip install -e .[test]
     ```
 1. Ensure your [Toolbox
-   service](https://github.com/googleapis/genai-toolbox?tab=readme-ov-file#getting-started)
+   service](https://mcp-toolbox.dev/documentation/introduction/#getting-started)
    is running and accessible (e.g., at `http://localhost:5000`).
 1. Run tests and/or contribute to the SDK's development.
 
diff --git a/packages/toolbox-langchain/README.md b/packages/toolbox-langchain/README.md
@@ -5,7 +5,7 @@ This SDK allows you to seamlessly integrate the functionalities of
 [MCP Toolbox](https://github.com/googleapis/genai-toolbox) into your LangChain GenAI
 applications, enabling advanced orchestration and interaction with LLMs.
 
-For detailed guides, authentication examples, and advanced configuration, visit the [Python SDK Langchain Guide](https://googleapis.github.io/genai-toolbox/sdks/python-sdk/langchain/).
+For detailed guides, authentication examples, and advanced configuration, visit the [Python SDK Langchain Guide](https://mcp-toolbox.dev/documentation/connect-to/toolbox-sdks/python-sdk/langchain/).
 
 <!-- TOC ignore:true -->
 ## Table of Contents
@@ -54,18 +54,18 @@ async with ToolboxClient("http://127.0.0.1:5000") as toolbox:
 
 ## Usage
 
-The toolbox-langchain package provids a dedicated integration to seamlessly load and use MCP Toolbox tools within the LangChain orchestration framework. For detailed guides and advanced configuration, please visit the following sections on our [Documentation Site](https://googleapis.github.io/genai-toolbox/sdks/python-sdk/langchain):
-
-- [Transport Protocols](https://googleapis.github.io/genai-toolbox/sdks/python-sdk/langchain/#transport-protocols)
-- [Loading Tools](https://googleapis.github.io/genai-toolbox/sdks/python-sdk/langchain/#loading-tools)
-- [Use with Langchain](https://googleapis.github.io/genai-toolbox/sdks/python-sdk/langchain/#use-with-langchain)
-- [Use with Langraph](https://googleapis.github.io/genai-toolbox/sdks/python-sdk/langchain/#use-with-langgraph)
-- [Manual Usage](https://googleapis.github.io/genai-toolbox/sdks/python-sdk/langchain/#manual-usage)
-- [Client to Server Authentication](https://googleapis.github.io/genai-toolbox/sdks/python-sdk/langchain/#client-to-server-authentication)
-- [Authenticating Tools](https://googleapis.github.io/genai-toolbox/sdks/python-sdk/langchain/#authenticating-tools)
-- [Binding Parameter Values](https://googleapis.github.io/genai-toolbox/sdks/python-sdk/langchain/#parameter-binding)
-- [Asynchronous Usage](https://googleapis.github.io/genai-toolbox/sdks/python-sdk/langchain/#asynchronous-usage)
-- [OpenTelemetry](https://googleapis.github.io/genai-toolbox/sdks/python-sdk/langchain/#opentelemetry)
+The toolbox-langchain package provids a dedicated integration to seamlessly load and use MCP Toolbox tools within the LangChain orchestration framework. For detailed guides and advanced configuration, please visit the following sections on our [Documentation Site](https://mcp-toolbox.dev/documentation/connect-to/toolbox-sdks/python-sdk/langchain/):
+
+- [Transport Protocols](https://mcp-toolbox.dev/documentation/connect-to/toolbox-sdks/python-sdk/langchain/#transport-protocols)
+- [Loading Tools](https://mcp-toolbox.dev/documentation/connect-to/toolbox-sdks/python-sdk/langchain/#loading-tools)
+- [Use with Langchain](https://mcp-toolbox.dev/documentation/connect-to/toolbox-sdks/python-sdk/langchain/#use-with-langchain)
+- [Use with Langraph](https://mcp-toolbox.dev/documentation/connect-to/toolbox-sdks/python-sdk/langchain/#use-with-langgraph)
+- [Manual Usage](https://mcp-toolbox.dev/documentation/connect-to/toolbox-sdks/python-sdk/langchain/#manual-usage)
+- [Client to Server Authentication](https://mcp-toolbox.dev/documentation/connect-to/toolbox-sdks/python-sdk/langchain/#client-to-server-authentication)
+- [Authenticating Tools](https://mcp-toolbox.dev/documentation/connect-to/toolbox-sdks/python-sdk/langchain/#authenticating-tools)
+- [Binding Parameter Values](https://mcp-toolbox.dev/documentation/connect-to/toolbox-sdks/python-sdk/langchain/#parameter-binding)
+- [Asynchronous Usage](https://mcp-toolbox.dev/documentation/connect-to/toolbox-sdks/python-sdk/langchain/#asynchronous-usage)
+- [OpenTelemetry](https://mcp-toolbox.dev/documentation/connect-to/toolbox-sdks/python-sdk/langchain/#opentelemetry)
 
 # Contributing
 
diff --git a/packages/toolbox-langchain/integration.cloudbuild.yaml b/packages/toolbox-langchain/integration.cloudbuild.yaml
@@ -49,5 +49,5 @@ options:
   logging: CLOUD_LOGGING_ONLY
 substitutions:
   _VERSION: '3.13'
-  _TOOLBOX_VERSION: '0.31.0'
+  _TOOLBOX_VERSION: '0.32.0'
   _TOOLBOX_MANIFEST_VERSION: '34'
diff --git a/packages/toolbox-langchain/pyproject.toml b/packages/toolbox-langchain/pyproject.toml
@@ -44,15 +44,15 @@ Changelog = "https://github.com/googleapis/mcp-toolbox-sdk-python/blob/main/pack
 
 [project.optional-dependencies]
 test = [
-    "black[jupyter]==26.1.0",
-    "isort==8.0.0",
-    "mypy==1.19.1",
+    "black[jupyter]==26.3.1",
+    "isort==8.0.1",
+    "mypy==1.20.0",
     "pytest-asyncio==1.3.0",
     "pytest==9.0.2",
-    "pytest-cov==7.0.0",
-    "Pillow==12.1.0; python_version >= '3.10'",
-    "google-cloud-secret-manager==2.26.0",
-    "google-cloud-storage==3.7.0",
+    "pytest-cov==7.1.0",
+    "Pillow==12.2.0; python_version >= '3.10'",
+    "google-cloud-secret-manager==2.27.0",
+    "google-cloud-storage==3.10.1",
 ]
 
 [build-system]
diff --git a/packages/toolbox-langchain/requirements.txt b/packages/toolbox-langchain/requirements.txt
@@ -1,6 +1,6 @@
 -e ../toolbox-core
-langchain-core==1.2.11
+langchain-core==1.2.28
 PyYAML==6.0.3
 pydantic==2.12.5
-aiohttp==3.13.3
+aiohttp==3.13.5
 deprecated==1.3.1
diff --git a/packages/toolbox-llamaindex/CHANGELOG.md b/packages/toolbox-llamaindex/CHANGELOG.md
diff --git a/packages/toolbox-llamaindex/DEVELOPER.md b/packages/toolbox-llamaindex/DEVELOPER.md
diff --git a/packages/toolbox-llamaindex/README.md b/packages/toolbox-llamaindex/README.md
diff --git a/packages/toolbox-llamaindex/integration.cloudbuild.yaml b/packages/toolbox-llamaindex/integration.cloudbuild.yaml
diff --git a/packages/toolbox-llamaindex/pyproject.toml b/packages/toolbox-llamaindex/pyproject.toml
diff --git a/packages/toolbox-llamaindex/requirements.txt b/packages/toolbox-llamaindex/requirements.txt
diff --git a/packages/toolbox-llamaindex/src/toolbox_llamaindex/version.py b/packages/toolbox-llamaindex/src/toolbox_llamaindex/version.py

Original file line number	Diff line number	Diff line change
`@@ -1,6 +1,6 @@`
`1`	`1`	`{`
`2`	`2`	`"packages/toolbox-langchain": "1.0.0",`
`3`	`3`	`"packages/toolbox-core": "1.0.0",`
`4`		`- "packages/toolbox-llamaindex": "1.0.0",`
	`4`	`+ "packages/toolbox-llamaindex": "0.6.0",`
`5`	`5`	`"packages/toolbox-adk": "1.0.0"`
`6`	`6`	`}`