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MCP server · AI

Toolbox SDK Python

Python SDK for interacting with the MCP Toolbox for Databases.

Unclaimed Apache-2.0 last commit 6 months ago mcplangchaindatabasesllmsllamaindexgenailangchain-pythonmcp-clientai
80Excellent

Scored 3 hours ago · breakdown

About Toolbox SDK Python

Toolbox SDK Python is an MCP server published by googleapis in the AI category: python SDK for interacting with the MCP Toolbox for Databases. It has been installed 0 times through Conduid.

The repository has 162 stars and 40 forks, with the last commit 6 months ago. Six months or more without a commit doesn't mean the server is broken, but check the open issues (0) before depending on it in production.

Install

Install
npx mcp-toolbox-sdk-python

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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  • !Scoped permissionsDoesn't declare a permission scope. Assume it can do anything its process can.

Releases

toolbox-llamaindex-v0.9.0toolbox-llamaindex: v0.9.0 · 1 Sep 2026[0.9.0](https://github.com/googleapis/mcp-toolbox-sdk-python/compare/toolbox-llamaindex-v0.8.0...toolbox-llamaindex-v0.9.0) (2026-09-01) Features llamaindex:** pass telemetry attributes…
toolbox-langchain-v1.4.0toolbox-langchain: v1.4.0 · 1 Sep 2026[1.4.0](https://github.com/googleapis/mcp-toolbox-sdk-python/compare/toolbox-langchain-v1.3.0...toolbox-langchain-v1.4.0) (2026-09-01) Features langchain:** pass telemetry attributes…
toolbox-adk-v1.4.0toolbox-adk: v1.4.0 · 1 Sep 2026[1.4.0](https://github.com/googleapis/mcp-toolbox-sdk-python/compare/toolbox-adk-v1.3.1...toolbox-adk-v1.4.0) (2026-09-01) Features adk:** support secure parameters in ADK tools and toolset…
toolbox-core-v1.4.0toolbox-core: v1.4.0 · 1 Sep 2026[1.4.0](https://github.com/googleapis/mcp-toolbox-sdk-python/compare/toolbox-core-v1.3.0...toolbox-core-v1.4.0) (2026-09-01) Features core:** client tool and toolset loading with secure parameters…
toolbox-llamaindex-v0.8.0toolbox-llamaindex: v0.8.0 · 29 Jul 2026[0.8.0](https://github.com/googleapis/mcp-toolbox-sdk-python/compare/toolbox-llamaindex-v0.7.0...toolbox-llamaindex-v0.8.0) (2026-07-29) Features add support for stateless MCP 2026 draft and protocol negotiation fallback…

README

MCP Toolbox
Logo

MCP Toolbox SDKs for Python

PyPI - Python
Version

This repository contains Python SDKs designed to seamlessly integrate the functionalities of the MCP Toolbox into your Gen AI 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.

Available Packages

This repository hosts the following Python packages. See the package-specific READMEs or the docsite for detailed usage:

Package Target Use Case Path Documentation
toolbox-core Framework-agnostic / Custom apps packages/toolbox-core/ Python Core Guide
toolbox-adk Google ADK Integration packages/toolbox-adk/ ADK Package Guide
toolbox-langchain LangChain / LangGraph Integration packages/toolbox-langchain/ LangChain Guide
toolbox-llamaindex LlamaIndex Integration packages/toolbox-llamaindex/ LlamaIndex Guide

Quickstart

  1. Set up the Toolbox Service: Ensure you have a running MCP Toolbox server. Follow the MCP Toolbox Server Getting Started Guide.

  2. Install the Appropriate SDK:

    # For the Google ADK
    pip install toolbox-adk
    
    # OR
    
    # For the core, framework-agnostic SDK
    pip install toolbox-core
    
    # OR
    
    # For LangChain/LangGraph integration
    pip install toolbox-langchain
    
    # OR
    
    # For the LlamaIndex integration
    pip install toolbox-llamaindex
    
    
  3. Explore Tutorials: Check out the Python Quickstart Tutorial for a full walkthrough.

Contributing

Contributions are welcome! Please refer to the CONTRIBUTING.md to get started.

License

This project is licensed under the Apache License 2.0. See the LICENSE file for details.

Support

If you encounter issues or have questions, please check the existing GitHub Issues for the main Toolbox project. If your issue is specific to one of the SDKs, please look for existing issues here or open a new issue in this repository.

README mirrored from the source repository 3 hours ago. The original is authoritative.

Questions

About Toolbox SDK Python

How do I install Toolbox SDK Python?

Run npx mcp-toolbox-sdk-python, then add the server to your MCP client's configuration. Conduid has recorded 0 installs, so the command is known to work with current clients.

Is Toolbox SDK Python safe to use with an AI agent?

Its trust score is 80 out of 100 (excellent). It passes 0 of 1 static security checks; the failures are listed above. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Toolbox SDK Python still maintained?

Yes — the latest release is toolbox-llamaindex-v0.9.0 (1 Sep 2026), and the last commit was 6 months ago. The repository has 162 stars and 0 open issues.