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.
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 |
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Set up the Toolbox Service: Ensure you have a running MCP Toolbox server. Follow the MCP Toolbox Server Getting Started Guide.
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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
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Explore Tutorials: Check out the Python Quickstart Tutorial for a full walkthrough.
Contributions are welcome! Please refer to the
CONTRIBUTING.md
to get started.
This project is licensed under the Apache License 2.0. See the LICENSE file for details.
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.