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Merge branch 'main' into codex/fix-openapi-m2m-scopes
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contributing/samples/toolbox_agent/README.md

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Run the following command to download and install the MCP Toolbox binary.
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> [!NOTE]
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> You can find the latest version on the [Releases page](https://github.com/googleapis/genai-toolbox/releases) and update the version in the URL below.
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> You can find the latest version on the [Releases page](https://github.com/googleapis/mcp-toolbox/releases) and update the version in the URL below.
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2020
```bash
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export OS="linux/amd64" # one of linux/amd64, darwin/arm64, darwin/amd64, or windows/amd64
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curl -O https://storage.googleapis.com/genai-toolbox/v0.31.0/$OS/toolbox
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curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v1.1.0/$OS/toolbox
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chmod +x toolbox
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```
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llms-full.txt

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## MCP Toolbox for Databases
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[MCP Toolbox for Databases](https://github.com/googleapis/genai-toolbox) is an
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[MCP Toolbox for Databases](https://github.com/googleapis/mcp-toolbox) is an
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open source MCP server that helps you build Gen AI tools so that your agents can
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access data in your database. Google’s Agent Development Kit (ADK) has built in
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support for The MCP Toolbox for Databases.
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## Toolbox Tools for Databases
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[MCP Toolbox for Databases](https://github.com/googleapis/genai-toolbox) is an
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[MCP Toolbox for Databases](https://github.com/googleapis/mcp-toolbox) is an
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open source MCP server for databases. It was designed with enterprise-grade and
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production-quality in mind. It enables you to develop tools easier, faster, and
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more securely by handling the complexities such as connection pooling,
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authentication, and more.
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Google’s Agent Development Kit (ADK) has built in support for Toolbox. For more
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information on
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[getting started](https://googleapis.github.io/genai-toolbox/getting-started) or
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[configuring](https://googleapis.github.io/genai-toolbox/getting-started/configure/)
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[getting started](https://mcp-toolbox.dev/documentation/introduction/#getting-started) or
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[configuring](https://mcp-toolbox.dev/documentation/configuration/)
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Toolbox, see the
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[documentation](https://googleapis.github.io/genai-toolbox/getting-started/introduction/).
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[documentation](https://mcp-toolbox.dev/documentation/introduction/).
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![GenAI Toolbox](../assets/mcp_db_toolbox.png)
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instructions on deploying and configuring, see the official Toolbox
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documentation:
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* [Installing the Server](https://googleapis.github.io/genai-toolbox/getting-started/introduction/#installing-the-server)
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* [Configuring Toolbox](https://googleapis.github.io/genai-toolbox/getting-started/configure/)
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* [Installing the Server](https://mcp-toolbox.dev/documentation/introduction/#getting-started)
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* [Configuring Toolbox](https://mcp-toolbox.dev/documentation/configuration/)
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### Install client SDK
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Toolbox has a variety of features to make developing Gen AI tools for databases.
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For more information, read more about the following features:
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* [Authenticated Parameters](https://googleapis.github.io/genai-toolbox/resources/tools/#authenticated-parameters): bind tool inputs to values from OIDC tokens automatically, making it easy to run sensitive queries without potentially leaking data
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* [Authorized Invocations:](https://googleapis.github.io/genai-toolbox/resources/tools/#authorized-invocations) restrict access to use a tool based on the users Auth token
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* [OpenTelemetry](https://googleapis.github.io/genai-toolbox/how-to/export_telemetry/): get metrics and tracing from Toolbox with OpenTelemetry
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* [Authenticated Parameters](https://mcp-toolbox.dev/documentation/connect-to/toolbox-sdks/python-sdk/core/#parameter-binding): bind tool inputs to values from OIDC tokens automatically, making it easy to run sensitive queries without potentially leaking data
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* [Authorized Invocations:](https://mcp-toolbox.dev/documentation/connect-to/toolbox-sdks/python-sdk/core/#client-to-server-authentication) restrict access to use a tool based on the users Auth token
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* [OpenTelemetry](https://mcp-toolbox.dev/documentation/connect-to/toolbox-sdks/python-sdk/core/#opentelemetry): get metrics and tracing from Toolbox with OpenTelemetry
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