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description = "MCP Toolbox for Databases is an open source MCP server for databases. It enables you to develop tools easier, faster, and more securely by handling the complexities such as connection pooling, authentication, and more."
description = "MCP Toolbox for Databases is an open source MCP server for databases. It enables you to develop tools easier, faster, and more securely by handling the complexities such as connection pooling, authentication, and more."
2.**Custom Tools Framework (Run-Time):** A robust framework to build specialized, highly secure AI tools for your production agents. Define structured queries, semantic search, and NL2SQL capabilities safely and easily.
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This README provides a brief overview. For comprehensive details, see the [full documentation](https://googleapis.github.io/genai-toolbox/).
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This README provides a brief overview. For comprehensive details, see the [full documentation](https://mcp-toolbox.dev/).
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> [!NOTE]
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> This solution was originally named “Gen AI Toolbox for Databases” (github.com/googleapis/genai-toolbox) as its initial development predated MCP, but was renamed to align with the MCP compatibility.
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}
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```
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2. Set the appropriate environment variables to connect, see the [Prebuilt Tools Reference](https://googleapis.github.io/genai-toolbox/reference/prebuilt-tools/).
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2. Set the appropriate environment variables to connect, see the [Prebuilt Tools Reference](https://mcp-toolbox.dev/documentation/configuration/prebuilt-configs/).
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When you run Toolbox with a `--prebuilt=<database>` flag, you instantly get access to standard tools to interact with that database.
- **Other Databases:** PostgreSQL, MySQL, SQL Server, Oracle, MongoDB, Redis, Elasticsearch, CockroachDB, ClickHouse, Couchbase, Neo4j, Snowflake, Trino, and more.
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For a full list of available tools and their capabilities across all supported databases, see the [Prebuilt Tools Reference](https://googleapis.github.io/genai-toolbox/reference/prebuilt-tools/).
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For a full list of available tools and their capabilities across all supported databases, see the [Prebuilt Tools Reference](https://mcp-toolbox.dev/documentation/configuration/prebuilt-configs/).
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*See the [Install & Run the Toolbox server](#install--run-the-toolbox-server) section for different execution methods like Docker or binaries.*
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tools.yaml` flag.
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You can find more detailed reference documentation to all resource types in the
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deprecations that require updates to your configuration and code.
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**📖 New Versioning Policy**
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We have officially published our [Versioning Policy](https://googleapis.github.io/genai-toolbox/dev/about/versioning/). Moving forward, we follow standard versioning conventions to classify updates:
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We have officially published our [Versioning Policy](https://mcp-toolbox.dev/reference/versioning/). Moving forward, we follow standard versioning conventions to classify updates:
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## Getting Started
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First make sure MCP Toolbox Server is set up and is running (either locally or deployed on Cloud Run). Follow the instructions here: [**MCP Toolbox Getting Started
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