diff --git a/README.md b/README.md
index d10587d..186bf3d 100644
--- a/README.md
+++ b/README.md
@@ -1,3 +1,9 @@
+<!-- WEHUB_ZH_README -->
+> [!NOTE]
+> 本文档由 WeHub 基于上游 README 翻译整理，属于社区翻译，非官方中文文档。  
+> [English](./README.en.md) · [原始项目](https://github.com/googleapis/mcp-toolbox) · [上游 README](https://github.com/googleapis/mcp-toolbox/blob/HEAD/README.md)  
+> 原作者、版权与许可证归属以原始项目及本仓库 LICENSE 文件为准。
+
 <div align="center">
 
 ![logo](./logo.png)
@@ -19,63 +25,63 @@
 [![Java SDK](https://img.shields.io/maven-central/v/com.google.cloud.mcp/mcp-toolbox-sdk-java?logo=apache-maven&logoColor=white&label=Java%20SDK)](https://mvnrepository.com/artifact/com.google.cloud.mcp/mcp-toolbox-sdk-java)
 </div>
 
-MCP Toolbox for Databases is an open source Model Context Protocol (MCP) server that connects your AI agents, IDEs, and applications directly to your enterprise databases. 
+MCP Toolbox for Databases 是一款开源的 Model Context Protocol（MCP）服务器，可将你的 AI 智能体、IDE 和应用程序直接连接至企业数据库。
 
 <p align="center">
 <img src="docs/en/documentation/introduction/architecture.png" alt="architecture" width="50%"/>
 </p>
 
-It serves a **dual purpose**:
-1. **Ready-to-use MCP Server (Build-Time):** Instantly connect Gemini CLI, Google Antigravity, Claude Code, Codex, or other MCP clients to your databases using our *prebuilt generic tools*. Talk to your data, explore schemas, and generate code without writing boilerplate.
-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.
+它具有**双重用途**：
+1. **开箱即用的 MCP 服务器（构建时，Build-Time）：** 使用我们*预构建的通用工具*，即可让 Gemini CLI、Google Antigravity、Claude Code、Codex 或其他 MCP 客户端即时连接你的数据库。无需编写样板代码，即可与数据对话、探索 schema 并生成代码。
+2. **自定义工具框架（运行时，Run-Time）：** 一套稳健的框架，用于为生产环境中的智能体构建专用、高安全性的 AI 工具。可安全、便捷地定义结构化查询、语义搜索和 NL2SQL 能力。
 
 
-This README provides a brief overview. For comprehensive details, see the [full documentation](https://mcp-toolbox.dev/).
+本 README 提供简要概览。如需全面了解，请参阅[完整文档](https://mcp-toolbox.dev/).
 
 > [!IMPORTANT]  
-> **Repository Name Update:** The `genai-toolbox` repository has been officially renamed to `mcp-toolbox`. To ensure your local environment reflects the new name, you may update your remote:
+> **仓库名称更新：** `genai-toolbox` 仓库已正式更名为 `mcp-toolbox`。为确保本地环境反映新名称，你可以更新远程地址：
 > `git remote set-url origin https://github.com/googleapis/mcp-toolbox.git`
 
 > [!NOTE]
-> 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.
+> 该解决方案最初名为「Gen AI Toolbox for Databases」（github.com/googleapis/genai-toolbox），因其最初开发早于 MCP，后已更名以与 MCP 兼容对齐。
 
 <!-- TOC ignore:true -->
-## Table of Contents
+## 目录
 
-- [Why MCP Toolbox?](#why-mcp-toolbox)
-- [Quick Start: Prebuilt Tools](#quick-start-prebuilt-tools)
-- [Quick Start: Custom Tools](#quick-start-custom-tools)
-- [Install & Run the Toolbox server](#install--run-the-toolbox-server)
-- [Connect to Toolbox](#connect-to-toolbox)
-  - [MCP Client](#mcp-client)
-  - [Toolbox SDKs: Integrate with your Application](#toolbox-sdks-integrate-with-your-application)
-- [Additional Features](#additional-features)
-- [Versioning](#versioning)
-- [Contributing](#contributing)
-- [Community](#community)
+- [为何选择 MCP Toolbox？](#why-mcp-toolbox)
+- [快速入门：预构建工具](#quick-start-prebuilt-tools)
+- [快速入门：自定义工具](#quick-start-custom-tools)
+- [安装并运行 Toolbox 服务器](#install--run-the-toolbox-server)
+- [连接到 Toolbox](#connect-to-toolbox)
+  - [MCP 客户端](#mcp-client)
+  - [Toolbox SDK：与你的应用程序集成](#toolbox-sdks-integrate-with-your-application)
+- [其他功能](#additional-features)
+- [版本管理](#versioning)
+- [贡献](#contributing)
+- [社区](#community)
 
 ---
 
-## Why MCP Toolbox?
+## 为何选择 MCP Toolbox？
 
-- **Out-of-the-Box Database Access:** Prebuilt generic tools for instant data exploration (e.g., `list_tables`, `execute_sql`) directly from your IDE or CLI.
-- **Custom Tools Framework:** Build production-ready tools with your own predefined logic, ensuring safety through Restricted Access, Structured Queries, and Semantic Search.
-- **Simplified Development:** Integrate tools into your Agent Development Kit (ADK), LangChain, LlamaIndex, or custom agents in less than 10 lines of code.
-- **Better Performance:** Handles connection pooling, integrated auth (IAM), and end-to-end observability (OpenTelemetry) out of the box.
-- **Enhanced Security**: Integrated authentication for more secure access to your data.
-- **End-to-end Observability**: Out of the box metrics and tracing with built-in support for OpenTelemetry.
+- **开箱即用的数据库访问：** 预构建的通用工具，可让你直接从 IDE 或 CLI 即时探索数据（例如 `list_tables`、`execute_sql`）。
+- **自定义工具框架：** 使用你预定义的逻辑构建可用于生产环境的工具，并通过受限访问（Restricted Access）、结构化查询（Structured Queries）和语义搜索（Semantic Search）确保安全。
+- **简化开发：** 用不到 10 行代码即可将工具集成到 Agent Development Kit（ADK）、LangChain、LlamaIndex 或自定义智能体中。
+- **更佳性能：** 开箱即用支持连接池、集成身份验证（IAM）和端到端可观测性（OpenTelemetry）。
+- **增强安全性**：集成身份验证，更安全地访问你的数据。
+- **端到端可观测性**：开箱即用的指标与追踪，内置 OpenTelemetry 支持。
 
 ---
 
-## Quick Start: Prebuilt Tools
+## 快速入门：预构建工具
 
-Stop context-switching and let your AI assistant become a true co-developer. By connecting your IDE to your databases with MCP Toolbox, you can query your data in plain English, automate schema discovery and management, and generate database-aware code.
+告别频繁切换上下文，让你的 AI 助手成为真正的协作开发者。通过 MCP Toolbox 将 IDE 连接到数据库，你可以用自然语言查询数据、自动化 schema 发现与管理，并生成具备数据库感知能力的代码。
 
-You can use the Toolbox in any MCP-compatible IDE or client (e.g., Gemini CLI, Google Antigravity, Claude Code, Codex, etc.) by configuring the MCP server.
+你可以在任何兼容 MCP 的 IDE 或客户端（例如 Gemini CLI、Google Antigravity、Claude Code、Codex 等）中，通过配置 MCP 服务器来使用 Toolbox。
 
-**Prebuilt tools are also conveniently available via the [Google Antigravity MCP Store](https://antigravity.google/docs/mcp) with a simple click-to-install experience.**
+**预构建工具也可通过 [Google Antigravity MCP Store](https://antigravity.google/docs/mcp) 一键安装，使用更便捷。**
 
-1. Add the following to your client's MCP configuration file (usually `mcp.json` or `claude_desktop_config.json`):
+1. 将以下内容添加到你的客户端 MCP 配置文件（通常为 `mcp.json` 或 `claude_desktop_config.json`）：
 
     ```json
     {
@@ -93,40 +99,38 @@ You can use the Toolbox in any MCP-compatible IDE or client (e.g., Gemini CLI, G
     }
     ```
 
-2. Set the appropriate environment variables to connect, see the [Prebuilt Tools Reference](https://mcp-toolbox.dev/documentation/configuration/prebuilt-configs/).
+2. 设置相应的环境变量以完成连接，请参阅[预构建工具参考](https://mcp-toolbox.dev/documentation/configuration/prebuilt-configs/).
 
-When you run Toolbox with a `--prebuilt=<database>` flag, you instantly get access to standard tools to interact with that database. You can also specify a specific toolset using the `--prebuilt=<database>/<toolset>` syntax (e.g., `--prebuilt=postgres/data` to only load SQL tools). 
+当你使用 `--prebuilt=<database>` 标志运行 Toolbox 时，即可即时获得与该数据库交互的标准工具。你也可以使用 `--prebuilt=<database>/<toolset>` 语法指定特定工具集（例如 `--prebuilt=postgres/data` 仅加载 SQL 工具）。
 
-Supported databases currently include:
-- **Google Cloud:** AlloyDB, BigQuery, Cloud SQL (PostgreSQL, MySQL, SQL Server), Spanner, Firestore, Knowledge Catalog (formerly known as Dataplex).
-- **Other Databases:** PostgreSQL, MySQL, [MariaDB](https://mcp-toolbox.dev/integrations/mariadb/source/), SQL Server, Oracle, MongoDB, Redis, Elasticsearch, CockroachDB, ClickHouse, Couchbase, Neo4j, Snowflake, Trino, and more.
+当前支持的数据库包括：
+- **Google Cloud：** AlloyDB、BigQuery、Cloud SQL（PostgreSQL、MySQL、SQL Server）、Spanner、Firestore、Knowledge Catalog（原 Dataplex）。
+- **其他数据库：** PostgreSQL、MySQL、[MariaDB](https://mcp-toolbox.dev/integrations/mariadb/source/), SQL Server、Oracle、MongoDB、Redis、Elasticsearch、CockroachDB、ClickHouse、Couchbase、Neo4j、Snowflake、Trino 等。
 
-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/).
+有关所有受支持数据库的可用工具及其能力的完整列表，请参阅[预构建工具参考](https://mcp-toolbox.dev/documentation/configuration/prebuilt-configs/).
 
-*See the [Install & Run the Toolbox server](#install--run-the-toolbox-server) section for different execution methods like Docker or binaries.*
+*有关 Docker 或二进制文件等不同运行方式，请参见[安装并运行 Toolbox 服务器](#install--run-the-toolbox-server)一节。*
 
 
 > [!TIP]
-> For users looking for a managed solution, [Google Cloud MCP Servers](https://cloud.google.com/blog/products/databases/managed-mcp-servers-for-google-cloud-databases) 
-> provide a managed MCP experience with prebuilt tools; you can [learn more about the differences here](https://mcp-toolbox.dev/dev/reference/faq/).
+> 如需托管方案，[Google Cloud MCP Servers](https://cloud.google.com/blog/products/databases/managed-mcp-servers-for-google-cloud-databases) 
+> 提供带有预构建工具的托管 MCP 体验；你可以[在此了解两者差异](https://mcp-toolbox.dev/dev/reference/faq/).
 
 ---
 
-## Quick Start: Custom Tools
+## 快速入门：自定义工具
 
-Toolbox can also be used as a framework for customized tools.
-The primary way to configure Toolbox is through the `tools.yaml` file. If you
-have multiple files, you can tell Toolbox which to load with the `--config
-tools.yaml` flag.
+Toolbox 也可用作定制化工具的框架。
+配置 Toolbox 的主要方式是通过 `tools.yaml` 文件。如果你有多个文件，可以使用 `--config
+tools.yaml` 标志指定 Toolbox 加载哪一个。
 
-You can find more detailed reference documentation to all resource types in the
+你可以在
 [Resources](https://mcp-toolbox.dev/documentation/configuration/).
+中找到所有资源类型的更详细参考文档。
 
 ### Sources
 
-The `sources` section of your `tools.yaml` defines what data sources your
-Toolbox should have access to. Most tools will have at least one source to
-execute against.
+`tools.yaml` 中的 `sources` 部分定义了 Toolbox 应能访问哪些数据源。大多数工具至少需要一个可执行的数据源。
 
 ```yaml
 kind: source
@@ -139,13 +143,12 @@ user: toolbox_user
 password: my-password
 ```
 
-For more details on configuring different types of sources, see the
+有关配置不同类型数据源的更多详情，请参阅
 [Sources](https://mcp-toolbox.dev/documentation/configuration/sources/).
 
 ### Tools
 
-The `tools` section of a `tools.yaml` define the actions an agent can take: what
-type of tool it is, which source(s) it affects, what parameters it uses, etc.
+`tools.yaml` 中的 `tools` 部分定义了智能体可执行的操作：工具类型、影响的数据源、使用的参数等。
 
 ```yaml
 kind: tool
@@ -160,14 +163,13 @@ parameters:
 statement: SELECT * FROM hotels WHERE name ILIKE '%' || $1 || '%';
 ```
 
-For more details on configuring different types of tools, see the
+有关如何配置不同类型工具的更多详情，请参阅
 [Tools](https://mcp-toolbox.dev/documentation/configuration/tools/).
 
 ### Toolsets
 
-The `toolsets` section of your `tools.yaml` allows you to define groups of tools
-that you want to be able to load together. This can be useful for defining
-different groups based on agent or application.
+你的 `tools.yaml` 中的 `toolsets` 部分允许你定义希望一起加载的工具组。
+这对于按智能体（agent）或应用定义不同分组会很有用。
 
 ```yaml
 kind: toolset
@@ -185,8 +187,8 @@ tools:
 
 ### Prompts
 
-The `prompts` section of a `tools.yaml` defines prompts that can be used for
-interactions with LLMs.
+`tools.yaml` 中的 `prompts` 部分定义了可用于
+与 LLM 交互的提示词（prompts）。
 
 ```yaml
 kind: prompt
@@ -201,43 +203,43 @@ arguments:
     description: "The code to review"
 ```
 
-For more details on configuring prompts, see the
+有关如何配置提示词的更多详情，请参阅
 [Prompts](https://mcp-toolbox.dev/documentation/configuration/prompts/).
 
 ---
 
-## Install & Run the Toolbox server
+## 安装并运行 Toolbox 服务器
 
-You can run Toolbox directly with a [configuration file](#quick-start-custom-tools):
+你可以使用[配置文件](#quick-start-custom-tools)直接运行 Toolbox：
 
 ```sh
 npx @toolbox-sdk/server --config tools.yaml
 ```
 
-This runs the latest version of the Toolbox server with your configuration file.
+这会使用你的配置文件运行最新版本的 Toolbox 服务器。
 
 > [!NOTE]
-> This method is optimized for convenience rather than performance. 
-> For a more standard and reliable installation, please use the binary
-> or container image as described in [Install & Run the Toolbox server](#install--run-the-toolbox-server).
+> 此方法优先考虑便利性，而非性能。
+> 如需更标准、更可靠的安装方式，请使用二进制文件
+> 或容器镜像，详见[安装并运行 Toolbox 服务器](#install--run-the-toolbox-server)。
 
-### Install Toolbox
+### 安装 Toolbox
 
-For the latest version, check the [releases page][releases] and use the
-following instructions for your OS and CPU architecture.
+要获取最新版本，请查看 [releases 页面][releases]，并按照
+适用于你的操作系统和 CPU 架构的以下说明操作。
 
 [releases]: https://github.com/googleapis/mcp-toolbox/releases
 
 <details open>
 <summary>Binary</summary>
 
-To install Toolbox as a binary:
+将 Toolbox 安装为二进制文件：
 
 <!-- {x-release-please-start-version} -->
 > <details>
 > <summary>Linux (AMD64)</summary>
 >
-> To install Toolbox as a binary on Linux (AMD64):
+> 在 Linux (AMD64) 上将 Toolbox 安装为二进制文件：
 >
 > ```sh
 > # see releases page for other versions
@@ -250,7 +252,7 @@ To install Toolbox as a binary:
 > <details>
 > <summary>macOS (Apple Silicon)</summary>
 >
-> To install Toolbox as a binary on macOS (Apple Silicon):
+> 在 macOS (Apple Silicon) 上将 Toolbox 安装为二进制文件：
 >
 > ```sh
 > # see releases page for other versions
@@ -263,7 +265,7 @@ To install Toolbox as a binary:
 > <details>
 > <summary>macOS (Intel)</summary>
 >
-> To install Toolbox as a binary on macOS (Intel):
+> 在 macOS (Intel) 上将 Toolbox 安装为二进制文件：
 >
 > ```sh
 > # see releases page for other versions
@@ -276,7 +278,7 @@ To install Toolbox as a binary:
 > <details>
 > <summary>Windows (Command Prompt)</summary>
 >
-> To install Toolbox as a binary on Windows (Command Prompt):
+> 在 Windows (Command Prompt) 上将 Toolbox 安装为二进制文件：
 >
 > ```cmd
 > :: see releases page for other versions
@@ -288,7 +290,7 @@ To install Toolbox as a binary:
 > <details>
 > <summary>Windows (PowerShell)</summary>
 >
-> To install Toolbox as a binary on Windows (PowerShell):
+> 在 Windows (PowerShell) 上将 Toolbox 安装为二进制文件：
 >
 > ```powershell
 > # see releases page for other versions
@@ -300,7 +302,7 @@ To install Toolbox as a binary:
 > <details>
 > <summary>Windows ARM64 (Command Prompt)</summary>
 >
-> To install Toolbox as a binary on Windows ARM64 (Command Prompt):
+> 在 Windows ARM64 (Command Prompt) 上将 Toolbox 安装为二进制文件：
 >
 > ```cmd
 > :: see releases page for other versions
@@ -312,7 +314,7 @@ To install Toolbox as a binary:
 > <details>
 > <summary>Windows ARM64 (PowerShell)</summary>
 >
-> To install Toolbox as a binary on Windows ARM64 (PowerShell):
+> 在 Windows ARM64 (PowerShell) 上将 Toolbox 安装为二进制文件：
 >
 > ```powershell
 > # see releases page for other versions
@@ -325,7 +327,7 @@ To install Toolbox as a binary:
 
 <details>
 <summary>Container image</summary>
-You can also install Toolbox as a container:
+你也可以将 Toolbox 安装为容器：
 
 ```sh
 # see releases page for other versions
@@ -338,7 +340,7 @@ docker pull us-central1-docker.pkg.dev/database-toolbox/toolbox/toolbox:$VERSION
 <details>
 <summary>Homebrew</summary>
 
-To install Toolbox using Homebrew on macOS or Linux:
+在 macOS 或 Linux 上使用 Homebrew 安装 Toolbox：
 
 ```sh
 brew install mcp-toolbox
@@ -349,8 +351,8 @@ brew install mcp-toolbox
 <details>
 <summary>Compile from source</summary>
 
-To install from source, ensure you have the latest version of
-[Go installed](https://go.dev/doc/install), and then run the following command:
+要从源码安装，请确保已安装最新版本的
+[Go](https://go.dev/doc/install),，然后运行以下命令：
 
 ```sh
 go install github.com/googleapis/mcp-toolbox@v1.6.0
@@ -360,7 +362,7 @@ go install github.com/googleapis/mcp-toolbox@v1.6.0
 </details>
 <details>
 <summary>Gemini CLI</summary>
-Check out the [Gemini CLI extensions](https://geminicli.com/extensions/) to install prebuilt tools for specific databases like AlloyDB, BigQuery, and Cloud SQL directly into Gemini CLI.
+查看 [Gemini CLI extensions](https://geminicli.com/extensions/)，可将针对 AlloyDB、BigQuery 和 Cloud SQL 等特定数据库的预构建工具直接安装到 Gemini CLI 中。
 
 ```sh
 # Install Gemini CLI
@@ -371,7 +373,7 @@ gemini extensions install https://github.com/gemini-cli-extensions/cloud-sql-pos
 gemini
 ```
 
-Interact with your custom tools using natural language through the Gemini CLI.
+通过 Gemini CLI 使用自然语言与你的自定义工具交互。
 
 ```sh
 # Install the extension
@@ -380,23 +382,23 @@ gemini extensions install https://github.com/gemini-cli-extensions/mcp-toolbox
 </details>
 
 
-### Run Toolbox
+### 运行 Toolbox
 
-[Configure](#quick-start-custom-tools) a `tools.yaml` to define your tools, and then
-execute `toolbox` to start the server:
+[配置](#quick-start-custom-tools)一个 `tools.yaml` 来定义你的工具，然后
+执行 `toolbox` 以启动服务器：
 
 <details open>
 <summary>Binary</summary>
 
-To run Toolbox from binary:
+从二进制文件运行 Toolbox：
 
 ```sh
 ./toolbox --config "tools.yaml"
 ```
 
 > ⓘ Note  
-> Toolbox enables dynamic reloading by default. To disable, use the
-> `--disable-reload` flag.
+> Toolbox 默认启用动态重载。要禁用此功能，请使用
+> `--disable-reload` 标志。
 
 </details>
 
@@ -404,7 +406,7 @@ To run Toolbox from binary:
 
 <summary>Container image</summary>
 
-To run the server after pulling the [container image](#install-toolbox):
+拉取[容器镜像](#install-toolbox)后运行服务器：
 
 ```sh
 export VERSION=0.24.0 # Use the version you pulled
@@ -415,8 +417,8 @@ us-central1-docker.pkg.dev/database-toolbox/toolbox/toolbox:$VERSION \
 ```
 
 > ⓘ Note  
-> The `-v` flag mounts your local `tools.yaml` into the container, and `-p` maps
-> the container's port `5000` to your host's port `5000`.
+> `-v` 标志会将你本地的 `tools.yaml` 挂载到容器中，`-p` 会将
+> 容器的端口 `5000` 映射到主机的端口 `5000`。
 
 </details>
 
@@ -424,18 +426,18 @@ us-central1-docker.pkg.dev/database-toolbox/toolbox/toolbox:$VERSION \
 
 <summary>Source</summary>
 
-To run the server directly from source, navigate to the project root directory
-and run:
+要直接从源码运行服务器，请进入项目根目录
+并运行：
 
 ```sh
 go run .
 ```
 
 > ⓘ Note  
-> This command runs the project from source, and is more suitable for development
-> and testing. It does **not** compile a binary into your `$GOPATH`. If you want
-> to compile a binary instead, refer the [Developer
-> Documentation](./DEVELOPER.md#building-the-binary).
+> 此命令从源码运行项目，更适合开发与
+> 测试。它**不会**将二进制文件编译到你的 `$GOPATH` 中。如果你希望
+> 改为编译二进制文件，请参阅[开发者
+> 文档](./DEVELOPER.md#building-the-binary)。
 
 </details>
 
@@ -443,9 +445,9 @@ go run .
 
 <summary>Homebrew</summary>
 
-If you installed Toolbox using [Homebrew](https://brew.sh/), the `toolbox`
-binary is available in your system path. You can start the server with the same
-command:
+如果你使用 [Homebrew](https://brew.sh/), 安装了 Toolbox，`toolbox`
+二进制文件已在系统路径中可用。你可以使用相同的
+命令启动服务器：
 
 ```sh
 toolbox --config "tools.yaml"
@@ -456,7 +458,7 @@ toolbox --config "tools.yaml"
 <details>
 <summary>NPM</summary>
 
-To run Toolbox directly without manually downloading the binary (requires Node.js):
+无需手动下载二进制文件即可直接运行 Toolbox（需要 Node.js）：
 ```sh
 npx @toolbox-sdk/server --config tools.yaml
 ```
@@ -464,7 +466,7 @@ npx @toolbox-sdk/server --config tools.yaml
 </details>
 <details>
 <summary>Gemini CLI</summary>
-After installing a [Gemini CLI extensions](https://geminicli.com/extensions/), the prebuilt tools will be available during use.
+安装 [Gemini CLI extensions](https://geminicli.com/extensions/), 后，预构建工具将在使用时可用。
 
 ```sh
 # Run Gemini CLI
@@ -479,23 +481,21 @@ gemini
 </details>
 
 
-You can use `toolbox help` for a full list of flags! To stop the server, send a
-terminate signal (`ctrl+c` on most platforms).
+你可以使用 `toolbox help` 查看完整的标志列表！要停止服务器，请发送
+终止信号（在大多数平台上为 `ctrl+c`）。
 
-For more detailed documentation on deploying to different environments, check
-out the resources in the [Deploy Toolbox
-section](https://mcp-toolbox.dev/documentation/deploy-to/)
+如需了解在不同环境中部署的更多详细文档，请查阅 [Deploy Toolbox
+章节](https://mcp-toolbox.dev/documentation/deploy-to/) 中的资源。
 
 ---
 
-## Connect to Toolbox
+## 连接到 Toolbox
 
-Once your Toolbox server is up and running, you can load tools into your MCP-compatible client or
-application. 
+Toolbox 服务器启动并运行后，你可以将工具加载到兼容 MCP（Model Context Protocol）的客户端或应用中。
 
-### MCP Client
+### MCP 客户端
 
-Add the following configuration to your MCP client configuration:
+将以下配置添加到你的 MCP 客户端配置中：
 
 ```json
 {
@@ -508,12 +508,12 @@ Add the following configuration to your MCP client configuration:
 }
 ```
 
-If you would like to connect to a specific toolset, replace url with "http://127.0.0.1:5000/mcp/{toolset_name}".
+如需连接到特定 toolset，请将 url 替换为 "http://127.0.0.1:5000/mcp/{toolset_name}"。
 
 
-### Toolbox SDKs: Integrate with your Application
+### Toolbox SDK：与应用集成
 
-Toolbox Client SDKs provide the easy-to-use building blocks and advanced features for connecting your custom applications to the MCP Toolbox server. See below the list of Client SDKs for using various frameworks:
+Toolbox 客户端 SDK 提供了易于使用的构建模块和高级功能，用于将自定义应用连接到 MCP Toolbox 服务器。以下是适用于各种框架的客户端 SDK 列表：
 
 <details open>
   <summary>Python (<a href="https://github.com/googleapis/mcp-toolbox-sdk-python">Github</a>)</summary>
@@ -523,13 +523,13 @@ Toolbox Client SDKs provide the easy-to-use building blocks and advanced feature
   <details open>
     <summary>Core</summary>
 
-1. Install [Toolbox Core SDK][toolbox-core]:
+1. 安装 [Toolbox Core SDK][toolbox-core]：
 
     ```bash
     pip install toolbox-core
     ```
 
-1. Load tools:
+1. 加载工具：
 
     ```python
     from toolbox_core import ToolboxClient
@@ -541,8 +541,8 @@ Toolbox Client SDKs provide the easy-to-use building blocks and advanced feature
         tools = await client.load_toolset("toolset_name")
     ```
 
-For more detailed instructions on using the Toolbox Core SDK, see the
-[project's README][toolbox-core-readme].
+有关 Toolbox Core SDK 的更多详细使用说明，请参阅
+[项目 README][toolbox-core-readme]。
 
 [toolbox-core]: https://pypi.org/project/toolbox-core/
 [toolbox-core-readme]: https://github.com/googleapis/mcp-toolbox-sdk-python/tree/main/packages/toolbox-core/README.md
@@ -551,13 +551,13 @@ For more detailed instructions on using the Toolbox Core SDK, see the
   <details>
     <summary>LangChain / LangGraph</summary>
 
-1. Install [Toolbox LangChain SDK][toolbox-langchain]:
+1. 安装 [Toolbox LangChain SDK][toolbox-langchain]：
 
     ```bash
     pip install toolbox-langchain
     ```
 
-1. Load tools:
+1. 加载工具：
 
     ```python
     from toolbox_langchain import ToolboxClient
@@ -569,8 +569,8 @@ For more detailed instructions on using the Toolbox Core SDK, see the
         tools = client.load_toolset()
     ```
 
-    For more detailed instructions on using the Toolbox LangChain SDK, see the
-    [project's README][toolbox-langchain-readme].
+    有关 Toolbox LangChain SDK 的更多详细使用说明，请参阅
+    [项目 README][toolbox-langchain-readme]。
 
     [toolbox-langchain]: https://pypi.org/project/toolbox-langchain/
     [toolbox-langchain-readme]: https://github.com/googleapis/mcp-toolbox-sdk-python/blob/main/packages/toolbox-langchain/README.md
@@ -579,13 +579,13 @@ For more detailed instructions on using the Toolbox Core SDK, see the
   <details>
     <summary>LlamaIndex</summary>
 
-1. Install [Toolbox Llamaindex SDK][toolbox-llamaindex]:
+1. 安装 [Toolbox Llamaindex SDK][toolbox-llamaindex]：
 
     ```bash
     pip install toolbox-llamaindex
     ```
 
-1. Load tools:
+1. 加载工具：
 
     ```python
     from toolbox_llamaindex import ToolboxClient
@@ -597,8 +597,8 @@ For more detailed instructions on using the Toolbox Core SDK, see the
         tools = client.load_toolset()
     ```
 
-    For more detailed instructions on using the Toolbox Llamaindex SDK, see the
-    [project's README][toolbox-llamaindex-readme].
+    有关 Toolbox Llamaindex SDK 的更多详细使用说明，请参阅
+    [项目 README][toolbox-llamaindex-readme]。
 
     [toolbox-llamaindex]: https://pypi.org/project/toolbox-llamaindex/
     [toolbox-llamaindex-readme]: https://github.com/googleapis/genai-toolbox-llamaindex-python/blob/main/README.md
@@ -614,13 +614,13 @@ For more detailed instructions on using the Toolbox Core SDK, see the
   <details open>
     <summary>Core</summary>
 
-1. Install [Toolbox Core SDK][toolbox-core-js]:
+1. 安装 [Toolbox Core SDK][toolbox-core-js]：
 
     ```bash
     npm install @toolbox-sdk/core
     ```
 
-1. Load tools:
+1. 加载工具：
 
     ```javascript
     import { ToolboxClient } from '@toolbox-sdk/core';
@@ -633,8 +633,8 @@ For more detailed instructions on using the Toolbox Core SDK, see the
     const tools = await client.loadToolset('toolsetName');
     ```
 
-    For more detailed instructions on using the Toolbox Core SDK, see the
-    [project's README][toolbox-core-js-readme].
+    有关 Toolbox Core SDK 的更多详细使用说明，请参阅
+    [项目 README][toolbox-core-js-readme]。
 
     [toolbox-core-js]: https://www.npmjs.com/package/@toolbox-sdk/core
     [toolbox-core-js-readme]: https://github.com/googleapis/mcp-toolbox-sdk-js/blob/main/packages/toolbox-core/README.md
@@ -643,13 +643,13 @@ For more detailed instructions on using the Toolbox Core SDK, see the
   <details>
     <summary>LangChain / LangGraph</summary>
 
-1. Install [Toolbox Core SDK][toolbox-core-js]:
+1. 安装 [Toolbox Core SDK][toolbox-core-js]：
 
     ```bash
     npm install @toolbox-sdk/core
     ```
 
-2. Load tools:
+2. 加载工具：
 
     ```javascript
     import { ToolboxClient } from '@toolbox-sdk/core';
@@ -676,13 +676,13 @@ For more detailed instructions on using the Toolbox Core SDK, see the
   <details>
     <summary>Genkit</summary>
 
-1. Install [Toolbox Core SDK][toolbox-core-js]:
+1. 安装 [Toolbox Core SDK][toolbox-core-js]：
 
     ```bash
     npm install @toolbox-sdk/core
     ```
 
-2. Load tools:
+2. 加载工具：
 
     ```javascript
     import { ToolboxClient } from '@toolbox-sdk/core';
@@ -720,13 +720,13 @@ For more detailed instructions on using the Toolbox Core SDK, see the
   <details>
     <summary>ADK</summary>
 
-1. Install [Toolbox ADK SDK][toolbox-adk-js]:
+1. 安装 [Toolbox ADK SDK][toolbox-adk-js]：
 
     ```bash
     npm install @toolbox-sdk/adk
     ```
 
-2. Load tools:
+2. 加载工具：
 
     ```javascript
     import { ToolboxClient } from '@toolbox-sdk/adk';
@@ -739,8 +739,8 @@ For more detailed instructions on using the Toolbox Core SDK, see the
     const tools = await client.loadToolset('toolsetName');
     ```
 
-    For more detailed instructions on using the Toolbox ADK SDK, see the
-    [project's README][toolbox-adk-js-readme].
+    有关 Toolbox ADK SDK 的更多详细使用说明，请参阅
+    [项目 README][toolbox-adk-js-readme]。
 
     [toolbox-adk-js]: https://www.npmjs.com/package/@toolbox-sdk/adk
     [toolbox-adk-js-readme]:
@@ -757,13 +757,13 @@ For more detailed instructions on using the Toolbox Core SDK, see the
   <details>
     <summary>Core</summary>
 
-1. Install [Toolbox Go SDK][toolbox-go]:
+1. 安装 [Toolbox Go SDK][toolbox-go]：
 
     ```bash
     go get github.com/googleapis/mcp-toolbox-sdk-go
     ```
 
-2. Load tools:
+2. 加载工具：
 
     ```go
     package main
@@ -786,8 +786,8 @@ For more detailed instructions on using the Toolbox Core SDK, see the
     }
     ```
 
-    For more detailed instructions on using the Toolbox Go SDK, see the
-    [project's README][toolbox-core-go-readme].
+有关 Toolbox Go SDK 更详细的使用说明，请参阅
+    [项目的 README][toolbox-core-go-readme]。
 
     [toolbox-go]: https://pkg.go.dev/github.com/googleapis/mcp-toolbox-sdk-go/core
     [toolbox-core-go-readme]: https://github.com/googleapis/mcp-toolbox-sdk-go/blob/main/core/README.md
@@ -796,13 +796,13 @@ For more detailed instructions on using the Toolbox Core SDK, see the
   <details>
     <summary>LangChain Go</summary>
 
-1. Install [Toolbox Go SDK][toolbox-go]:
+1. 安装 [Toolbox Go SDK][toolbox-go]：
 
     ```bash
     go get github.com/googleapis/mcp-toolbox-sdk-go
     ```
 
-2. Load tools:
+2. 加载工具：
 
     ```go
     package main
@@ -849,13 +849,13 @@ For more detailed instructions on using the Toolbox Core SDK, see the
   <details>
     <summary>Genkit</summary>
 
-1. Install [Toolbox Go SDK][toolbox-go]:
+1. 安装 [Toolbox Go SDK][toolbox-go]：
 
     ```bash
     go get github.com/googleapis/mcp-toolbox-sdk-go
     ```
 
-2. Load tools:
+2. 加载工具：
 
     ```go
     package main
@@ -894,13 +894,13 @@ For more detailed instructions on using the Toolbox Core SDK, see the
   <details>
     <summary>Go GenAI</summary>
 
-1. Install [Toolbox Go SDK][toolbox-go]:
+1. 安装 [Toolbox Go SDK][toolbox-go]：
 
     ```bash
     go get github.com/googleapis/mcp-toolbox-sdk-go
     ```
 
-2. Load tools:
+2. 加载工具：
 
     ```go
     package main
@@ -947,13 +947,13 @@ For more detailed instructions on using the Toolbox Core SDK, see the
   <details>
     <summary>OpenAI Go</summary>
 
-1. Install [Toolbox Go SDK][toolbox-go]:
+1. 安装 [Toolbox Go SDK][toolbox-go]：
 
     ```bash
     go get github.com/googleapis/mcp-toolbox-sdk-go
     ```
 
-2. Load tools:
+2. 加载工具：
 
     ```go
     package main
@@ -999,13 +999,13 @@ For more detailed instructions on using the Toolbox Core SDK, see the
   <details open>
     <summary>ADK Go</summary>
 
-1. Install [Toolbox Go SDK][toolbox-go]:
+1. 安装 [Toolbox Go SDK][toolbox-go]：
 
     ```bash
     go get github.com/googleapis/mcp-toolbox-sdk-go
     ```
 
-1. Load tools:
+1. 加载工具：
 
     ```go
     package main
@@ -1033,8 +1033,8 @@ For more detailed instructions on using the Toolbox Core SDK, see the
     }
     ```
 
-    For more detailed instructions on using the Toolbox Go SDK, see the
-    [project's README][toolbox-core-go-readme].
+    有关 Toolbox Go SDK 更详细的使用说明，请参阅
+    [项目的 README][toolbox-core-go-readme]。
 
 
   </details>
@@ -1044,27 +1044,27 @@ For more detailed instructions on using the Toolbox Core SDK, see the
 
 ---
 
-## Additional Features
+## 其他功能
 
-### Test tools with the Toolbox UI
+### 使用 Toolbox UI 测试工具
 
-To launch Toolbox's interactive UI, use the `--ui` flag. This allows you to test
-tools and toolsets with features such as authorized parameters. To learn more,
-visit [Toolbox UI](https://mcp-toolbox.dev/documentation/configuration/toolbox-ui/).
+要启动 Toolbox 的交互式 UI，请使用 `--ui` 标志。这使你能够测试
+工具与 toolset，并支持授权参数等功能。要了解更多信息，
+请访问 [Toolbox UI](https://mcp-toolbox.dev/documentation/configuration/toolbox-ui/).
 
 ```sh
 ./toolbox --ui
 ```
 
-### Telemetry
+### 遥测（Telemetry）
 
-Toolbox emits traces and metrics via OpenTelemetry. Use `--telemetry-otlp=<endpoint>` 
-to export to any OTLP-compatible backend like Google Cloud Monitoring, Agnost AI, or 
-others. See the [telemetry docs](https://mcp-toolbox.dev/documentation/monitoring/export_telemetry/) for details.
+Toolbox 通过 OpenTelemetry 发出追踪（trace）和指标（metric）。使用 `--telemetry-otlp=<endpoint>`
+可导出到任何兼容 OTLP 的后端，例如 Google Cloud Monitoring、Agnost AI 或
+其他服务。详情请参阅[遥测文档](https://mcp-toolbox.dev/documentation/monitoring/export_telemetry/)。
 
-### Generate Agent Skills
+### 生成 Agent Skill
 
-The `skills-generate` command allows you to convert a **toolset** into an **Agent Skill** compatible with the [Agent Skill specification](https://agentskills.io/specification). This is useful for distributing tools as portable skill packages.
+`skills-generate` 命令允许你将 **toolset** 转换为符合 [Agent Skill 规范](https://agentskills.io/specification). 的 **Agent Skill**。这对于将工具以可移植的 skill 包形式分发非常有用。
 
 ```bash
 toolbox --config tools.yaml skills-generate \
@@ -1073,40 +1073,40 @@ toolbox --config tools.yaml skills-generate \
   --description "A skill containing multiple tools"
 ```
 
-Once generated, you can install the skill into the Gemini CLI:
+生成后，你可以将该 skill 安装到 Gemini CLI：
 
 ```bash
 gemini skills install ./skills/my-skill
 ```
 
-For more details, see the [Generate Agent Skills guide](https://mcp-toolbox.dev/documentation/configuration/skills/).
+更多详情，请参阅[生成 Agent Skill 指南](https://mcp-toolbox.dev/documentation/configuration/skills/).。
 
 ---
 
-## Versioning
+## 版本控制
 
-MCP Toolbox for Databases follows [Semantic Versioning](https://semver.org/).
+MCP Toolbox for Databases 遵循[语义化版本（Semantic Versioning）](https://semver.org/).。
 
-The Public API includes the Toolbox Server (CLI, configuration manifests, and pre-built toolsets) and the Client SDKs.
+公共 API 包括 Toolbox Server（CLI、配置清单和预构建 toolset）以及 Client SDK。
 
-- **Major versions** are incremented for breaking changes, such as incompatible CLI or manifest changes.
-- **Minor versions** are incremented for new features, including modifications to pre-built toolsets or beta features.
-- **Patch versions** are incremented for backward-compatible bug fixes.
+- **主版本（Major versions）**：当出现破坏性变更时递增，例如不兼容的 CLI 或清单变更。
+- **次版本（Minor versions）**：在新增功能时递增，包括对预构建 toolset 或 beta 功能的修改。
+- **补丁版本（Patch versions）**：在向后兼容的错误修复时递增。
 
-For more details, see our [Full Versioning Policy](https://mcp-toolbox.dev/reference/versioning/).
+更多详情，请参阅我们的[完整版本控制政策](https://mcp-toolbox.dev/reference/versioning/).。
 
 ---
 
-## Contributing
+## 贡献
 
-Contributions are welcome. Please, see the [CONTRIBUTING](CONTRIBUTING.md) guide to get started. 
+欢迎贡献。请参阅 [CONTRIBUTING](CONTRIBUTING.md) 指南以开始参与。
 
-For technical details on setting up a environment for developing on Toolbox itself, see the [DEVELOPER](DEVELOPER.md) guide.
+有关搭建 Toolbox 本身开发环境的技术细节，请参阅 [DEVELOPER](DEVELOPER.md) 指南。
 
-Please note that this project is released with a Contributor Code of Conduct. By participating in this project you agree to abide by its terms. See [Contributor Code of Conduct](CODE_OF_CONDUCT.md) for more information.
+请注意，本项目发布时附带贡献者行为准则（Contributor Code of Conduct）。参与本项目即表示您同意遵守其条款。更多信息请参阅 [贡献者行为准则](CODE_OF_CONDUCT.md)。
 
 ---
 
 ## Community
 
-Join our [Discord community](https://discord.gg/GQrFB3Ec3W) to connect with our developers!
+加入我们的 [Discord 社区](https://discord.gg/GQrFB3Ec3W)，与我们的开发者建立联系！