mirror of
https://github.com/googleapis/genai-toolbox.git
synced 2026-01-10 07:58:12 -05:00
docs: add mysql and mssql prebuilt docs (#1060)
Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
This commit is contained in:
prernakakkar-google
committed by
GitHub
GitHub
parent
3b1cce72e7
commit
9c045253bd
2
.github/release-please.yml
vendored
2
.github/release-please.yml
vendored
@@ -38,6 +38,8 @@ extraFiles: [
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"docs/en/how-to/connect-ide/cloud_sql_mysql_mcp.md",
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"docs/en/how-to/connect-ide/firestore_mcp.md",
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"docs/en/how-to/connect-ide/looker_mcp.md",
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"docs/en/how-to/connect-ide/mysql_mcp.md",
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"docs/en/how-to/connect-ide/mssql_mcp.md",
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"docs/en/how-to/connect-ide/postgres_mcp.md",
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"docs/en/how-to/connect-ide/spanner_mcp.md",
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]
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289
docs/en/how-to/connect-ide/mssql_mcp.md
Normal file
289
docs/en/how-to/connect-ide/mssql_mcp.md
Normal file
@@ -0,0 +1,289 @@
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---
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title: SQL Server using MCP
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type: docs
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weight: 2
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description: "Connect your IDE to SQL Server using Toolbox."
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---
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[Model Context Protocol (MCP)](https://modelcontextprotocol.io/introduction) is an open protocol for connecting Large Language Models (LLMs) to data sources like SQL Server. This guide covers how to use [MCP Toolbox for Databases][toolbox] to expose your developer assistant tools to a SQL Server instance:
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* [Cursor][cursor]
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* [Windsurf][windsurf] (Codium)
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* [Visual Studio Code][vscode] (Copilot)
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* [Cline][cline] (VS Code extension)
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* [Claude desktop][claudedesktop]
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* [Claude code][claudecode]
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* [Gemini CLI][geminicli]
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* [Gemini Code Assist][geminicodeassist]
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[toolbox]: https://github.com/googleapis/genai-toolbox
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[cursor]: #configure-your-mcp-client
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[windsurf]: #configure-your-mcp-client
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[vscode]: #configure-your-mcp-client
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[cline]: #configure-your-mcp-client
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[claudedesktop]: #configure-your-mcp-client
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[claudecode]: #configure-your-mcp-client
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[geminicli]: #configure-your-mcp-client
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[geminicodeassist]: #configure-your-mcp-client
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## Set up the database
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1. [Create or select a SQL Server instance.](https://www.microsoft.com/en-us/sql-server/sql-server-downloads)
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## Install MCP Toolbox
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1. Download the latest version of Toolbox as a binary. Select the [correct binary](https://github.com/googleapis/genai-toolbox/releases) corresponding to your OS and CPU architecture. You are required to use Toolbox version V0.10.0+:
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<!-- {x-release-please-start-version} -->
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{{< tabpane persist=header >}}
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{{< tab header="linux/amd64" lang="bash" >}}
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curl -O https://storage.googleapis.com/genai-toolbox/v0.11.0/linux/amd64/toolbox
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{{< /tab >}}
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{{< tab header="darwin/arm64" lang="bash" >}}
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curl -O https://storage.googleapis.com/genai-toolbox/v0.11.0/darwin/arm64/toolbox
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{{< /tab >}}
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{{< tab header="darwin/amd64" lang="bash" >}}
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curl -O https://storage.googleapis.com/genai-toolbox/v0.11.0/darwin/amd64/toolbox
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{{< /tab >}}
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{{< tab header="windows/amd64" lang="bash" >}}
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curl -O https://storage.googleapis.com/genai-toolbox/v0.11.0/windows/amd64/toolbox.exe
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{{< /tab >}}
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{{< /tabpane >}}
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<!-- {x-release-please-end} -->
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1. Make the binary executable:
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```bash
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chmod +x toolbox
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```
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1. Verify the installation:
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```bash
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./toolbox --version
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```
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## Configure your MCP Client
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{{< tabpane text=true >}}
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{{% tab header="Claude code" lang="en" %}}
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1. Install [Claude Code](https://docs.anthropic.com/en/docs/agents-and-tools/claude-code/overview).
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1. Create a `.mcp.json` file in your project root if it doesn't exist.
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1. Add the following configuration, replace the environment variables with your values, and save:
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```json
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{
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"mcpServers": {
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"sqlserver": {
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"command": "./PATH/TO/toolbox",
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"args": ["--prebuilt","mssql","--stdio"],
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"env": {
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"MSSQL_HOST": "",
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"MSSQL_PORT": "",
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"MSSQL_DATABASE": "",
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"MSSQL_USER": "",
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"MSSQL_PASSWORD": ""
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}
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}
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}
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}
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```
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|
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1. Restart Claude code to apply the new configuration.
|
||||
{{% /tab %}}
|
||||
{{% tab header="Claude desktop" lang="en" %}}
|
||||
|
||||
1. Open [Claude desktop](https://claude.ai/download) and navigate to Settings.
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1. Under the Developer tab, tap Edit Config to open the configuration file.
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||||
1. Add the following configuration, replace the environment variables with your values, and save:
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|
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```json
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{
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"mcpServers": {
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"sqlserver": {
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"command": "./PATH/TO/toolbox",
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"args": ["--prebuilt","mssql","--stdio"],
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"env": {
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"MSSQL_HOST": "",
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"MSSQL_PORT": "",
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"MSSQL_DATABASE": "",
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"MSSQL_USER": "",
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"MSSQL_PASSWORD": ""
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}
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}
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}
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}
|
||||
```
|
||||
|
||||
1. Restart Claude desktop.
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||||
1. From the new chat screen, you should see a hammer (MCP) icon appear with the new MCP server available.
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{{% /tab %}}
|
||||
{{% tab header="Cline" lang="en" %}}
|
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|
||||
1. Open the [Cline](https://github.com/cline/cline) extension in VS Code and tap the **MCP Servers** icon.
|
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1. Tap Configure MCP Servers to open the configuration file.
|
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1. Add the following configuration, replace the environment variables with your values, and save:
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|
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```json
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{
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"mcpServers": {
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"sqlserver": {
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"command": "./PATH/TO/toolbox",
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"args": ["--prebuilt","mssql","--stdio"],
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"env": {
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"MSSQL_HOST": "",
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"MSSQL_PORT": "",
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"MSSQL_DATABASE": "",
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"MSSQL_USER": "",
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"MSSQL_PASSWORD": ""
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}
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}
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}
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}
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```
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1. You should see a green active status after the server is successfully connected.
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{{% /tab %}}
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{{% tab header="Cursor" lang="en" %}}
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1. Create a `.cursor` directory in your project root if it doesn't exist.
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1. Create a `.cursor/mcp.json` file if it doesn't exist and open it.
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1. Add the following configuration, replace the environment variables with your values, and save:
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|
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```json
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{
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"mcpServers": {
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"sqlserver": {
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"command": "./PATH/TO/toolbox",
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"args": ["--prebuilt","mssql","--stdio"],
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"env": {
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"MSSQL_HOST": "",
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"MSSQL_PORT": "",
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"MSSQL_DATABASE": "",
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"MSSQL_USER": "",
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"MSSQL_PASSWORD": ""
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}
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}
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}
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}
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```
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1. Open [Cursor](https://www.cursor.com/) and navigate to **Settings > Cursor Settings > MCP**. You should see a green active status after the server is successfully connected.
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{{% /tab %}}
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{{% tab header="Visual Studio Code (Copilot)" lang="en" %}}
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|
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1. Open [VS Code](https://code.visualstudio.com/docs/copilot/overview) and create a `.vscode` directory in your project root if it doesn't exist.
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1. Create a `.vscode/mcp.json` file if it doesn't exist and open it.
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1. Add the following configuration, replace the environment variables with your values, and save:
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```json
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{
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"mcp" : {
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"servers": {
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"cloud-sql-sqlserver": {
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"command": "./PATH/TO/toolbox",
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"args": ["--prebuilt","cloud-sql-mssql","--stdio"],
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"env": {
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"MSSQL_HOST": "",
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"MSSQL_PORT": "",
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"MSSQL_DATABASE": "",
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"MSSQL_USER": "",
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"MSSQL_PASSWORD": ""
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}
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}
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}
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}
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}
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```
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{{% /tab %}}
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{{% tab header="Windsurf" lang="en" %}}
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1. Open [Windsurf](https://docs.codeium.com/windsurf) and navigate to the Cascade assistant.
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1. Tap on the hammer (MCP) icon, then Configure to open the configuration file.
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1. Add the following configuration, replace the environment variables with your values, and save:
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|
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```json
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{
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"mcpServers": {
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"sqlserver": {
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"command": "./PATH/TO/toolbox",
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"args": ["--prebuilt","mssql","--stdio"],
|
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"env": {
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"MSSQL_HOST": "",
|
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"MSSQL_PORT": "",
|
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"MSSQL_DATABASE": "",
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"MSSQL_USER": "",
|
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"MSSQL_PASSWORD": ""
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}
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}
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}
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}
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```
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||||
{{% /tab %}}
|
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{{% tab header="Gemini CLI" lang="en" %}}
|
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|
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1. Install the [Gemini CLI](https://github.com/google-gemini/gemini-cli?tab=readme-ov-file#quickstart).
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||||
1. In your working directory, create a folder named `.gemini`. Within it, create a `settings.json` file.
|
||||
1. Add the following configuration, replace the environment variables with your values, and then save:
|
||||
|
||||
```json
|
||||
{
|
||||
"mcpServers": {
|
||||
"sqlserver": {
|
||||
"command": "./PATH/TO/toolbox",
|
||||
"args": ["--prebuilt","mssql","--stdio"],
|
||||
"env": {
|
||||
"MSSQL_HOST": "",
|
||||
"MSSQL_PORT": "",
|
||||
"MSSQL_DATABASE": "",
|
||||
"MSSQL_USER": "",
|
||||
"MSSQL_PASSWORD": ""
|
||||
}
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}
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||||
}
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||||
}
|
||||
```
|
||||
{{% /tab %}}
|
||||
{{% tab header="Gemini Code Assist" lang="en" %}}
|
||||
|
||||
1. Install the [Gemini Code Assist](https://marketplace.visualstudio.com/items?itemName=Google.geminicodeassist) extension in Visual Studio Code.
|
||||
1. Enable Agent Mode in Gemini Code Assist chat.
|
||||
1. In your working directory, create a folder named `.gemini`. Within it, create a `settings.json` file.
|
||||
1. Add the following configuration, replace the environment variables with your values, and then save:
|
||||
|
||||
```json
|
||||
{
|
||||
"mcpServers": {
|
||||
"sqlserver": {
|
||||
"command": "./PATH/TO/toolbox",
|
||||
"args": ["--prebuilt","mssql","--stdio"],
|
||||
"env": {
|
||||
"MSSQL_HOST": "",
|
||||
"MSSQL_PORT": "",
|
||||
"MSSQL_DATABASE": "",
|
||||
"MSSQL_USER": "",
|
||||
"MSSQL_PASSWORD": ""
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
```
|
||||
{{% /tab %}}
|
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{{< /tabpane >}}
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||||
|
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## Use Tools
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Your AI tool is now connected to SQL Server using MCP. Try asking your AI assistant to list tables, create a table, or define and execute other SQL statements.
|
||||
|
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The following tools are available to the LLM:
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|
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1. **list_tables**: lists tables and descriptions
|
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1. **execute_sql**: execute any SQL statement
|
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|
||||
{{< notice note >}}
|
||||
Prebuilt tools are pre-1.0, so expect some tool changes between versions. LLMs will adapt to the tools available, so this shouldn't affect most users.
|
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{{< /notice >}}
|
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287
docs/en/how-to/connect-ide/mysql_mcp.md
Normal file
287
docs/en/how-to/connect-ide/mysql_mcp.md
Normal file
@@ -0,0 +1,287 @@
|
||||
---
|
||||
title: MySQL using MCP
|
||||
type: docs
|
||||
weight: 2
|
||||
description: "Connect your IDE to MySQL using Toolbox."
|
||||
---
|
||||
|
||||
[Model Context Protocol (MCP)](https://modelcontextprotocol.io/introduction) is an open protocol for connecting Large Language Models (LLMs) to data sources like MySQL. This guide covers how to use [MCP Toolbox for Databases][toolbox] to expose your developer assistant tools to a MySQL instance:
|
||||
|
||||
* [Cursor][cursor]
|
||||
* [Windsurf][windsurf] (Codium)
|
||||
* [Visual Studio Code][vscode] (Copilot)
|
||||
* [Cline][cline] (VS Code extension)
|
||||
* [Claude desktop][claudedesktop]
|
||||
* [Claude code][claudecode]
|
||||
* [Gemini CLI][geminicli]
|
||||
* [Gemini Code Assist][geminicodeassist]
|
||||
|
||||
[toolbox]: https://github.com/googleapis/genai-toolbox
|
||||
[cursor]: #configure-your-mcp-client
|
||||
[windsurf]: #configure-your-mcp-client
|
||||
[vscode]: #configure-your-mcp-client
|
||||
[cline]: #configure-your-mcp-client
|
||||
[claudedesktop]: #configure-your-mcp-client
|
||||
[claudecode]: #configure-your-mcp-client
|
||||
[geminicli]: #configure-your-mcp-client
|
||||
[geminicodeassist]: #configure-your-mcp-client
|
||||
|
||||
## Set up the database
|
||||
|
||||
1. [Create or select a MySQL instance.](https://dev.mysql.com/downloads/installer/)
|
||||
|
||||
## Install MCP Toolbox
|
||||
|
||||
1. Download the latest version of Toolbox as a binary. Select the [correct binary](https://github.com/googleapis/genai-toolbox/releases) corresponding to your OS and CPU architecture. You are required to use Toolbox version V0.10.0+:
|
||||
|
||||
<!-- {x-release-please-start-version} -->
|
||||
{{< tabpane persist=header >}}
|
||||
{{< tab header="linux/amd64" lang="bash" >}}
|
||||
curl -O https://storage.googleapis.com/genai-toolbox/v0.11.0/linux/amd64/toolbox
|
||||
{{< /tab >}}
|
||||
|
||||
{{< tab header="darwin/arm64" lang="bash" >}}
|
||||
curl -O https://storage.googleapis.com/genai-toolbox/v0.11.0/darwin/arm64/toolbox
|
||||
{{< /tab >}}
|
||||
|
||||
{{< tab header="darwin/amd64" lang="bash" >}}
|
||||
curl -O https://storage.googleapis.com/genai-toolbox/v0.11.0/darwin/amd64/toolbox
|
||||
{{< /tab >}}
|
||||
|
||||
{{< tab header="windows/amd64" lang="bash" >}}
|
||||
curl -O https://storage.googleapis.com/genai-toolbox/v0.11.0/windows/amd64/toolbox.exe
|
||||
{{< /tab >}}
|
||||
{{< /tabpane >}}
|
||||
<!-- {x-release-please-end} -->
|
||||
|
||||
1. Make the binary executable:
|
||||
|
||||
```bash
|
||||
chmod +x toolbox
|
||||
```
|
||||
|
||||
1. Verify the installation:
|
||||
|
||||
```bash
|
||||
./toolbox --version
|
||||
```
|
||||
|
||||
## Configure your MCP Client
|
||||
|
||||
{{< tabpane text=true >}}
|
||||
{{% tab header="Claude code" lang="en" %}}
|
||||
|
||||
1. Install [Claude Code](https://docs.anthropic.com/en/docs/agents-and-tools/claude-code/overview).
|
||||
1. Create a `.mcp.json` file in your project root if it doesn't exist.
|
||||
1. Add the following configuration, replace the environment variables with your values, and save:
|
||||
|
||||
```json
|
||||
{
|
||||
"mcpServers": {
|
||||
"mysql": {
|
||||
"command": "./PATH/TO/toolbox",
|
||||
"args": ["--prebuilt", "mysql", "--stdio"],
|
||||
"env": {
|
||||
"MYSQL_HOST": "",
|
||||
"MYSQL_PORT": "",
|
||||
"MYSQL_DATABASE": "",
|
||||
"MYSQL_USER": "",
|
||||
"MYSQL_PASSWORD": ""
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
1. Restart Claude code to apply the new configuration.
|
||||
{{% /tab %}}
|
||||
{{% tab header="Claude desktop" lang="en" %}}
|
||||
|
||||
1. Open [Claude desktop](https://claude.ai/download) and navigate to Settings.
|
||||
1. Under the Developer tab, tap Edit Config to open the configuration file.
|
||||
1. Add the following configuration, replace the environment variables with your values, and save:
|
||||
|
||||
```json
|
||||
{
|
||||
"mcpServers": {
|
||||
"mysql": {
|
||||
"command": "./PATH/TO/toolbox",
|
||||
"args": ["--prebuilt", "mysql", "--stdio"],
|
||||
"env": {
|
||||
"MYSQL_HOST": "",
|
||||
"MYSQL_PORT": "",
|
||||
"MYSQL_DATABASE": "",
|
||||
"MYSQL_USER": "",
|
||||
"MYSQL_PASSWORD": ""
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
1. Restart Claude desktop.
|
||||
1. From the new chat screen, you should see a hammer (MCP) icon appear with the new MCP server available.
|
||||
{{% /tab %}}
|
||||
{{% tab header="Cline" lang="en" %}}
|
||||
|
||||
1. Open the [Cline](https://github.com/cline/cline) extension in VS Code and tap the **MCP Servers** icon.
|
||||
1. Tap Configure MCP Servers to open the configuration file.
|
||||
1. Add the following configuration, replace the environment variables with your values, and save:
|
||||
|
||||
```json
|
||||
{
|
||||
"mcpServers": {
|
||||
"mysql": {
|
||||
"command": "./PATH/TO/toolbox",
|
||||
"args": ["--prebuilt", "mysql", "--stdio"],
|
||||
"env": {
|
||||
"MYSQL_HOST": "",
|
||||
"MYSQL_PORT": "",
|
||||
"MYSQL_DATABASE": "",
|
||||
"MYSQL_USER": "",
|
||||
"MYSQL_PASSWORD": ""
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
1. You should see a green active status after the server is successfully connected.
|
||||
{{% /tab %}}
|
||||
{{% tab header="Cursor" lang="en" %}}
|
||||
|
||||
1. Create a `.cursor` directory in your project root if it doesn't exist.
|
||||
1. Create a `.cursor/mcp.json` file if it doesn't exist and open it.
|
||||
1. Add the following configuration, replace the environment variables with your values, and save:
|
||||
|
||||
```json
|
||||
{
|
||||
"mcpServers": {
|
||||
"mysql": {
|
||||
"command": "./PATH/TO/toolbox",
|
||||
"args": ["--prebuilt", "mysql", "--stdio"],
|
||||
"env": {
|
||||
"MYSQL_HOST": "",
|
||||
"MYSQL_PORT": "",
|
||||
"MYSQL_DATABASE": "",
|
||||
"MYSQL_USER": "",
|
||||
"MYSQL_PASSWORD": ""
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
1. Open [Cursor](https://www.cursor.com/) and navigate to **Settings > Cursor Settings > MCP**. You should see a green active status after the server is successfully connected.
|
||||
{{% /tab %}}
|
||||
{{% tab header="Visual Studio Code (Copilot)" lang="en" %}}
|
||||
|
||||
1. Open [VS Code](https://code.visualstudio.com/docs/copilot/overview) and create a `.vscode` directory in your project root if it doesn't exist.
|
||||
1. Create a `.vscode/mcp.json` file if it doesn't exist and open it.
|
||||
1. Add the following configuration, replace the environment variables with your values, and save:
|
||||
|
||||
```json
|
||||
{
|
||||
"mcpServers": {
|
||||
"mysql": {
|
||||
"command": "./PATH/TO/toolbox",
|
||||
"args": ["--prebuilt","mysql","--stdio"],
|
||||
"env": {
|
||||
"MYSQL_HOST": "",
|
||||
"MYSQL_PORT": "",
|
||||
"MYSQL_DATABASE": "",
|
||||
"MYSQL_USER": "",
|
||||
"MYSQL_PASSWORD": ""
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
```
|
||||
{{% /tab %}}
|
||||
{{% tab header="Windsurf" lang="en" %}}
|
||||
|
||||
1. Open [Windsurf](https://docs.codeium.com/windsurf) and navigate to the Cascade assistant.
|
||||
1. Tap on the hammer (MCP) icon, then Configure to open the configuration file.
|
||||
1. Add the following configuration, replace the environment variables with your values, and save:
|
||||
|
||||
```json
|
||||
{
|
||||
"mcpServers": {
|
||||
"mysql": {
|
||||
"command": "./PATH/TO/toolbox",
|
||||
"args": ["--prebuilt","mysql","--stdio"],
|
||||
"env": {
|
||||
"MYSQL_HOST": "",
|
||||
"MYSQL_PORT": "",
|
||||
"MYSQL_DATABASE": "",
|
||||
"MYSQL_USER": "",
|
||||
"MYSQL_PASSWORD": ""
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
```
|
||||
{{% /tab %}}
|
||||
{{% tab header="Gemini CLI" lang="en" %}}
|
||||
|
||||
1. Install the [Gemini CLI](https://github.com/google-gemini/gemini-cli?tab=readme-ov-file#quickstart).
|
||||
1. In your working directory, create a folder named `.gemini`. Within it, create a `settings.json` file.
|
||||
1. Add the following configuration, replace the environment variables with your values, and then save:
|
||||
|
||||
```json
|
||||
{
|
||||
"mcpServers": {
|
||||
"mysql": {
|
||||
"command": "./PATH/TO/toolbox",
|
||||
"args": ["--prebuilt","mysql","--stdio"],
|
||||
"env": {
|
||||
"MYSQL_HOST": "",
|
||||
"MYSQL_PORT": "",
|
||||
"MYSQL_DATABASE": "",
|
||||
"MYSQL_USER": "",
|
||||
"MYSQL_PASSWORD": ""
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
```
|
||||
{{% /tab %}}
|
||||
{{% tab header="Gemini Code Assist" lang="en" %}}
|
||||
|
||||
1. Install the [Gemini Code Assist](https://marketplace.visualstudio.com/items?itemName=Google.geminicodeassist) extension in Visual Studio Code.
|
||||
1. Enable Agent Mode in Gemini Code Assist chat.
|
||||
1. In your working directory, create a folder named `.gemini`. Within it, create a `settings.json` file.
|
||||
1. Add the following configuration, replace the environment variables with your values, and then save:
|
||||
|
||||
```json
|
||||
{
|
||||
"mcpServers": {
|
||||
"mysql": {
|
||||
"command": "./PATH/TO/toolbox",
|
||||
"args": ["--prebuilt","mysql","--stdio"],
|
||||
"env": {
|
||||
"MYSQL_HOST": "",
|
||||
"MYSQL_PORT": "",
|
||||
"MYSQL_DATABASE": "",
|
||||
"MYSQL_USER": "",
|
||||
"MYSQL_PASSWORD": ""
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
```
|
||||
{{% /tab %}}
|
||||
{{< /tabpane >}}
|
||||
|
||||
## Use Tools
|
||||
|
||||
Your AI tool is now connected to MySQL using MCP. Try asking your AI assistant to list tables, create a table, or define and execute other SQL statements.
|
||||
|
||||
The following tools are available to the LLM:
|
||||
|
||||
1. **list_tables**: lists tables and descriptions
|
||||
1. **execute_sql**: execute any SQL statement
|
||||
|
||||
{{< notice note >}}
|
||||
Prebuilt tools are pre-1.0, so expect some tool changes between versions. LLMs will adapt to the tools available, so this shouldn't affect most users.
|
||||
{{< /notice >}}
|
||||
Reference in New Issue
Block a user