Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
Connect AI coding agents to MATLAB. Run code, tests, and analysis via MCP.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
链接指向作者自己的文件;我们不托管也不重新打包它。打开文件后,Claude Desktop 会进行安装。
在终端中运行这条命令
浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月6日
注册名称已通过 GitHub 账户 matlab 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(0.16.0)于3天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 MCPB。
同一分类中有:Spec Driven Development, Remote Desktop Commander, Apify MCP Server
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
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Run MATLAB® using AI applications with the official MATLAB MCP Server from MathWorks®. The MATLAB MCP Server allows your AI applications to:
If you use Claude Code®, GitHub® Copilot CLI, or OpenAI® Codex, MathWorks recommends you install this MCP server using the Agentic Toolkit Installer (GitHub), which is the easiest way to configure these AI coding agents to use MATLAB and Simulink.
Otherwise, you can install this MCP server manually using the instructions for Manual Setup.
To set up the MATLAB MCP Server manually, rather than using the Agentic Toolkit Installer (GitHub), follow these instructions:
go install github.com/matlab/matlab-mcp-server/cmd/matlab-mcp-server@latest).sh curl -L -o ~/Downloads/matlab-mcp-server https://github.com/matlab/matlab-mcp-server/releases/latest/download/matlab-mcp-server-macos-arm64 sh curl -L -o ~/Downloads/matlab-mcp-server https://github.com/matlab/matlab-mcp-server/releases/latest/download/matlab-mcp-server-macos-x64 Then grant executable permissions to the downloaded binary so you can run the MATLAB MCP Server:sh chmod +x ~/Downloads/matlab-mcp-server
In your terminal, run the following, remembering to insert the full path to the server binary you acquired in the setup:
claude mcp add --transport stdio matlab -- /fullpath/to/matlab-mcp-server-binary
You can customize the server by specifying optional Arguments. Note the -- separator between Claude Code's options and the server arguments:
claude mcp add --transport stdio matlab -- /fullpath/to/matlab-mcp-server-binary --initial-working-folder=/home/username/myproject
For details on adding MCP servers in Claude Code, see Add a local stdio server (Claude Code). To remove the server later, run:
claude mcp remove matlab
You install the MATLAB MCP Server in Claude Desktop using the MATLAB MCP Server bundle.
matlab-mcp-server.mcpb from the Latest Release page.matlab-mcp-server.mcpb file and click Install in Claude Desktop. (Alternatively, navigate in Claude to File menu > Settings > Extensions > Advanced Settings > Install Extension and select the matlab-mcp-server.mcpb file. Click Install).To customize the behaviour of the MATLAB MCP Server, navigate to Settings > Extensions > Configure, where you can modify the server's Arguments.
In your VS Code workspace, create a file named .vscode/mcp.json. Insert the following JSON, remembering to specify the full path to the server binary you acquired in the setup, as well as any Arguments. Then save the file. (Note that on Windows, your paths require extra slashes as escape characters).
{
"servers": { "matlab": { "type": "stdio", "command": "C:\\fullpath\\to\\matlab-mcp-server-windows-x64.exe", "args": [] } } }
For more information about using MCP servers in VS Code, see [Add and Manage MCP servers in VS Code (VS Code)](https://code.visualstudio.com/docs/copilot/customization/mcp-servers#_configure-the-mcpjson-file).
In your terminal, run the following, remembering to insert the full path to the server binary you acquired in the setup:
codex mcp add matlab -- /fullpath/to/matlab-mcp-server-binary
You can customize the server by specifying optional Arguments. For example:
codex mcp add matlab -- /fullpath/to/matlab-mcp-server-binary --initial-working-folder=/home/username/myproject
[!NOTE]
Windows users: Codex does not forward the
WINDIRenvironment variable, which you need to run MATLAB and Simulink (see #32).
To add the variable, open your Codex config file at
C:\Users\ \.codex\config.toml, and addenv_vars = ["WINDIR"]to the[mcp_servers.matlab]section:
`toml
[mcp_servers.matlab]
command = 'C:\fullpath\to\matlab-mcp-server-windows-x64.exe'
args = []
env_vars = ["WINDIR"]
`
Customize the behavior of the server by specifying arguments in one of these ways:
.json file).MW_MCP_SERVER_, convert to uppercase, and replace hyphens (-) with underscores (_). For example, the argument --matlab-root becomes the environment variable MW_MCP_SERVER_MATLAB_ROOT. CLI flags take precedence over environment variables, if you use both.| Argument | Description | Example |
|---|---|---|
| help | Displays help information for all arguments. | --help |
| version | Displays the version of the MATLAB MCP Server. | --version |
| matlab-root | Full path specifying which MATLAB to start. Do not include /bin in the path. By default, the server tries to find the first MATLAB on the system PATH. | Windows: --matlab-root=C:\\Program Files\\MATLAB\\R2026a
Linux/macOS: --matlab-root=/home/usr/MATLAB/R2026a
As an environment variable: MW_MCP_SERVER_MATLAB_ROOT=/home/usr/MATLAB/R2026a | | initialize-matlab-on-startup | To initialize MATLAB as soon as you start the server, set this argument to true. By default, MATLAB only starts when the first tool is called. | --initialize-matlab-on-startup=true | | initial-working-folder | Specify the folder where MATLAB starts. If you do not specify a value, MATLAB starts at the path of your AI application's first Root (MCP). If you have not defined a root, MATLAB starts in these locations: Linux: /home/username Windows: C:\Users\username\Documents Mac: /Users/username/Documents | Windows: --initial-working-folder=C:\\Users\\username\\MyProject
Linux/macOS: --initial-working-folder=/Users/username/MyProject | | matlab-display-mode | Specify whether to show the MATLAB desktop. Use desktop mode (default) to show the MATLAB desktop. Use nodesktop mode to use MATLAB only from your AI application, without the MATLAB desktop. Note that in nodesktop mode, commands requiring a graphical interface (such as edit, open, open_system, uifigure, and appdesigner) will still open MATLAB windows on your desktop. | --matlab-display-mode=nodesktop | | matlab-session-mode | Specify whether the MCP server starts a new MATLAB or connects to an existing MATLAB session (supported for MATLAB R2023a onwards). The default is `auto` mode.
`new` mode: The MCP server starts a new MATLAB session.
`auto` mode (default): The server tries to connect to an existing MATLAB session, which you must have configured for existing mode using the instructions below. If the server is unable to find an existing MATLAB session, it starts a new one.
`existing` mode: The server tries to connect to an existing MATLAB session. Do not use this mode in conjunction with the arguments matlab-root, initial-working-folder, or matlab-display-mode. You must have configured your MATLAB session beforehand to use this mode, with these steps:
If you are using existing mode for the first time, run ./matlab-mcp-server --setup-matlab.
This command installs an add-on named MATLAB MCP Server Toolbox in MATLAB. You can customize the command with other arguments from this table. For example, to specify which MATLAB to use to install the toolbox, you can use ./matlab-mcp-server --setup-matlab --matlab-root=/home/usr/MATLAB/R2026a.
For Claude Desktop, you must download the MATLAB MCP Server binary using the instructions in Manual Setup before you run ./matlab-mcp-server --setup-matlab.
In the command window of a running MATLAB session, run shareMATLABSession(). The MCP server will connect to this MATLAB when you start the server with --matlab-session-mode=existing or --matlab-session-mode=auto. If you are running multiple MATLAB sessions, the server connects to the MATLAB session where you most recently ran the command shareMATLABSession().
As an alternative to running shareMATLABSession() manually, you can add the command to your MATLAB Startup Script (MathWorks). | --matlab-session-mode=existing | | extension-file | To use custom MCP tools, provide a path to a JSON file that defines your tools. You can also use multiple extension files. For details on using custom tools, see Use Custom Tools with the MATLAB MCP Server. |
Windows: --extension-file=C:\\Users\\name\\my-tools.json
Linux/macOS: `--extension-file=/path/to/m
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