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)
MCP Server for the Runno Sandbox
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。
你需要
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 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"runno": {
"command": "npx",
"args": [
"-y",
"@runno/mcp"
]
}
}
}在终端中运行这条命令
claude mcp add runno -- npx -y @runno/mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"runno": {
"command": "npx",
"args": [
"-y",
"@runno/mcp"
]
}
}
}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。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"runno": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@runno/mcp"
]
}
}
}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7日
注册名称已通过 GitHub 账户 taybenlor 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(0.10.6)于11个月前进入注册中心。
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 Node.js。
同一分类中有:Spec Driven Development, Remote Desktop Commander, sync. labs
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.
Lipsync videos, dub them into other languages, make talking videos and open sync. Studio.
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。
👨💻 Use Runno 👉 Runno.dev
📖 Documentation 👉 Runno.dev
Runno is a collection of JavaScript Packages for running code in various languages inside a sandbox. It's made of the following packages:
@runno/runtime - web components and headless tools for running code examples in the browser.@runno/sandbox - a secure sandbox for running code examples in Node and other JS Runtimes.@runno/wasi - an isomorphic package for running WebAssembly WASI binaries inside a sandbox.@runno/mcp - an MCP Server for running code using the @runno/sandbox package.There's also a deprecated Python package called runno that works like the sandbox package.
This project is powered by WASI the Web Assembly System Interface. It provides a standard way for programs to interact with an operating system. By emulating this interface, we can provide a fake file system and operating system, all running within JavaScript.
@runno/runtimeThe @runno/runtime package provides Web Components for running code in the browser.
This is very handy for programming education it means:
Start by adding @runno/runtime to your package:
npm install @runno/runtime
Import @runno/runtime in whatever place you'll be using the runno elements. The simplest is in your entrypoint file (e.g. main.ts or index.ts).
import "@runno/runtime";
Once you've imported them you can use runno elements on the page.
<runno-run runtime="python" editor controls> print('Hello, World!') </runno-run>
For the code to run though, you'll need to set some HTTP headers:
Cross-Origin-Opener-Policy: same-origin
Cross-Origin-Embedder-Policy: require-corp
These create a cross-origin isolated context which allows the use of SharedArrayBuffer used to implement STDIN.
The system supports a number of runtimes based on existing packages published to WAPM. These runtimes are tied to Runno and will be supported by Runno going forward.
python - Runs python3 code, not pinned to a particular version but is at least 3.6ruby - Runs standard Ruby, not pinned but is at least 3.2.0quickjs - Runs JavaScript code using the QuickJS enginesqlite - Runs SQLite commandsclang - Compiles and runs C codeclangpp - Compiles and runs C++ codephp-cgi - Runs PHP CGI compiled by VMWareThe runtime also provides a component for running WASI binaries directly.
<runno-wasi src="/ffmpeg.wasm" autorun></runno-wasi>
There are more examples for how to use Runno in the examples directory in this repo. It includes practical ways you can use Runno, and how to configure it to run.
Visit @runno/runtime to read the full documentation.
Runno uses Web Assembly to run code from JavaScript. Code runs in a unix-like sandbox that connects to a web-based terminal emulator. This means it behaves a lot like running code natively on a linux terminal. It's not perfect, but it's handy for making code examples run.
Plus it's pretty cool that you can just run code in your browser!
@runno/sandboxInstall the sandbox with npm install @runno/sandbox. Then use it to run code like:
import { runCode } from "@runno/sandbox";
const result = await runCode("ruby", "puts 'Hello, world!'");
if (result.resultType === "complete") { console.log(result.stdout); } else { console.log("Oh no!"); }
You can also do more complicated things, like run against a virtual file system with runFS:
function runFS(
runtime: Runtime, entryPath: string, fs: WASIFS, options?: { stdin?: string; timeout?: number; }, ): Promise ;
@runno/wasiThe quickest way to get started with Runno is by using the WASI.start class method. It will set up everything you need and run the Wasm binary directly.
Be aware that this will run on the main thread, not inside a worker. So you will interrupt any interactive use of the browser until it completes.
import { WASI } from "@runno/wasi";
//...
const result = WASI.start(fetch("/binary.wasm"), { args: ["binary-name", "--do-something", "some-file.txt"], env: { SOME_KEY: "some value" }, stdout: (out) => console.log("stdout", out), stderr: (err) => console.error("stderr", err), stdin: () => prompt("stdin:"), fs: { "/some-file.txt": { path: "/some-file.txt", timestamps: { access: new Date(), change: new Date(), modification: new Date(), }, mode: "string", content: "Some content for the file.", }, }, });
You can see a more complete example in src/main.ts.
_Note: The args should start with the name of the binary. Like when you run a terminal command, you write cat somefile the name of the binary is cat._
Visit @runno/wasi to read the full documentation including instructions for running inside a worker, and how the virtual file-system works.
@runno/sandboxThe sandbox exports a runCode function you can use to run code. First install it with npm install @runno/sandbox or however you are installing packages. Then do something like:
import { runCode } from "@runno/sandbox";
const result = await runCode("ruby", "puts 'Hello JavaScript!'");
console.log("Ruby says:", result.stdout);
There's an introduction article you can use to learn more.
@runno/mcpDepending on how your MCP server is configured, you can add Runno with:
{
"mcpServers": { "runno": { "command": "npx", "args": ["@runno/mcp"] } } }
There's an introduction article you can use to learn more.
This repo is broken down into a few packages using lerna:
website - the runno website that includes instructions and examplesruntime - a library that provides web components and helpers that can be bundled into your own project for using runno without an iframewasi - a library for running WASI binaries in the browsersandbox - a sandbox for running programming languages from any JavaScript runtimemcp - an MCP Server implementation built on the sandboxIf you're lucky everything should work after doing:
npm install
npm run bootstrap npm run build # make sure the dependent libraries are built npm run dev
Runno has a small suite of tests, mostly focused on end-to-end integration. The wasi package has the most extensive suite of tests, comprehensively testing the WASI preview1 implementation. The other packages mostly have a few smoke tests to make sure they're working.
The programming languages available are limited by what has already been compiled to Web Assembly using WASI. A great way to help more languages become available would be to compile your favourite programming language tools to Web Assembly and upload them to WAPM.
WASI doesn't provide a full linux environment, so most system based interfaces won't work. Packages and modules are also difficult to install inside the Runno environment. If you want to import code, you'll need to provide that code alongside your example.
Runno is best for small code examples that use STDIN and STDOUT. That is typically the sort of thing that is taught in a CS1 course at university. This isn't an inherent limitation of the system though! As more work is put into Runno and the ecosystem of tools it depends on, more will become available.
I do want to say up front that Runno is Open Source software with an MIT License, which specifically states:
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND
I stand by that lack of a warranty. But I also think the sandbox is pretty good and I'd love to make it really good. It's fun.
The main way that the Runno sandbox isolates code is by running it as WebAssembly inside V8. WebAssembly has some neat properties:
That last point (3) is the most important one. If you run a WebAssembly binary and don't provide it with any functions it literally cannot do anything. It's like a box with no windows or doors, nothing can get in or out.
But we do want some things to get in and out. That's what WASI is for. WASI is a specification for an interface (the WebAssembly System Interface) that defines a standard set of functions that a WebAssembly binary can call like they are system calls. Mostly they do things like read and write files.
_Note: this is actually a definition of WASI preview1, preview2 / 0.2 is a different beast and is very cool but currently out of scope._
Runno at it's core is an implementation of WASI preview1. It's kind of like a very lightweight Operating System implemented in TypeScript. It has a virtual file system which is made up of virtual files (basically just byte arrays stored in memory). So it never accesses your real file system either. It also has no network access or anything else like that.
So 1) it's a virtual machine, 2) it's a virtual file system, and 3) it has no network access. That's pretty good.
There's a lot of layers to this onion which I think is pretty good. I've heard onions are good for security. Tell me if you find some holes in my onion though, I'm interested! Email security@taybenlor.com.
A number of open-source projects and standards have been used to make Runno possible. These include:
Thanks to everyone who has built compatibility layers for the web. The web becomes a better platform with every new piece of software we can run on it!
Also big thanks to my friends who tolerate me constantly talking about WASM. Thanks especially to Katie, Jesse, Jim, Odin, Hailey, Sam and other Sam.