Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
MCP Server for the Runno Sandbox
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"runno": {
"command": "npx",
"args": [
"-y",
"@runno/mcp"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add runno -- npx -y @runno/mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"runno": {
"command": "npx",
"args": [
"-y",
"@runno/mcp"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"runno": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@runno/mcp"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 6일 점검
레지스트리 이름이 GitHub 계정 taybenlor 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.10.6)은 11개월 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Node.js도 있어야 해요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, Fomu MCP
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
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.
Kenya government form guides: checklists, draft letters, eCitizen, Huduma, timelines. Sample data.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
👨💻 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.