Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Build and verify CAD parts and assemblies with the ClassCAD engine, locally, no server needed.
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": {
"classcad": {
"command": "npx",
"args": [
"-y",
"@classcad/mcp"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add classcad -- npx -y @classcad/mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"classcad": {
"command": "npx",
"args": [
"-y",
"@classcad/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": {
"classcad": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@classcad/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 7일 점검
레지스트리 이름이 GitHub 계정 awv-informatik 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(0.6.1)은 17일 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, FlyDocs
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.
Spec-driven development workflow: your agent works issues, sessions and the status lifecycle.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Model Context Protocol server for the ClassCAD CAD engine. Self-contained: it runs the ClassCAD engine itself (WASM), so there is no server to set up.
Lets MCP-capable hosts (Claude Code, the Claude desktop app, VS Code Copilot, Cursor, …) drive a live ClassCAD session: build parts and assemblies through scripts, inspect the structure tree, render snapshots, save and load STEP, STL and OFB.
The session is shared. The CAD app, Buerligons, docks into it: the user turns, selects and edits the same model the agent builds. Its link can be sent to a colleague or opened on another device (through the share relay), and the agent can also join the session of an app the user already has open.
Claude tab 1 ── stdio ──► classcad-mcp (shim) ──┐
Claude tab 2 ── stdio ──► classcad-mcp (shim) ──┤ HTTP (MCP Streamable HTTP, 127.0.0.1:9097) VS Code ── stdio ──► classcad-mcp (shim) ──┘ ▼ classcad-mcp daemon (ONE per machine) session (one per host connection), its drawings (one per model): drawing d-… ── worker thread ──► ClassCAD WASM (the MCP's own engine) drawing d-… ── WebSocket ─────► ClassCAD worker (classcad-cli, optional) drawing d-… ── WebSocket ─────► a session an app shares (by invite) 127.0.0.1:9098 ◄── the app, docked into a drawing · apps that host a session of their own wss, dialled out ──► share relay (Cloudflare) ◄── the app on any other machine, by share link
npx -y @classcad/mcp@latest). That process is a thin shim: it looks for the daemon on 127.0.0.1:9097, starts it if none runs, and forwards its host's JSON-RPC to it. The first tab starts the daemon, every later tab reuses it.127.0.0.1:9098): the app docks into the MCP's sessions there, and apps that run the engine in their own page offer their sessions there. With no session left and no such app waiting it exits by itself after CLASSCAD_DAEMON_IDLE_MS (60 s). Nothing to install or manage: it is part of this package (dist/daemon.js) and lives only while it is used.packages/relay, a Cloudflare Worker), so the app's link works on any machine. The MCP dials out to it; nothing on the machine listens for the outside. See Somebody elsewhere joins.classcad-cli worker is reachable (CLASSCAD_WS_URL, default ws://localhost:9094/), the default policy auto uses it instead of the local engine. See Engines.127.0.0.1:9097 is held by something that is not a classcad daemon, the shim serves the MCP in-process (with a listener of its own, on a free port if 9098 is taken) and says so on stderr.node, npx)Nothing else: no ClassCAD server, no key.
There is nothing to clone or build. Every host starts the server with one command:
npx -y @classcad/mcp@latest
@latest makes npx fetch the newest release instead of reusing a cached one; -y skips the install prompt. npx may warn that sharp's install script was not run; that is fine, sharp ships prebuilt binaries.
Windows (native, not WSL): hosts cannot start npx directly. Use cmd as the command with the arguments /c npx -y @classcad/mcp@latest, e.g. claude mcp add classcad --scope user -- cmd /c npx -y @classcad/mcp@latest, or "command": "cmd", "args": ["/c", "npx", "-y", "@classcad/mcp@latest"] in JSON configs. (The Claude Code plugin below needs no such change.)
From source, only where npm is not reachable: git clone https://github.com/awv-informatik/classcad-ai.git && cd classcad-ai && npm install && npm run build, then use node /abs/path/to/classcad-ai/packages/mcp/dist/server.js in place of the npx command (echo "$PWD/packages/mcp/dist/server.js" prints the path).
Every host needs the command above and a new session (or a restart), so it spawns the server. No environment variables are required.
The plugin brings the MCP server and a ClassCAD skill, on macOS, Linux and Windows alike:
claude plugin marketplace add awv-informatik/classcad-ai
claude plugin install classcad@classcad
Or the MCP server alone (one of the two, not both):
claude mcp add classcad --scope user -- npx -y @classcad/mcp@latest
--scope user writes to ~/.claude.json (all projects); --scope project writes .mcp.json in the current repo instead. Verify with claude mcp list — the entry should show ✔ Connected. Tools appear in the next session (each session spawns its own MCP process); in a running session use /mcp to reconnect.
Manual equivalent in ~/.claude.json / .mcp.json:
{
"mcpServers": { "classcad": { "command": "npx", "args": ["-y", "@classcad/mcp@latest"] } } }
The chat side of the desktop app has its own config and does not read ~/.claude.json:
~/Library/Application Support/Claude/claude_desktop_config.json%APPDATA%\Claude\claude_desktop_config.jsonAdd the same mcpServers block as above. The app runs one MCP connection for all its chats; every chat works on drawings of its own (see Drawings), so one chat never touches another's model. The app is not started from a shell, so it has no PATH: if it cannot start npx, use its absolute path as command (which npx tells you; macOS Homebrew: /opt/homebrew/bin/npx), and if it then cannot find node, add "env": { "PATH": " :/usr/bin:/bin" }. Quit and reopen the app — it spawns MCP servers only at startup. The server then shows up under Settings → Developer, and the chat renders snapshot images inline.
~/.codex/config.toml:
[mcp_servers.classcad]
command = "npx" args = ["-y", "@classcad/mcp@latest"]
Command Palette → MCP: Add Server, or edit .vscode/mcp.json (workspace) / the user MCP config:
{
"servers": { "classcad": { "type": "stdio", "command": "npx", "args": ["-y", "@classcad/mcp@latest"] } } }
(Top-level key servers, and an explicit "type": "stdio".) Switch Copilot Chat to Agent mode; the classcad tools become selectable.
~/.cursor/mcp.json (all projects) or .cursor/mcp.json (one project): the mcpServers block from the Claude Code section.
opencode.json:
{
"mcp": { "classcad": { "type": "local", "command": ["npx", "-y", "@classcad/mcp@latest"] } } }
Most hosts accept the Claude-style mcpServers JSON.
In a new session, ask the agent to *make a box*. The first time, it shows a sign-in link: open it, sign in, and the agent carries on by itself. It should then call run_script and answer with a volume, and the app comes up with the box (in the desktop app's Browser pane, or in your browser); session_info with the drawing the answer named shows "transport": "wasm" (or "ws" when a worker is running). The very first call takes a little longer while the WASM assets download.
Every tool that works on a model takes a drawing. The first call of a model passes "new": the MCP opens a drawing — an engine session of its own, with its own tool queue, checkpoints and app — and the answer names its id (d-k3v9q2xa). Every later call about that model passes that id. A second, unrelated model is a second drawing. docs, list_methods, describe_method, login and account take no drawing, and session_info without one answers for the MCP as a whole.
Why. Some hosts send many conversations through one connection: the Claude desktop chat app and Cowork start one MCP process for all their conversations, Cursor and VS Code one per window. Nothing in a request says which conversation sent it. With one drawing per connection, one conversation's clear or load is another one's lost model. A drawing's id is random, and only the conversation that opened it is told it, so no other conversation reaches it. A call without an id, or with one this connection does not know, is refused and changes nothing. Drawings run side by side: the scripts of two conversations do not wait for each other.
Drawings end with their session (the host's connection). To keep a model beyond that, save it (OFB keeps its features).
Idle drawings sleep. A local engine costs memory: the first one in the daemon about 850 MB, every further one about 350 MB. A drawing nobody used for CLASSCAD_DRAWING_IDLE_MS (10 minutes) gives its engine up: the drawing waits in the daemon as OFB, and its next call — or the next command of the app docked into it — starts an engine and loads it again, under the same ids and with its checkpoints. At most CLASSCAD_DRAWINGS_AWAKE (3) drawings of a connection stay awake; the least recently used one sleeps first. Waking takes a second or two. Drawings on a worker are the worker's sessions and do not sleep.
Every drawing has a live CAD app: Buerligons, the buerli CAD app, docked into the drawing's own engine. The package carries a build of it and serves it itself, so there is nothing to install and it works offline.
App: …), once per drawing: agents do not carry it into every answer. session_info names it, and view returns it and brings the app up again (unless the user already has it open: one tab per drawing is enough).앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요