Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Your saved nanoodle workflow graphs as MCP tools — BYOK or pay per call in Nano (x402)
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.
NANOGPT_API_KEY비밀로 표시된 값은 내 계정의 열쇠예요. 절대 다른 사람과 공유하거나 채팅에 붙여 넣지 마세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
웹, 데스크톱, 모바일의 Claude에서 쓸 수 있어요:
https://mcp.nanoodle.com/mcpClaude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"nanoodle": {
"command": "npx",
"args": [
"-y",
"nanoodle-mcp",
"--graphs",
"your-value"
],
"env": {
"NANOGPT_API_KEY": "your-value"
}
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add --transport http nanoodle https://mcp.nanoodle.com/mcpclaude mcp add nanoodle --env NANOGPT_API_KEY=your-value -- npx -y nanoodle-mcp --graphs your-value실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"nanoodle": {
"url": "https://mcp.nanoodle.com/mcp"
}
}
}이 서버는 실행 명령어에 값을 넣어야 해서, 설정을 복사한 뒤 직접 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"nanoodle": {
"command": "npx",
"args": [
"-y",
"nanoodle-mcp",
"--graphs",
"your-value"
],
"env": {
"NANOGPT_API_KEY": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"nanoodle": {
"type": "http",
"url": "https://mcp.nanoodle.com/mcp"
}
}
}이 서버는 실행 명령어에 값을 넣어야 해서, 설정을 복사한 뒤 직접 채워 주세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"nanoodle": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"nanoodle-mcp",
"--graphs",
"your-value"
],
"env": {
"NANOGPT_API_KEY": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요:
https://mcp.nanoodle.com/mcp메뉴 이름은 요금제나 시기에 따라 조금 다를 수 있어요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
아직 이 서버의 도구 목록을 읽지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
레지스트리 이름이 GitHub 계정 nanoodlecom 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트를 점검할 때 도구 목록을 읽어요
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.
입력해야 할 값: NANOGPT_API_KEY
둘 다 가능해요. 내 컴퓨터에 설치해도 되고, 클라우드 버전에 연결해도 돼요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.6.0)은 3개월 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. URL로 연결되기 때문에, 원격 MCP 서버를 지원하는 앱(예: 개발자 모드의 ChatGPT)에서도 쓸 수 있어요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, Date Math
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.
Exact date/time math for agents: business days, holidays, time zones, cron, RRULE, SLA. x402 paid.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Build a multi-model media pipeline visually at [nanoodle.com](https://nanoodle.com) — then hand the whole pipeline to your agent as ONE typed tool.
Skill or MCP? Running (or designing) a *single* workflow? The
nanoodle skill is one
command and no setup. This server is for when you've built up a *folder*
of saved graphs and want each one exposed to your agent as its own tool.
Point this MCP server at a folder of noodle-graph.json saves from the nanoodle editor and every graph becomes a callable tool with a derived input schema — in Claude Code, Grok, Claude Desktop, Cursor, VS Code, Windsurf, or anything else that speaks the Model Context Protocol. It speaks stdio to your own agent by default, or HTTP to everyone with serve mode — including charging per call in Nano, so strangers' agents can pay to run your noodles with no account anywhere.
No middleman server, no telemetry — and with wallet mode, no account either. The MCP implementation here is hand-rolled (stdio + streamable HTTP, JSON-RPC 2.0 — small enough to read). Two runtime dependencies: nanoodle (MIT), the zero-dep workflow executor that does all the heavy lifting, and nanocurrency (GPL-3.0) for signing Nano blocks — loaded only on the x402 paths, see Licensing. Your NanoGPT API key goes straight from your machine to nano-gpt.com; it is never logged and never appears on stdout.
Play Iron Verdict: a furnace knight with heavy jumps, punches, ground slams and punishing arena combat. A coding agent built the game using the character-sprites skill.
The character-sprites graph turns a humanoid description into a character reference and a matching parts sheet. The skill's local rig script turns those parts into transparent idle, walk, punch and jump frames with an atlas and timing metadata. The coding agent then implements physics, combat and game rules. The finished game demonstrates that combination; one MCP call returns the reference and parts images, not the complete game.
Mount the character-sprites graph in your server's graph folder to expose it as a tool. Use tools/list to check whether a given server has it mounted and read its input schema before calling. For the published graph, the generation step is:
{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"character-sprites","arguments":{"Character":"A compact furnace knight with an ivory helmet, amber visor, navy armor and brass gauntlets. Outlined 2D platformer art. No weapon or wings."}}}
Install the skill for local extraction and animation (Node 22.23.4+, 24.22.1+, or 26.12.1+ and ffmpeg/ffprobe required). A useful agent request is: “Use character-sprites to make an animated fighter from my description, inspect the joints and alpha edges, then build a small playable arena with heavy gravity and impactful combat.”
You need: Node 22.23.4+, 24.22.1+, or 26.12.1+, a folder of saved graphs (say ~/noodles — see Making graphs), and a nano-gpt.com API key in NANOGPT_API_KEY (or passed via --key / --env-file) — or no key at all with a Nano wallet, see wallet mode.
Optional: `ffmpeg` on PATH. Tools whose graphs include a local-media node (resize, video frames, combine, audio trim/extract) use a pure-JS path for the common case but fall back to ffmpeg/ffprobe for formats it can't handle — JPEG/WebP resize, reading video frames, compressed audio. Without ffmpeg those runs fail (and auto-refund in charge mode); the server prints a warning at startup naming the affected tools. Pure image/LLM/vision tools don't need it. Install with apt install ffmpeg (Debian/Ubuntu) / brew install ffmpeg.
claude mcp add nanoodle --env NANOGPT_API_KEY=your-key-here -- npx -y nanoodle-mcp --graphs ~/noodles
Or install it as a plugin — Claude Code prompts for your noodles folder and API key, and also learns what a noodle is (this repo doubles as a plugin marketplace):
/plugin marketplace add nanoodlecom/nanoodle-mcp
/plugin install nanoodle@nanoodle
grok mcp add nanoodle -e NANOGPT_API_KEY=your-key-here -- npx -y nanoodle-mcp --graphs ~/noodles
Or, for a remote/serve endpoint (no local process, no API key on your machine):
grok mcp add --transport http noodles https://mcp.nanoodle.com/mcp
That writes [mcp_servers.noodles] into ~/.grok/config.toml (or .grok/config.toml with --scope project). Same shape by hand:
[mcp_servers.noodles]
url = "https://mcp.nanoodle.com/mcp" enabled = true
Install in Cursor (then edit the graphs path and key), or add to .cursor/mcp.json yourself:
{
"mcpServers": { "nanoodle": { "command": "npx", "args": ["-y", "nanoodle-mcp", "--graphs", "/absolute/path/to/noodles"], "env": { "NANOGPT_API_KEY": "your-key-here" } } } }
.vscode/mcp.json — note VS Code's root key is servers, not mcpServers:
{
"servers": { "nanoodle": { "type": "stdio", "command": "npx", "args": ["-y", "nanoodle-mcp", "--graphs", "/absolute/path/to/noodles"], "env": { "NANOGPT_API_KEY": "your-key-here" } } } }
~/.codeium/windsurf/mcp_config.json:
{
"mcpServers": { "nanoodle": { "command": "npx", "args": ["-y", "nanoodle-mcp", "--graphs", "/absolute/path/to/noodles"], "env": { "NANOGPT_API_KEY": "your-key-here" } } } }
Same shape as Cursor/Windsurf, in claude_desktop_config.json under mcpServers.
ChatGPT only connects to remote HTTPS MCP servers. The hosted endpoint is already live — add https://mcp.nanoodle.com/mcp (paid per call in Nano, no API key). Local stdio (npx nanoodle-mcp --graphs …) stays BYOK and is not reachable from ChatGPT.
The server runs on your money — either a nano-gpt.com API key (BYOK) or, keyless, your own Nano wallet via x402. Every `tools/call` executes a workflow against the NanoGPT API and spends from that balance — and the caller is usually an AI agent deciding on its own when to call. Point it only at graphs you're happy to have run, and keep an eye on your balance. Each result ends with a cost: $X.XXXX line so the agent (and you) can see what a call cost.
NanoGPT supports x402 accountless payments: a keyless API call answers HTTP 402 with a Nano invoice, you pay it, the call completes. Give the server a wallet and it does this automatically — no NanoGPT account, no API key, no signup anywhere:
export NANO_SEED=<64-hex seed> # account 0 pays; or NANO_PRIVATE_KEY=<64-hex key>
nanoodle-mcp --graphs ~/noodles --max-usd 0.50
Per call, the server: sees the 402 invoice → signs a Nano send block locally → broadcasts it through a Nano RPC node (--nano-rpc / NANO_RPC_URL, default rpc.nano.to) → NanoGPT detects the deposit and returns the result. The seed/private key never leaves the process: only the *signed block* goes to the RPC node, and neither secret is ever logged. An API key, if present, always wins — the wallet is only used keyless.
Proof-of-work reliability. Every send block needs Nano proof-of-work. The server asks the RPC node's work_generate first, but public nodes routinely refuse or throttle it (no GPU, key required); the fallback is local single-threaded CPU work, which can take a minute. Two fast options, both via --work-rpc / NANO_WORK_URL:
--work-rpc https://rpc.nano.to) or Nanswap Nodes (--work-rpc https://nodes.nanswap.com/XNO — the fast work server is on their paid plan; the free one queues for minutes). Put the API key in NANO_WORK_KEY (env or --env-file, never a flag) — it's sent as both a key body field (nano.to style) and a nodes-api-key header (Nanswap style).nano-work-server --cpu-threads 8 -l 127.0.0.1:7076 → work in a few seconds, free forever).Order: --work-rpc (2-minute timeout, so a hung server can't stall a payment) → --nano-rpc node → local CPU. The wallet also precomputes work for the next block the moment one publishes, and serve mode prewarms at boot — with any healthy work source, callers effectively never wait on proof-of-work.
The local-CPU last resort runs on the Node main thread: in --serve mode a send-difficulty grind (minutes) freezes the whole HTTP server while it runs. If your remote work sources are dependable, pass --no-local-work — the send then fails cleanly instead (an unpayable invoice is refused up front, and a failed refund/payout send leaves the balance in the wallet for the next settle to move).
This is a hot wallet. Use a dedicated wallet holding pocket money, not your savings: its balance is a natural spend ceiling, and --max-usd adds a per-call one on top. NanoGPT auto-refunds overpayments and failed generations on its side.
Prefer prepay? Wallet mode settles on-chain per call. If you'd rather pay once and draw down a balance, that's exactly what a NanoGPT account is: deposit crypto (Nano included) into an account, take its API key, and run the server in normal BYOK mode — same tools, one payment instead of many.
--serve)Everything above speaks MCP over stdio to *your own* agent. --serve speaks MCP over streamable HTTP instead, turning a directory of noodles into a service *anyone's* agent can connect to:
nanoodle-mcp --graphs ~/noodles --serve 8402
Callers connect with one command — no key, no signup:
claude mcp add --transport http noodles https://your-host/mcp
grok mcp add --transport http noodles https://your-host/mcp
GET / serves a landing page with the tool list and that exact command (Claude and Grok behind a one-click toggle — same endpoint, same flags), so sharing your server's bare URL *is* the onboarding. Every workflow on it links to its source: an open in editor link (a share link minted from the exact graph file being served — it loads the workflow in the nanoodle editor to inspect, remix, or run on your own key) and its raw graph JSON at /graph/ .json. The page also spells out the economics (deposits settle at metered cost + 20%; the markup is the author's cut on graphs that name a payout address, and the operator's on the rest, and the page says which of yours do) and how to self-host — this server, the editor, and the executor are MIT (licensing). Generated media is served back u
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