Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者による説明(英語の原文)
Your saved nanoodle workflow graphs as MCP tools — BYOK or pay per call in Nano (x402)
この3つを1つのスコアにまとめることはしません。意見、測定、人気はそれぞれ別のものだからです。
このサーバーのやさしい解説はまだ書いていません。以下はレジストリから読み取った事実です。
使っているAIアプリを選んで、設定をコピーしてください。
NANOGPT_API_KEY「秘密」と表示された値は、あなたのアカウントの鍵です。絶対に人に教えたり、チャットに貼り付けたりしないでください。
必要なもの
どのアプリを使っていますか?
上でアプリを選んでください。選んだアプリを覚えておくので、次からはボタンに「…にインストール」と表示されます。
ウェブ、デスクトップ、モバイルのClaudeで使えます:
https://mcp.nanoodle.com/mcpClaude Desktop → Settings → Developer → Edit Config を開き、claude_desktop_config.json にこれを貼り付けます
{
"mcpServers": {
"nanoodle": {
"command": "npx",
"args": [
"-y",
"nanoodle-mcp",
"--graphs",
"your-value"
],
"env": {
"NANOGPT_API_KEY": "your-value"
}
}
}
}ターミナルでこれを実行します
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-value動かす前に、空欄の値を入力してください。
プロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます
{
"mcpServers": {
"nanoodle": {
"url": "https://mcp.nanoodle.com/mcp"
}
}
}このサーバーは起動コマンドに値を入れる必要があるので、設定をコピーして入力してください。
プロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます
{
"mcpServers": {
"nanoodle": {
"command": "npx",
"args": [
"-y",
"nanoodle-mcp",
"--graphs",
"your-value"
],
"env": {
"NANOGPT_API_KEY": "your-value"
}
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
プロジェクトの .vscode/mcp.json に貼り付けます
{
"servers": {
"nanoodle": {
"type": "http",
"url": "https://mcp.nanoodle.com/mcp"
}
}
}このサーバーは起動コマンドに値を入れる必要があるので、設定をコピーして入力してください。
プロジェクトの .vscode/mcp.json に貼り付けます
{
"servers": {
"nanoodle": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"nanoodle-mcp",
"--graphs",
"your-value"
],
"env": {
"NANOGPT_API_KEY": "your-value"
}
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
ChatGPTがつなげるのは、インターネット上のサーバーだけです:
https://mcp.nanoodle.com/mcpメニューの名前は、プランや時期によって少し違うことがあります。
選んだアプリは、この端末のCookieに保存されます。アカウントは不要です。
この設定は、作者のレジストリ登録情報から作成しています。READMEと違う場合は、READMEに従ってください。
このサーバーのツール一覧はまだ読み取っていません。エンドポイントは順番にチェックしています。
誰でも見られる情報をチェックしており、コードは読んでいません。当てはまらない項目は数に入れていません。 · 2026年11月7日にチェック
レジストリ名は、リポジトリを所有するGitHubアカウント nanoodlecom で確認済みです
このリポジトリはまだGitHubから読み取っていません
このリポジトリはまだGitHubから読み取っていません
まだチェックしていません。エンドポイントは順番にチェックしています
まだチェックしていません。エンドポイントは順番にチェックしています
まだチェックしていません。エンドポイントをチェックするときにツール一覧を読み取ります
レジストリでこのカテゴリにある有効なすべてのサーバーと比較しています。スターは、公開者がリポジトリの所有者である場合だけ数えます。
当てはまる基本チェック1項目のうち1項目に合格しました。コードは読んでいません。キーやトークンを追加する前に、サーバーがどんなアクセスを求めているかを確認し、必要な権限だけを持つキーを使ってください。
入力が必要なもの:NANOGPT_API_KEY
どちらでも使えます。パソコンにインストールしても、クラウド版につないでもかまいません。
GitHubリポジトリの最終更新は–、最新バージョン(0.6.0)がレジストリに届いたのは3 か月前です。
Claude Desktop、Claude Code、Cursor、VS CodeなどのMCP対応アプリで使えます。URLでつながるので、リモートMCPサーバーに対応したアプリ(開発者モードのChatGPTなど)でも使えます。
同じカテゴリには:Spec Driven Development, Remote Desktop Commander, 好縮 Short
同じカテゴリで、ほかの作者が作ったサーバー。スターの多い順。
カードの見方:★ GitHubスターi3つの柱:レビュー · チェック · 利用状況i更新=最新バージョンをレジストリに公開した日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.
Smart URL shortener: create, tag and track short links on s.gooo.name.
作者のリポジトリから書かれたとおりにコピーしたものです。PopNx MCPは内容を確認・推奨していません。HTML、画像、スクリプトは取り除いています。リンクはこのサイトの外へ移動します。
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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