Spec Driven Development
by formulahendry
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Runs on your computer★ 440MITUpdated 14 months ago
Install
SUZURI MCP Server
Overview
Description from the maker (original English)
Official remote MCP server for SUZURI.
PopNx MCP’s three pillars
These three are never merged into one score: opinions, measurements and popularity are different things.
- User voiceiNo reviews yetReviews open together with accounts in a later step
- Our basic checksi1 of 1 passedChecked from public information; code not scanned yet
- UsageiNot measured yet★ –
What you can do with it
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
- Connection: Runs in the cloud
- Transport: Streamable HTTP
- Category: Other
Install
Pick the AI app you use, then copy the settings.
Before you install
- Basic checks: 1 of 1 passed
- Runs on the maker’s server: what you ask it goes through their server.
- The registry lists no key to fill in.
You need
- Runs in the cloudNothing to install; it connects over the internet
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Works in Claude on the web, desktop and mobile:
- Open Settings → Connectors
- Press Add custom connector
- Paste the address below and press Add
- If it asks you to sign in, sign in with the maker
https://mcp.suzuri.jp/mcpRun this in your terminal
claude mcp add --transport http suzuri https://mcp.suzuri.jp/mcpOr copy the settings yourself
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"suzuri": {
"url": "https://mcp.suzuri.jp/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Or copy the settings yourself
Paste into .vscode/mcp.json in your project
{
"servers": {
"suzuri": {
"type": "http",
"url": "https://mcp.suzuri.jp/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
- Open ChatGPT on the web → Settings → Connectors (Apps)
- Press Create or Add (some plans need Developer mode under Advanced first)
- Paste the address below, give it a name and save
- If it asks you to sign in, sign in with the maker
https://mcp.suzuri.jp/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
What it can do
We have not read this server’s tool list yet; we check endpoints in rotation.
Basic checksi
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
- ✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account pepabo, which owns the repo
- … Not checked yet
Still maintained
We have not read this repo from GitHub yet
- … Not checked yet
Has a licence
We have not read this repo from GitHub yet
- … Not checked yet
Endpoint responds
Not checked yet; we check endpoints in rotation
- … Not checked yet
Sign-in with OAuth
Not checked yet; we check endpoints in rotation
- … Not checked yet
No hidden instructions in tool descriptions
Not checked yet; we read the tool list when we check the endpoint
Compared with others in Otheri
- More stars than 0% of the other 32680 servers in this category
- Published to the registry more recently than 11% of the other 32680 servers in this category
- Basic checks equal to or better than 100% of the other 32680 servers in this category
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
Common questions
Is SUZURI MCP Server safe?
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
What keys or codes does it need?
The registry does not list a required key, though some servers ask you to sign in on first use.
Does it run on my computer or in the cloud?
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
Is it still maintained?
The GitHub repo last changed –, and the latest version (0.4.0) reached the registry 5 months ago.
Which apps can use it?
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
What can I use instead?
In the same category: Spec Driven Development, Remote Desktop Commander, EmbeddedCI BenchPod
Alternatives
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Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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Install
README from the maker
Open the README
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
SUZURI MCP Server
日本語版 README はこちら / Japanese README
The official remote Model Context Protocol (MCP) server for SUZURI — a print-on-demand merchandise platform operated by GMO Pepabo, Inc.
Upload images or generate text designs, place them on 450+ items to create original goods, and search and explore products — all through natural language conversations with AI assistants.
Endpoint
https://mcp.suzuri.jp/mcpTransport: Streamable HTTP. Authentication: OAuth 2.1 (handled automatically by supported clients).
Features
- Material management — upload image materials, generate text materials, analyze reference images, and manage your existing materials
- Product creation — place materials onto items to create products, preview and compare placements, and use placement presets
- Product discovery — search and browse products, view recommendations, similar items, and curated selections
- Favorites & collections — manage favorites and organize products into "Choice" collections
- Account & activity — view your profile, the users you follow, and your activity feed
Pricing: MCP server access is free. Standard SUZURI fees apply when producing or purchasing goods.
Quick Start
Choose your client below.
Claude Code
claude mcp add --transport http suzuri https://mcp.suzuri.jp/mcpThen run /mcp inside Claude Code and select Authenticate to complete the OAuth flow.
Claude Desktop / claude.ai
Settings → Connectors → Add custom connector → enter:
https://mcp.suzuri.jp/mcpOAuth is handled automatically by Claude.
Cursor
Add to .cursor/mcp.json:
{"mcpServers": { "suzuri": { "url": "https://mcp.suzuri.jp/mcp" } } }
OpenAI Codex CLI
codex mcp add suzuri --url https://mcp.suzuri.jp/mcpGemini CLI
See the Gemini CLI MCP server documentation for adding remote MCP servers.
Local stdio bridge (advanced)
For clients that only support stdio transport, use mcp-remote:
{"mcpServers": { "suzuri": { "command": "npx", "args": ["-y", "mcp-remote", "https://mcp.suzuri.jp/mcp"] } } }
Requirements
- A SUZURI account
- An MCP-compatible client (Claude Desktop, Claude Code, Cursor, OpenAI Codex CLI, Gemini CLI, etc.)
Privacy Policy
- Privacy Policy: GMO Pepabo, Inc. Privacy Policy
- Terms of Service: SUZURI Terms of Service
- Contact: SUZURI contact form
What this server accesses
The server calls the SUZURI API on your behalf using an OAuth 2.1 access token you grant when connecting. Each tool calls one fixed SUZURI endpoint.
- Read — your SUZURI profile, materials, products, sales records, favorites, collections, and activity feed, plus the public catalog (products, users, items).
- Write — only through the write tools you approve: creating and editing materials and products, and managing favorites and collections. This server does not handle purchases or payments; checkout happens on suzuri.jp.
- Image URLs you supply — when you create a material from an image or ask for a reference image to be analyzed, the server fetches that URL so the image can be relayed to SUZURI or inspected.
Storage and retention
- Your SUZURI content (products, materials, sales data) is not cached or stored by this server. Every tool call goes straight to the SUZURI API.
- OAuth tokens are encrypted at rest (AES-256-GCM) and expire automatically: authorization sessions and codes after 10 minutes, access tokens at their expiry.
- An audit log line is recorded when you complete authorization, containing the MCP client ID, your SUZURI user ID and user name, and the granted scope. Access tokens are never logged.
- Tool arguments and conversation content are not logged or stored.
Third parties
Outbound requests go only to suzuri.jp and to image URLs you explicitly supply. No data is shared with any other third party by this server.
Your controls
- Disconnect the connector in your MCP client at any time to stop all access.
- Access tokens can be revoked through SUZURI's OAuth revocation endpoint, and expire on their own.
- For disclosure, correction, or deletion of your personal data, see section 13 of the Privacy Policy.
Support
- For service-related inquiries: SUZURI contact form
- For issues with this repository: please open a GitHub Issue
License
MIT