kumori
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@kumoriTurn this photo into a sticker using the 'vintage' style."
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
kumori plugins
kumori for agents: image + style in → sticker out.
This repo packages kumori's remote MCP server and sticker skill as a portable Agent Plugins 1.0.0 plugin, alongside generated setup for today's clients. Send a photo, pick one of kumori's curated styles, and get a die-cut sticker back — there is no prompt anywhere in the grammar.
product: kumori.camera
docs: docs.kumori.camera
endpoint:
https://mcp.kumori.camera/(Streamable HTTP, kumori-owned OAuth)
What's inside
Surface | Files |
Agent Plugins 1.0.0 portable core |
|
Claude Code plugin |
|
Codex plugin |
|
Cursor plugin |
|
Per-client setup snippets |
|
MCP Registry |
|
Vendored spec schemas |
|
Related MCP server: MCP Imagen Server
Tools
Tool | What it does |
| Session context: credit balance, generation stats, compact style catalog. Call first. |
| The live style catalog — slugs, names, descriptions. |
| Pre-signed upload URL for large local images (>4MB). |
| One image + one style slug → sticker. Exactly one image source; no prompt. |
| Poll progress; returns |
The kumori-stickers skill teaches agents the full mechanical loop:
image door → style pick → generate → poll → deliver the file plus the
public share page.
Install
Codex CLI
Copy this kumori setup to ~/.codex/config.toml. OAuth-capable clients authorize on first use; call kumori_get_info after connecting.
[mcp_servers.kumori]
url = "https://mcp.kumori.camera/"Claude Code
Copy this kumori setup to your Claude Code MCP setup. OAuth-capable clients authorize on first use; call kumori_get_info after connecting.
claude mcp add --scope user --transport http kumori 'https://mcp.kumori.camera/'Cursor
Copy this kumori setup to ~/.cursor/mcp.json. OAuth-capable clients authorize on first use; call kumori_get_info after connecting.
{
"mcpServers": {
"kumori": {
"type": "http",
"url": "https://mcp.kumori.camera/"
}
}
}Windsurf
Copy this kumori setup to ~/.codeium/windsurf/mcp_config.json. OAuth-capable clients authorize on first use; call kumori_get_info after connecting.
{
"mcpServers": {
"kumori": {
"serverUrl": "https://mcp.kumori.camera/"
}
}
}VS Code
Copy this kumori setup to .vscode/mcp.json. OAuth-capable clients authorize on first use; call kumori_get_info after connecting.
{
"servers": {
"kumori": {
"type": "http",
"url": "https://mcp.kumori.camera/"
}
}
}Any Streamable HTTP client
For any MCP client that speaks Streamable HTTP with OAuth. Probe the endpoint and its authorization metadata; the client completes the kumori-owned OAuth flow interactively.
# The endpoint requires OAuth end to end - even initialize answers 401
# until the client authorizes. Probe the server and its OAuth metadata:
curl --fail-with-body --silent --show-error 'https://mcp.kumori.camera/'
curl --fail-with-body --silent --show-error 'https://mcp.kumori.camera/.well-known/oauth-protected-resource'Any agent (npx skills)
Install the kumori sticker skill. This does not connect MCP by itself; also use one of the client setup paths above unless your agent already has the kumori plugin.
npx skills add creative-int/kumori-pluginsClaude Code (plugin)
Add the marketplace and install the kumori plugin. Call kumori_get_info and complete the kumori-owned OAuth flow when Claude prompts.
/plugin marketplace add creative-int/kumori-plugins
/plugin install kumori@kumoriCodex (plugin)
Add this repository as a Codex plugin marketplace, install kumori with codex plugin add, then call kumori_get_info and complete OAuth.
codex plugin marketplace add creative-int/kumori-plugins
codex plugin add kumori@kumoriCursor (plugin)
Install kumori from the Cursor plugin marketplace, then call kumori_get_info and complete OAuth when Cursor prompts.
Cursor → Settings → Plugins → Add marketplace → creative-int/kumori-pluginsAgent Plugins (portable)
Any client that implements the Agent Plugins specification can load this repository directly as a plugin: plugin.json is the portable manifest, mcp.json declares the remote MCP server, and skills/ holds the sticker skill. No client-specific setup is required.
Quickstart: authorize and make a sticker
Every install path converges on the same remote MCP server and kumori-owned OAuth flow:
Call
kumori_get_info. OAuth-capable clients open the kumori authorization flow on first use; the connection requestsgenerate read. The response carries your credit balance and a compact style catalog.Pick ONE style slug — from
kumori_get_infoor the fullkumori_list_filterscatalog. The style is the only creative decision; there is no prompt.Call
kumori_generate_imagewithfilter_slugplus exactly one image source:input_image_url(preferred when the image has any URL),input_image_data(base64, up to 4MB), orinput_key(fromkumori_prepare_upload, for large local files).Poll
kumori_check_generationevery 2-3 seconds untilcompleted(typical generation: 45-60s), or passwait=trueto block.Deliver the result: save
image_urlwhen your client has a filesystem, and shareshare_url— the public page for the finished sticker.
Each generation spends one credit; failed generations refund automatically.
Development
kumori.config.ts is the single source of truth; every manifest and the
install block above are generated:
pnpm install
pnpm generate
pnpm verifytooling/smoke.ts validates the portable files against the Agent Plugins
1.0.0 rules — closed field sets, plugin naming, HTTPS remote URL, and skill
frontmatter — so conformance drift fails CI.
License
MIT. schemas/1.0.0/ is vendored verbatim from
agentplugins/agent-plugins-spec
under Apache-2.0.
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