kumori
This server does not currently have a deployable release on Glama. Follow the repository's setup instructions to install and configure it for your MCP client, including any required credentials and local dependencies.
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: sticker-mcp
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.
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
Loading tool schema changelog…
This server cannot be deployed
Maintenance
Related MCP Connectors
Turn your AI images into die-cut vinyl stickers. Print specs, sizing, and a ready-to-order link.
Generate product images, posters, reels, and videos from your photos.
Remove backgrounds from images, videos and animated GIFs: transparent cutouts, mattes, GIF stickers.
Create and send an AI-illustrated postcard anywhere in the world
Related MCP Servers
- AlicenseNot gradedqualityDmaintenanceEnables conversational image generation, editing, and refinement through OpenAI models with session memory for iterative creative workflows.47 PyPI1MIT
- AlicenseAqualityDmaintenanceEnables AI to send expressive stickers based on conversation context, with a built-in UI for managing stickers.57MIT
- AlicenseNot gradedqualityBmaintenanceLocal-first custom sticker library for MCP agents, enabling image import, auto-tagging, search, and context-aware retrieval via standard MCP tools.39MIT
- FlicenseNot gradedqualityCmaintenanceEnables users to upload and tag stickers and GIFs through a web page, then lets Claude browse, select, add, retag, or delete them so it can send an image matching the mood of a conversation. Returns ready-to-paste markdown image links that render in markdown-capable chat interfaces.3-