Skip to main content
Glama

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.

What's inside

Surface

Files

Agent Plugins 1.0.0 portable core

plugin.json, mcp.json, skills/

Claude Code plugin

.claude-plugin/, .mcp.json

Codex plugin

.codex-plugin/, .agents/plugins/marketplace.json

Cursor plugin

.cursor-plugin/

Per-client setup snippets

clients/

MCP Registry

server.json

Vendored spec schemas

schemas/1.0.0/

Related MCP server: MCP Imagen Server

Tools

Tool

What it does

kumori_get_info

Session context: credit balance, generation stats, compact style catalog. Call first.

kumori_list_filters

The live style catalog — slugs, names, descriptions.

kumori_prepare_upload

Pre-signed upload URL for large local images (>4MB).

kumori_generate_image

One image + one style slug → sticker. Exactly one image source; no prompt.

kumori_check_generation

Poll progress; returns image_url and share_url when complete.

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-plugins

Claude 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@kumori

Codex (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@kumori

Cursor (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-plugins

Agent 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:

  1. Call kumori_get_info. OAuth-capable clients open the kumori authorization flow on first use; the connection requests generate read. The response carries your credit balance and a compact style catalog.

  2. Pick ONE style slug — from kumori_get_info or the full kumori_list_filters catalog. The style is the only creative decision; there is no prompt.

  3. Call kumori_generate_image with filter_slug plus exactly one image source: input_image_url (preferred when the image has any URL), input_image_data (base64, up to 4MB), or input_key (from kumori_prepare_upload, for large local files).

  4. Poll kumori_check_generation every 2-3 seconds until completed (typical generation: 45-60s), or pass wait=true to block.

  5. Deliver the result: save image_url when your client has a filesystem, and share share_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 verify

tooling/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.

A
license - permissive license
-
quality - not tested
C
maintenance

Maintenance

Maintainers
Response time
Release cycle
Releases (12mo)
Commit activity

Resources

Unclaimed servers have limited discoverability.

Looking for Admin?

If you are the server author, to access and configure the admin panel.

Related MCP Servers

View all related MCP servers

Related MCP Connectors

  • Generate PWA icon sets and iOS splash screens from a text prompt or an existing image.

  • Generate logos, social posts, app screenshots, comic panels & visual-novel assets from prompts.

  • Sync Lightroom, Figma, Dropbox & Canva assets to WordPress and Shopify via natural language.

View all MCP Connectors

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/creative-int/kumori-plugins'

If you have feedback or need assistance with the MCP directory API, please join our Discord server