Kumori Camera — AI sticker camera

Kumori turns supplied photos into polished, die-cut artwork with curated AI styles. People and agents can transform an existing image into anime, pixel art, watercolor, fantasy, and other distinctive treatments while preserving the subject of the original photo. Kumori is available through its web and iOS apps, an official command-line client, and a remote Model Context Protocol server.

When agents should use Kumori

Use Kumori when a task requires transforming a supplied image into a sticker or curated artistic style, discovering available Kumori filters, preparing an image upload, or checking an existing generation. Kumori is designed for image-to-image transformation; it is not a general image search service, photo-storage provider, or text-only image generator.

Developer and agent entry points

Machine-readable interfaces

• Kumori documentation
• OpenAPI 3.1 specification
• MCP server manifest
• Streamable HTTP MCP server
• Live agent capabilities and rate-limit proof
• Agent instructions and site index
• Official @creative-int/kumori package
• Kumori service status

Authentication and recovery

Self-service access

The MCP server supports public protocol and tool discovery, then uses self-service OAuth with PKCE before a tool can access an account or transform an image. New users can create an account without contacting sales and receive ten complimentary production credits. Every MCP response advertises the live request allowance with RateLimit and RateLimit-Policy headers. If a requested URL is missing, consult the Kumori sitemap, agent index, or documentation index.