FLORA extends beyond its canvas and becomes accessible via MCP, API, and CLI.

FLORA expands beyond its canvas, launching an MCP protocol, API, and CLI to integrate image and video generation directly into developer and team workflows.

FLORA, the visual creation tool organized around a canvas and reusable techniques, is moving beyond its interface to become callable from the environments where teams work. Three surfaces are now available. The first is based on the MCP protocol and is aimed at those operating from Claude, ChatGPT, Cursor, or any other compatible client: you can launch your techniques, generate images and videos, upload references, and organize your projects without leaving the conversation, with the canvas remaining continuously synchronized.

The second is an API designed for automation, internal tools, and production pipelines. It allows you to execute techniques, generate, upload and read from your library, then combine everything with the rest of your infrastructure. For example, a content management system can trigger a packshot technique on new photographs, produce variations, and resize them for each channel.

The third is a command-line interface intended for developers and creative engineers working from a terminal. It opens up technique execution to scripting, version control, and deployment alongside code. Among the uses already observed are the batch generation of advertising variants, calling the same technique tens of thousands of times per month for product mockups, or the production of assets with the exact colors of a brand guide directly from the code editor.