Cloudinary enables AI systems to trigger and interact with a Cloudinary cloud by exposing Cloudinary Upload & Admin API methods as tools. Functioning as a Model Context Protocol (MCP) server, it facilitates uploading and managing assets within a Cloudinary environment. The server makes calls to the Cloudinary API on your behalf, allowing AI assistants to upload assets, manage existing media, and retrieve usage reports. The integration streamlines the process of integrating Cloudinary's powerful media management capabilities into AI workflows.