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    MCP

    MCP media tools for agents

    Give agents structured entry points for images and video without shell hacks.

    Tools: media docsMCP overview
    • Predictable tool names for planners
    • Reduced mismatch between CLI experiments and production
    • Easier reviews—logs live next to creative

    Pair with REST for hybrid stacks

    Some steps belong in agents; others belong in microservices—design boundaries explicitly.

    How it works

    1. Read tool schemas

      Map agent capabilities to actual parameters.

    2. Dry-run prompts

      Use cheap tiers before flagship runs.

    3. Promote to scheduled jobs

      Cron or queue workers call the same tools.

    Media tools reference

    Open documentation

    Related product pages

    Media tools (docs)MCP overviewMedia Studio

    Related topics

    MCP automation for AI media on Kubeez

    Connect Kubeez to Cursor, Claude, and other MCP clients to automate image, video, music, and dialogue generation from your own workflows.

    Open MCP documentation

    MCP music tooling

    Trigger Kubeez music generation from MCP clients—align prompts with the documented music tool surface.

    Music tools docs

    REST API for AI image generation

    Create and iterate AI images over HTTP with Kubeez—ideal for catalogs, merchandising, and marketing ops at scale.

    Image tools
    Start here

    Run it on Kubeez

    Open the workspace and run it yourself. Kubeez shows the credit cost of a job before you spend anything.

    Tools: media docsMCP overview