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AI and media

Kuchi

io.github.KalarisLabs/kuchi · v1.3.0

Pick a real launch video as a template, get its frame-by-frame breakdown and plan your own remake.

Website Source code Set it up

Connect Remote server

Terminal
claude mcp add --transport http kuchi https://kuchi.kalarislabs.com/mcp
~/.cursor/mcp.json
{
  "mcpServers": {
    "kuchi": {
      "url": "https://kuchi.kalarislabs.com/mcp"
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "kuchi": {
      "type": "http",
      "url": "https://kuchi.kalarislabs.com/mcp"
    }
  }
}
Claude Desktop
Settings > Connectors > Add custom connector
URL: https://kuchi.kalarislabs.com/mcp

Tools 11 found in our last check

  • kuchi_get_workflow

    Get Kuchi's workflow for turning a reference into the user's own launch video: how to pick a reference, how to analyse each shot from the storyboard sheets, what to ask the user for, how to match timing to the frame, and how to check the result against the reference. Returns Mar…

  • kuchi_suggest_templates

    Get a short list of Kuchi launch videos for the user to choose their template from, ranked against what they want and what they can supply. Pass what is known: a few words on the product and the feel wanted, preferred styles, theme, pace, aspect ratio, target length and the kind…

  • kuchi_search_videos

    Search Kuchi's launch-video references by product type, brand, motion style, format, pace, theme, aspect ratio or length. Returns one page of videos with notes on their motion, measured rhythm (shots, pace, theme), a poster image, a storyboard sheet and a playable Kuchi link. Us…

  • kuchi_get_video

    Get one Kuchi reference by id, slug, Kuchi link or X post URL: playable video file, poster, storyboard sheet, length, size, aspect ratio, styles, measured rhythm and notes on its motion. Use kuchi_search_videos to find ids and kuchi_get_breakdown for the shot list.

  • kuchi_list_filters

    List every motion style, category, format, aspect ratio, pace and theme in Kuchi, with how many videos each has, to use as filters in kuchi_search_videos. Also lists the shot kinds a shot is classified into when you analyse a storyboard.

  • kuchi_get_breakdown

    Get the shot-by-shot breakdown of one Kuchi reference, measured from every frame of its video file. Returns exact facts (fps, frame count, length), every shot's start and end in seconds and frames, how it enters (cut, animated transition, hold or blank frame), how much of the fr…

  • kuchi_plan_remake

    Plan a launch video for the user's product, using a Kuchi reference as an inspiration template. Pass the user's own product details and assets, and your shot_analysis: the kind of each reference shot, read from the storyboard sheets of kuchi_get_breakdown. Returns what to borrow…

  • kuchi_check_remake

    Check a drafted or finished remake against the rules for using a Kuchi reference. Pass your shot list: timing, the reference shot each one rebuilds, how it enters, the on-screen text, and where each asset came from. Flags text that carries over the reference's brand, assets take…

  • search

    Search Kuchi launch-video references. Returns ids to pass to fetch. Same catalog as kuchi_search_videos.

  • fetch

    Fetch one Kuchi reference by the id from search, with its notes, links and metadata.

  • kuchi_send_feedback

    Send feedback about this server to its developers: a capability you needed that no tool provides, a tool that failed or misled you, or something that worked well. Records the feedback; it does not add or change tools. Leave out personal or sensitive details.

Details

Endpointhttps://kuchi.kalarislabs.com/mcp (Streamable HTTP)
First published13 Nov 2026
Last updated13 Nov 2026
Registry nameio.github.KalarisLabs/kuchi

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