# Kaitoi Studio

> Use this tool when you need to streamline creative production tasks, such as generating visual content or automating design workflows, and integrate them with your AI agent. Kaitoi Studio solves problems related to inefficient manual workflows and limited automation capabilities, allowing for seamless input of creative briefs and output of finalized visual content. It is ideal for use cases where visual content generation and automation are crucial, such as digital marketing, advertising, and media production.

Canonical page: https://skillsregistry.net/skills/io-kaitoi-studio  
JSON: https://api.skillsregistry.net/v1/skills/io-kaitoi-studio

## Description

Build and run visual creative-production workflows from your AI agent.

## Trust

- **Trust score (0–1):** 0.30
- **Verification tier:** unverified
- **Last scanned:** 2026-09-02

## Facts

- **Version:** 0.1.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-02

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.kaitoi%2Fstudio)
- **Repository:** <https://github.com/kaitoilabs/kaitoi-mcp>

## Use it

MCP endpoint published by the skill: `https://mcp.studio.kaitoi.io`

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "io-kaitoi-studio"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/io-kaitoi-studio` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/io-kaitoi-studio/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt