# Kaitoi Studio MCP Server

> Kaitoi Studio MCP Server — kaitoi-labs-kaitoi-mcp. Use this tool when you need to integrate AI agents with a workflow engine for creative production, enabling them to build and manage media pipelines with multiple AI providers. It solves problems of complex media processing and automation, allowing for streamlined workflows and efficient collaboration. The tool accepts graph-based node configurations as input and outputs managed media pipelines, ideal for use cases involving multi-AI provider workflows and automated content creation.

Canonical page: https://skillsregistry.net/skills/kaitoi-labs-kaitoi-mcp  
JSON: https://api.skillsregistry.net/v1/skills/kaitoi-labs-kaitoi-mcp

## Description

Enables AI agents to interact with Kaitoi Studio's workflow engine for creative production, allowing them to build, run, and manage media pipelines using a graph of nodes from multiple AI providers.

## Trust

- **Trust score (0–1):** 0.30
- **Verification tier:** unverified
- **Last scanned:** 2026-08-29

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** devops-ci
- **Updated:** 2026-08-29

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/y6uzrykcnv)
- **Repository:** <https://github.com/kaitoi-labs/kaitoi-mcp>

## Use it

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": "kaitoi-labs-kaitoi-mcp"
    }
  }
}
```

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