# Makuri

> Use this tool when you need to provide adaptive learning support to multilingual learners, particularly immigrant children, with a focus on language acquisition and academic support. Makuri offers EU-compliant educational content and tutoring tools, ensuring GDPR-aligned data handling for secure and private learning experiences. It is ideal for AI agents requiring access to educational resources with a privacy-first architecture.

Canonical page: https://skillsregistry.net/skills/cogniledger-makuri  
JSON: https://api.skillsregistry.net/v1/skills/cogniledger-makuri

## Description

Makuri is an EU-compliant AI tutoring platform designed for immigrant children, with a focus on GDPR-aligned data handling. The MCP server exposes educational content and tutoring tools to AI agents, enabling adaptive learning support for multilingual learners. Built and hosted by CogniLedger, the platform targets children's language acquisition and academic support with privacy-first architecture.

## Trust

- **Trust score (0–1):** 0.64
- **Verification tier:** scanned
- **Last scanned:** 2026-09-01

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-01

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/cogniledger-makuri)
- **Repository:** <https://github.com/cogniledger/cogniledger-mcp-makuri>

## 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": "cogniledger-makuri"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/cogniledger-makuri` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/cogniledger-makuri/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