# Cleanor

> Cleanor — app-cleanor-cleanor. Use this tool when you need to optimize and convert images without requiring authentication, and manage cited storage, image formats, and QR data for AI model building. Cleanor solves problems related to image processing and data management for AI development, providing a streamlined interface for inputting images and outputting optimized files. It is ideal for use cases where efficient image handling and data organization are crucial for AI model performance and development.

Canonical page: https://skillsregistry.net/skills/app-cleanor-cleanor  
JSON: https://api.skillsregistry.net/v1/skills/app-cleanor-cleanor

## Description

Zero-auth MCP: image optimize, cited storage/format data, and dev utilities LLMs get wrong.

## Trust

- **Trust score (0–1):** 0.84
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 0.1.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** media
- **Updated:** 2026-09-26

## Source

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

## Use it

MCP endpoint published by the skill: `https://mcp.cleanor.app/mcp`

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": "app-cleanor-cleanor"
    }
  }
}
```

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