# vision-mcp

> vision-mcp — sunqb-vision-mcp. Use this tool when you need to analyze and understand visual data, such as images and diagrams, to extract insights and information. The vision-mcp server provides tools for tasks like OCR, error diagnosis, and UI analysis, accepting image inputs and producing text-based outputs. It is ideal for use cases like automating data extraction, debugging, and technical document analysis.

Canonical page: https://skillsregistry.net/skills/sunqb-vision-mcp  
JSON: https://api.skillsregistry.net/v1/skills/sunqb-vision-mcp

## Description

An MCP server for image understanding via OpenAI-compatible vision models, offering tools for OCR, error screenshot diagnosis, technical diagram reading, data visualization analysis, UI-to-code conversion, and UI diff comparison.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-08-29

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/nyi425dogo)
- **Repository:** <https://github.com/sunqb/vision-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": "sunqb-vision-mcp"
    }
  }
}
```

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