# vision-primitives-mcp

> vision-primitives-mcp — zouyuanqing-vision-primitives-mcp. Use this tool when you need to enhance text-only LLMs with visual capabilities, such as image description, object detection, and annotation. It provides 26 visual tools, including OCR, cropping, and anomaly scanning, with switchable VLM backends. Ideal for applications requiring computer vision integration, such as image analysis, automation, and data extraction.

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

## Description

MCP server providing 26 visual tools for text-only LLMs, enabling description, coordinate location, OCR, annotation, cropping/zooming, anomaly scanning, and computer control with switchable VLM backends.

## Trust

- **Trust score (0–1):** 0.65
- **Verification tier:** scanned
- **Last scanned:** 2026-08-29

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/zaj8gh70m5)
- **Repository:** <https://github.com/zouyuanqing/vision-primitives-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": "zouyuanqing-vision-primitives-mcp"
    }
  }
}
```

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