# AGY Visual Witness MCP

> AGY Visual Witness MCP — ubadream-agy-visual-witness-mcp. Use this tool when you need to extract structured visual evidence from images, analyze scenes, or compare images for similarities. It solves problems related to image analysis, object detection, and visual data extraction, providing outputs such as scene readings and comparison results. Ideal for use cases requiring detailed visual inspections, such as forensic analysis or content moderation, with inputs including images and targeted questions.

Canonical page: https://skillsregistry.net/skills/ubadream-agy-visual-witness-mcp  
JSON: https://api.skillsregistry.net/v1/skills/ubadream-agy-visual-witness-mcp

## Description

Provides structured visual evidence from images via Google's Antigravity CLI, with tools for scene-level reading, targeted visual questioning, and image comparison prefiltering.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **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/moyshsyo2o)
- **Repository:** <https://github.com/Ubadream/agy-visual-witness-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": "ubadream-agy-visual-witness-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/ubadream-agy-visual-witness-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/ubadream-agy-visual-witness-mcp/pull`

---
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