# agent-vision-mcp

> agent-vision-mcp — aabbccddwasd-agent-vision-mcp. Use this tool when you need to analyze images using non-vision language models, enabling reliable image understanding via OpenAI-compatible vision APIs. It solves problems of truncation, empty responses, and timeouts, providing accurate image analysis outputs. Ideal for use cases requiring image-based insights, such as visual question answering or image classification, with inputs of images and outputs of analyzed text responses.

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

## Description

Enables non-vision LLMs to analyze images via any OpenAI-compatible vision API. Hardened against truncation, empty responses, and timeouts for reliable analysis.

## Trust

- **Trust score (0–1):** 0.30
- **Verification tier:** unverified
- **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/qkf7ih1xcp)
- **Repository:** <https://github.com/aabbccddwasd/agent-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": "aabbccddwasd-agent-vision-mcp"
    }
  }
}
```

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