# Vision MCP Server

> Vision MCP Server — black-94-lm-visual-mcp. Use this tool when you need to enhance text-only large language models (LLMs) with visual capabilities, enabling them to process and respond to visual inputs. The Vision MCP Server solves problems of limited contextual understanding by routing requests through multiple vision providers with automatic fallback, ensuring reliable and accurate results. It accepts text-based requests and returns visually-informed responses, ideal for applications requiring multimodal interaction and processing.

Canonical page: https://skillsregistry.net/skills/black-94-lm-visual-mcp  
JSON: https://api.skillsregistry.net/v1/skills/black-94-lm-visual-mcp

## Description

A Model Context Protocol server that provides text-only LLMs with visual capabilities through Z.AI-compatible vision tools, routing requests across multiple providers with automatic fallback.

## Trust

- **Trust score (0–1):** 0.45
- **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/pmaa3oh3t8)
- **Repository:** <https://github.com/black-94/lm-visual-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": "black-94-lm-visual-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/black-94-lm-visual-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/black-94-lm-visual-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