# Vision Bridge MCP Server

> Vision Bridge MCP Server — hopcos-vision-bridge-mcp-server. Use this tool when you need to integrate image understanding into text-based large language models (LLMs), enabling them to process visual data by converting images into text descriptions. It solves problems in applications where text-only models are insufficient, such as image classification, object detection, and scene description. The Vision Bridge MCP Server takes image inputs and outputs text descriptions, supporting various vision backends for flexible deployment.

Canonical page: https://skillsregistry.net/skills/hopcos-vision-bridge-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/hopcos-vision-bridge-mcp-server

## Description

Enables text-only LLMs to understand images by converting them into text descriptions, supporting multiple vision backends like cloud APIs, local models, and OCR engines.

## 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:** media
- **Updated:** 2026-08-29

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/zsqrvjhuiv)
- **Repository:** <https://github.com/Hopcos/vision-bridge-mcp-server>

## 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": "hopcos-vision-bridge-mcp-server"
    }
  }
}
```

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