# multimodal-embedding-mcp-server

> multimodal-embedding-mcp-server — hafizzowa-multimodal-embedding-mcp-server. Use this tool when you need to create a local AI agent memory server that integrates multiple data modalities, such as text, images, and audio, to enable efficient information retrieval and querying. It solves problems related to multimodal data management, search, and retrieval, and provides a scalable solution for building AI agent memories. The server accepts multimodal data as input and outputs Gemini embeddings, allowing for seamless integration with various AI applications.

Canonical page: https://skillsregistry.net/skills/hafizzowa-multimodal-embedding-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/hafizzowa-multimodal-embedding-mcp-server

## Description

Build a Local Multi-Modal AI Agent Memory Server Using Gemini Embeddings 2026

## Trust

- **Trust score (0–1):** 0.55
- **Verification tier:** scanned
- **Last scanned:** 2026-09-01

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Category:** ai-ml
- **Updated:** 2026-09-21

## Source

- **Source listing:** [GitHub](https://github.com/Hafizzowa/multimodal-embedding-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": "hafizzowa-multimodal-embedding-mcp-server"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/hafizzowa-multimodal-embedding-mcp-server` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/hafizzowa-multimodal-embedding-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