# Secure Embedding MCP Server

> Use this tool when you need to generate secure text embeddings while protecting sensitive information. It solves problems related to data privacy and security in natural language processing tasks, such as text analysis and machine learning model training. The tool takes in text inputs and produces secure embeddings as output, with configurable security levels for various use cases.

Canonical page: https://skillsregistry.net/skills/mirrorsecai-mirror-vectax-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/mirrorsecai-mirror-vectax-mcp-server

## Description

Provides secure text embeddings with privacy-preserving features using the Mirror SDK, supporting operations like embedding, masking, and analysis with configurable security levels.

## Trust

- **Trust score (0–1):** 0.60
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-06-12

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/y6r5jwd59v)
- **Repository:** <https://github.com/mirrorsecai/mirror-vectax-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": "mirrorsecai-mirror-vectax-mcp-server"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/mirrorsecai-mirror-vectax-mcp-server` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/mirrorsecai-mirror-vectax-mcp-server/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