# Vistoya

> Use this tool when you need to access a comprehensive fashion catalog with ease, enabling AI agents to efficiently search, discover, and retrieve product information through structured filters or natural language queries. It solves problems related to product discovery, recommendation, and data retrieval in the fashion industry. The Vistoya MCP server provides a streamlined interface with a single Streamable HTTP connection for input and output.

Canonical page: https://skillsregistry.net/skills/vistoya-vistoya-mcp  
JSON: https://api.skillsregistry.net/v1/skills/vistoya-vistoya-mcp

## Description

The Vistoya MCP server gives AI agents direct access to a curated, multi-brand fashion catalog. Agents can search by structured filters, discover products through natural language, find similar items, and retrieve full product details — all over a single Streamable HTTP connection.

## Trust

- **Trust score (0–1):** 0.92
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/wyxzzn30h9)
- **Repository:** <https://github.com/vistoya/vistoya-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": "vistoya-vistoya-mcp"
    }
  }
}
```

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