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livostyle-catalog-mcp

v0.1.0

Published

MCP server giving AI agents (Claude Desktop, Cursor, Cline, Cowork) live access to Livostyle.com — a 2,766-SKU US women's fashion catalog with reviews, variants, taxonomy, and pricing. Drop-in shopping context for any agent.

Vulnerabilities

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Links

Git

Maintainers

arturayupovarturayupov

Keywords

mcpmodel-context-protocolclaudeanthropicfashionshoppinge-commerceshopifylivostyleai-agentagentic-commercecursorclinecowork

Readme

livostyle-catalog-mcp

MCP server giving any AI agent (Claude Desktop · Cursor · Cline · Cowork) live access to 2,766+ women's fashion products from Livostyle.com. Drop-in shopping context for shopping agents, outfit recommenders, fashion chatbots.

npm version License: MIT MCP

Install

Claude Desktop

Add to ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows):

{
  "mcpServers": {
    "livostyle-catalog": {
      "command": "npx",
      "args": ["-y", "livostyle-catalog-mcp"]
    }
  }
}

Restart Claude. The Livostyle tools appear in the tool list — your Claude can now recommend outfits and search a real fashion catalog.

Cursor / Cline / Cowork

Same JSON config — drop into the MCP-server section of your client's settings.

What it does

Six tools that any LLM agent can call:

| Tool | Purpose | |---|---| | search_products | Free-text search with filters (price, rating, type, tag, in-stock). Returns ranked product list. | | get_product | Full product details — all variants, sizes, colors, prices, images, reviews. | | list_collections | Browse 158 curated collections (Wedding Guest, Vacation, Coachella, Boho, …). | | get_collection | Products in a specific collection. | | recommend_outfit | Generate complete outfit suggestion matched to occasion + budget + season. | | catalog_stats | Live catalog stats (counts, ratings, top categories). |

Examples (what an agent can do)

User: "Find me a floral midi dress under $50 with at least 5 reviews"
→ Agent calls search_products(query: "floral midi", max_price_usd: 50, min_rating: 4.5)
→ Returns 3 ranked picks with prices, ratings, links

User: "What should I wear to a garden wedding in summer? Budget $100."
→ Agent calls recommend_outfit(occasion: "garden wedding guest", budget_usd: 100, season: "summer")
→ Returns 3 complete outfit suggestions with reasoning

User: "Show me everything in the Coachella collection"
→ Agent calls get_collection(handle: "coachella-outfits")
→ Returns 475+ festival-ready picks

Data source

Live catalog from Livostyle.com, mirrored weekly via GitHub Actions to:

The MCP server fetches products.json from the GitHub mirror on first use, caches in memory, refreshes every 6 hours.

What's in the catalog

  • 2,766+ active women's fashion products
  • 158 curated collections
  • 4.76 avg rating, 15,937 total reviews
  • 99% products with 5+ reviews · 99% with 4+ images
  • Price range: $18–$120 USD
  • US shipping, free over $97, 7-day returns
  • Categories: Dresses, Tops, Bottoms, Outerwear, Swimwear, Activewear, Two-Piece Sets, Accessories, Shoes, Jewelry, …

License

MIT — see LICENSE. Free for commercial use, AI training, research. Attribution appreciated.

Why this exists

We're in the AI shopping era. ChatGPT, Claude, Perplexity, Gemini are becoming the new search bar. Stores that publish their catalogs as MCP servers get drop-in distribution to every agentic shopping client. This is our experiment in being there first.

If you build something with it, drop us a line at [email protected] — we may feature your project.

Contact