Apostle — AI Men's Skincare Commerce

Connect it to your AI

Claude Code

claude mcp add --transport http apostleman https://searchshopai-mcp.fly.dev/mcp/apostleman

Claude, ChatGPT, Cursor and other apps

Add it as a custom connector with this URL (Streamable HTTP):

https://searchshopai-mcp.fly.dev/mcp/apostleman

Cursor, VS Code and other apps (mcp.json)

{
  "mcpServers": {
    "apostleman": {
      "url": "https://searchshopai-mcp.fly.dev/mcp/apostleman"
    }
  }
}

Tools it offers

10 tools, as the server itself reported during our check on Oct 31, 2026.

• shopStart here for any shopping request. Pass the shopper's COMPLETE request in their own words and this tool will understand it and route to the right capability (personalized recommendation, catalog search, product lookup,
• search_research_notesSearch SearchShopAI's Research Notes blog — data studies, playbooks, and field notes on agentic commerce (AI attribution, MCP, AI catalog accuracy, ChatGPT ads). Returns matching articles with titles, summaries, and URLs
• get_research_noteGet the summary and URL of a specific SearchShopAI Research Note by its slug (returned by search_research_notes).
• search_productsBrowse and search the product catalog. Use when the user wants to see what's available, look up specific products, browse by category, compare options, or asks 'show me' / 'what do you have.' Do not use when the user nee
• get_productGet full details for a specific product by SKU or title. Use when the user asks about a specific product by name (e.g. 'tell me about MIRA', 'show me the serum'). Do not use for browsing or recommendations — use search_p
• compare_productsCompare two or more products side by side. Use when the user asks to compare, says 'X vs Y', or wants to decide between options. Do not use for single product lookup — use get_product instead. Returns structured comparis
• create_checkoutCreate a checkout URL for one or more products. Pass variant IDs (items) and/or product URLs (product_urls). When a product URL is provided (e.g. https://laluer.com/products/mira), the tool resolves it to a variant ID au
• check_compatibilityCheck which products are compatible with a given product. For devices, shows required consumables (e.g., conductive gel for MIRA). For topicals, shows which devices they work with. Use when a customer asks 'what gel do I
• check_inventoryCheck if a product is currently available. Uses Shopify Storefront API to verify real-time stock status. Use when a customer asks 'is MIRA in stock?' or before recommending a product.
• deals_discountsShow available bundles, deals, and ask about discount codes. Use when a customer asks about deals, bundles, savings, or says 'do you have any discounts?' Also use when multiple items are in cart to suggest bundle savings

Questions