Apostle — AI Men's Skincare Commerce

Measured conclusion: Deep-tested. L2 outcome: tools_ok.

Search, compare, and buy Apostle men's skincare: tinted moisturizer, face wash, and sets.

Add to your agent

Copy this into your MCP client config:

{
  "mcpServers": {
    "Apostle — AI Men's Skincare Commerce": {
      "url": "https://searchshopai-mcp.fly.dev/mcp/apostleman",
      "transport": "streamable-http"
    }
  }
}

Measured tools (10)

• shop read-only

  Start 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, or comparison), preserving every qualifier — concerns, skin type, budget, brand. Prefer this tool whenever the request is conversational or carries any nuance. The granular tools (search_products, get_product, compare_products, create_checkout) remain available as precise follow-ups.

  Parameters:

  • request (required) — string — The shopper's complete request in their own words. Include every detail: concern, skin type, budget, brand, product names, questions. Do not summarize or drop qualifiers.
  • brand — string — Secondary hint only — brand filter if stated.
  • intent — string — Secondary hint only — the primary signal is `request`.
  • budget_max — number — Secondary hint only — maximum budget if stated.
  • product_refs — array — Secondary hint only — exact product titles/SKUs when already known.

  Hints: read-only yes · destructive no · idempotent not declared · open-world no

• search_research_notes read-only

  Search 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. Use when asked what SearchShopAI has written or published about a topic.

  Parameters:

  • query (required) — string — Topic or keywords, e.g. 'attribution', 'MCP', 'hallucinated prices'

  Hints: read-only yes · destructive no · idempotent not declared · open-world no

• get_research_note read-only

  Get the summary and URL of a specific SearchShopAI Research Note by its slug (returned by search_research_notes).

  Parameters:

  • slug (required) — string — The note slug, e.g. 'the-ai-attribution-blind-spot'

  Hints: read-only yes · destructive no · idempotent not declared · open-world no

• search_products read-only

  Browse 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 needs personalized recommendations based on skin concerns — use skincare_recommend instead. Returns all matching products with prices, images, and checkout. Unlike skincare_recommend, this does not score or filter — it shows everything that matches so the user can decide.

  Parameters:

  • query (required) — string — Search query (e.g. 'vitamin c serum', 'anti-aging', 'moisturizer under $50')
  • category — string — Filter by exact product category from the catalog (e.g. 'serum', 'treatment', 'cleanser', 'moisturizer'). Do not guess categories — only use this if the user explicitly mentions a catalog category. For general queries like 'devices' or 'bundles', use the query parameter instead.
  • max_price — number — Filter to products at or below this price
  • max_results — integer — Maximum products to return (default 10). Only set this if the user specifies a count — e.g. 'show me 2 devices' → 2. Otherwise leave it unset and the default will return all relevant matches up to 10.

  Hints: read-only yes · destructive no · idempotent not declared · open-world no

• get_product read-only

  Get 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_products or skincare_recommend. Returns a widget card with the product details, image, price, and checkout button.

  Parameters:

  • sku — string — Exact product SKU (e.g. 'LL-4632379916336')
  • title — string — Product title to search for (fuzzy match)

  Hints: read-only yes · destructive no · idempotent not declared · open-world no

• compare_products read-only

  Compare 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 comparison with shared attributes, differences, tradeoffs, and a decision hint.

  Parameters:

  • products (required) — array — Product titles or SKUs to compare (e.g. ['MIRA', 'CryoSculpt'])

  Hints: read-only yes · destructive no · idempotent not declared · open-world no

• create_checkout

  Create 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 automatically — no catalog import needed. Supports discount codes, cart notes, and selling plans. Do not use unless the user wants to buy — use search_products or skincare_recommend first. Returns a direct Shopify checkout link the user can click to buy.

  Parameters:

  • note — string — Cart note visible to the merchant
  • items — array — Products to add to cart by variant ID
  • decision_id — string — Optional — leave unset unless an earlier create_checkout error asked for it.
  • product_urls — array — Products to add to cart by URL — resolved to variant IDs automatically
  • discount_code — string — Discount code to apply (e.g. 'WELCOME10')

  Hints: read-only no · destructive no · idempotent not declared · open-world yes

• check_compatibility read-only

  Check 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 need with MIRA?' or 'does this serum work with CryoSculpt?'

  Parameters:

  • product (required) — string — Product name or SKU to check compatibility for

  Hints: read-only yes · destructive no · idempotent not declared · open-world no

• check_inventory read-only

  Check 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.

  Parameters:

  • product (required) — string — Product name or SKU to check availability for

  Hints: read-only yes · destructive no · idempotent not declared · open-world no

• deals_discounts read-only

  Show 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. Always ask if the customer has a discount code.

  Parameters:

  • discount_code — string — Customer's discount code if they have one

  Hints: read-only yes · destructive no · idempotent not declared · open-world no

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