Glowjakt MCP Server

Search the beauty catalog and return the lowest current price per product. Use when the user wants to find a beauty product, see what it costs, or browse products by category, price, ingredients or brand values. Results are grouped by EAN barcode: each product appears once, at the lowest price among stores that currently have it in stock (or the lowest listed price if it is sold out everywhere). Prices exclude shipping; compare_product_prices returns shipping cost and total delivered price per store for one product. A non-empty query is required unless at least one filter (category, key_ingredient, exclude_ingredient, exclude_controversial, attribute or max_price) is set; an empty query with filters browses the catalog. Each product carries two stock figures: store_count - stores that list the product, including sold out in_stock_store_count - stores that have it in stock right now Ingredient filters map from natural language like this: - "moisturizer with retinol" -> key_ingredient="retinol" - "serum with retinol or vitamin C" -> key_ingredient="retinol,vitamin-c" (OR) - "shampoo without sulfates and silicones" -> exclude_ingredient="sls,silicones" - "fragrance-free / clean formulation" -> exclude_controversial=True (excludes fragrance/parfum, parabens, silicones, SLS, mineral oil, formaldehyde, phenoxyethanol, propylene glycol, denatured alcohol) Args: query: Product, brand or product type, e.g. "cerave foaming cleanser". country: Market - "se" (Sweden), "no" (Norway), "dk" (Denmark), "fi" (Finland). More markets may be added over time; get_service_info returns the current list. category: Optional filter: skincare, makeup, haircare, fragrance, nails, body, accessories. max_price: Optional maximum price in the market's local currency. key_ingredient: Ingredient-group slug(s) the product must contain. Comma-separated = OR (contains any of them), e.g. "retinol" or "retinol,niacinamide". list_key_ingredients returns all valid slugs. exclude_ingredient: Ingredient-group slug(s) the product must not contain, e.g. "fragrance" or "sls,silicones". exclude_controversial: Exclude all commonly avoided ingredients at once (the list above). attribute: Brand-level values filter. Slugs: "vegansk" (vegan), "djurtestfri" (cruelty-free), "ekologisk" (organic/natural), "skonsam" (gentle/free-from), "hallbar" (sustainable). Comma-separated = AND (brand must match all). A brand matches on either a third-party certification or its own stated claim; get_product_details shows which applies. limit: Maximum number of results (1-20).

Compare one product's price across all stores that sell it. Use when the user asks where to buy a specific product or wants to see every store's price for it. Get product_slug from search_beauty_prices. Returns every store offer with item price, stock status and a buy link, sorted by item price. Offers from stores where the product is currently sold out are included, so store_count matches search_beauty_prices; in_stock_store_count counts offers that can ship now. Each in-stock offer also includes shipping_cost, free_shipping_threshold and price_incl_shipping (item price plus that store's shipping for a single-item order). cheapest_store_incl_shipping names the store with the lowest delivered price; is_cheapest marks the lowest item price. Stores whose minimum order value exceeds the item price are marked below_min_order. Args: product_slug: The product_slug value from search_beauty_prices. country: Market - "se" (Sweden), "no" (Norway), "dk" (Denmark), "fi" (Finland). More markets may be added over time; get_service_info returns the current list.

List beauty products currently discounted in a market, largest discount first. Use when the user asks for current sales, offers or discounts, optionally within a category. discount_percent is calculated from each store's own previous list price (original_price), not from historical prices. Large percentages can be one-off clearance prices; get_price_history shows the actual price trajectory for a product. Prices exclude shipping. Args: country: Market - "se" (Sweden), "no" (Norway), "dk" (Denmark), "fi" (Finland). More markets may be added over time; get_service_info returns the current list. category: Optional filter: skincare, makeup, haircare, fragrance, nails, body, accessories. min_discount: Optional minimum discount percent (e.g. 30). Applied to the fetched top deals; the returned count reflects it, total_on_sale does not. limit: Maximum number of results (1-20).

List the 67 ingredient groups accepted by key_ingredient and exclude_ingredient in search_beauty_prices. Use when you need a valid ingredient slug, or to show the user which ingredients can be filtered on. Slugs are the same in every market; display names are localized. Groups in the "Controversial" category are the ones removed by exclude_controversial=True. Args: country: Market for localized display names - "se" (Sweden), "no" (Norway), "dk" (Denmark), "fi" (Finland). More markets may be added over time; get_service_info returns the current list.

Return the recent price history for one product (lowest price per day over the last 30 days). Use when the user asks whether a price has changed recently, whether a current discount is new, or whether today's price is typical for the product. Get product_slug from search_beauty_prices. Args: product_slug: The product_slug value from search_beauty_prices. country: Market - "se" (Sweden), "no" (Norway), "dk" (Denmark), "fi" (Finland). More markets may be added over time; get_service_info returns the current list.

Return full details for one product: INCI ingredient list, key ingredients, description, images, and brand-level certifications and claims. Use when the user asks what a product contains, whether it includes or avoids a specific ingredient, or whether a brand's vegan, cruelty-free or organic status is certified. Get product_slug from search_beauty_prices. Most cosmetic products have an INCI list; devices and accessories (mirrors, straighteners, brushes) do not. certifications lists third-party certifications (e.g. Ecocert, Leaping Bunny, The Vegan Society). brand_claims_unverified lists statements made by the brand itself; present them as the brand's own claims. Args: product_slug: The product_slug value from search_beauty_prices. country: Market - "se" (Sweden), "no" (Norway), "dk" (Denmark), "fi" (Finland). More markets may be added over time; get_service_info returns the current list.

Return service information: operator, supported markets with live catalog statistics, how prices are matched, and an overview of the available tools. Use when you need to know which markets are supported or how the service works before calling other tools.