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Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Other

se.glowjakt/glowjakt

Nordic beauty price comparison: 500k+ EAN-matched products, 70+ stores, true landed-cost pricing.

Checks passed
11 / 22

3 failed · 8 not measured

Median response
85 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
7

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Outdated check

Last connection measurement is over 24 hours old. Current availability is unknown.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
310
Publisher identityCan the publisher be traced to its source?
222

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 85 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name Glowjakt.

  • Pass
    Lists tools

    tools/list returned 7 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 85 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 85 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Fail
    Parameters documented

    0 of 20 parameters have a description (0%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Fail
    Website matches publisher

    The website host does not match the reverse-domain namespace.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Not measured
    Repo owner matches

    This namespace is not an io.github login, so the owner comparison does not apply.

  • Pass
    Recently updated

    Updated 2026-08-06T22:08:38.080124Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using se.glowjakt/glowjakt

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http se-glowjakt-glowjakt https://mcp.glowjakt.se/mcp

Capabilities

Tools 7

compare_product_prices

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.

Discovered
find_deals

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).

Discovered
get_price_history

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.

Discovered
get_product_details

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.

Discovered
get_service_info

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.

Discovered
list_key_ingredients

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.

Discovered
search_beauty_prices

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).

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected85 ms7