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

Read-only probes

MCP server · Data access / search

SkyBuyFly

By skybuyfly.pitchai.net Verified namespace

Compare duty-free prices across airport shops: search, live price checks, history and barcodes.

WebsiteSearch & web data
Connect to SkyBuyFly
Checks passed
13 / 22

1 failed · 8 not measured

Median response
2055 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
9

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Outdated check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?
400
Publisher identityCan the publisher be traced to its source?
312

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 2055 ms.

  • Pass
    Valid handshake

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

  • Pass
    Lists tools

    tools/list returned 9 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 2055 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 2055 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.

  • Pass
    Parameters documented

    16 of 16 parameters have a description (100%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Pass
    Website matches publisher

    The website host matches 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 2026-11-09T23:20:55.597233Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using SkyBuyFly

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 skybuyfly https://skybuyfly.pitchai.net/mcp

Capabilities

Tools 9

get_catalogue_stats

Get the size and freshness of SkyBuyFly's price comparison catalogue: the number of products, the number of airports and when the figures were generated. Relevant when asked how much SkyBuyFly covers.

Discovered
get_featured_products

Get SkyBuyFly's featured airport duty-free products with their airport prices, and the most popular catalogue categories. Not personalised. Relevant when a traveller wants inspiration or asks what is popular at duty free.

Discovered
get_live_prices

Check a product's prices live at every airport shop that sells it: SkyBuyFly opens each shop's page now and confirms the current price. Every offer comes back marked live_confirmed (checked just now) or stored (the last observed price, with its date), cheapest first. Takes about 5-15 seconds. Relevant when a traveller wants current prices or is deciding where to buy. A check of the same product within a minute returns the same result; when SkyBuyFly's price service is busy the answer is rate_limited and lists no offers.

Discovered
get_price_history

Get a product's observed prices per airport over time: SkyBuyFly's 50 most recent observations (the answer says which dates they cover), as each airport's price changes, with the lowest and latest price. Relevant when a traveller asks whether a price is good, has changed or how it developed. It does not check current prices.

Discovered
get_product

Get one SkyBuyFly product by its product_id: its description and size, every stored offer per airport shop (the shop's own price, the price in the requested currency, when it was observed, a link to the SkyBuyFly deal page) and similar products. Relevant when a traveller wants every airport and shop for one product. The prices are stored observations; this tool does not check them live.

Discovered
list_airports

List the airports whose duty-free shops SkyBuyFly compares: IATA code, name, city and the shops' store domains, optionally only those matching a text (code, name or city). Relevant for finding an airport's IATA code or answering which airports are covered.

Discovered
list_currencies

List the currencies SkyBuyFly shows prices in (ISO 4217 code, name, symbol). Every price tool takes one of these codes as currency.

Discovered
lookup_barcode

Find the SkyBuyFly product that carries a barcode (the digits of an EAN-8, UPC-A, EAN-13 or GTIN-14, e.g. read from a box or a photo) with its price at each airport shop that has an offer for that code, and when it was seen. An empty list means no airport shop SkyBuyFly compares sells it. It does not search by name.

Discovered
search_products

Search SkyBuyFly's price comparison of airport duty-free shops by product name, brand or category. Returns one card per product with its price at every airport shop that sells it (cheapest first, in the requested currency), its lowest price (an airport's or an online shop's), its product_id and a link to its SkyBuyFly page. Relevant when a traveller asks what something costs at airports, where it is cheapest, or whether an airport sells it. With airports (IATA codes) it returns only the products listed at every one of them, each card showing those airports' prices. Prices are the latest stored observations, each with its date; this tool does not check them live.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected2055 ms9

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