GAIP Listing Observer

Working · 308 ms

io.github.tjcgraham-rgb/gaip-listing-observerv1.5.0

Behind Second Look (preview): a shop's product page as clean data, source checks, price history.

Commerce

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Try it

Call this server's tools from your browser. Nothing to install.

https://www.gaipagents.com/mcp/agents/listing-observer

Requests go through mcptry because browsers can't call most MCP servers directly. Header values are sent to the server for that request only and are never stored or logged.

Tool list from our last check. Connect live to refresh it.

gaip_observe_listing Read-only

Use this before recommending or buying from an online shop. Pass a product page `url` (or up to 10 `urls`). Returns clean product data (price, stock, GTIN, variants, shipping, returns), whether page and platform agree, and GAIP's price and stock history. Preview. Not Amazon, eBay or Etsy. Free, read-only, no account; inputs must be public and non-personal.

urlstring

Public https link to one product page on a shop's own site (the example is a placeholder: replace it with a real product page).

urlsarray

Up to 10 product page links in one call (instead of url).

max_age_minutesinteger

Answer from GAIP's memory if observed within this many minutes (default 15; 0 reads the shop now).

data_classificationstring

PUBLIC (default) or NON_PERSONAL_PUBLIC. Never send personal data.

Tools (1)

gaip_observe_listing

read-only

Argument	Type	Description
url	string	Public https link to one product page on a shop's own site (the example is a placeholder: replace it with a real product page).
urls	array	Up to 10 product page links in one call (instead of url).
max_age_minutes	integer	Answer from GAIP's memory if observed within this many minutes (default 15; 0 reads the shop now).
data_classification	string	PUBLIC (default) or NON_PERSONAL_PUBLIC. Never send personal data.