Official MCP RegistryListed
GAIP Listing Observer
Listing Observer preview: a shop product page as clean data, with source checks and price history.
First seen 2 Oct 2026. Evidence as of 4 Oct 2026.
1
Tools
From an anonymous probe
1
Source listings
Each with its own history
0
Recorded changes
Since first seen
Tools
| Tool | Description | Behaviour |
|---|---|---|
| gaip_observe_listing | 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. | Read-only |
Change history
No changes since the first observation. The first snapshot is the baseline.
| Source | Listing | First seen | Last seen | Versions |
|---|---|---|---|---|
| Official MCP Registry | io.github.tjcgraham-rgb/gaip-listing-observer | 2 Oct 2026 | 3 Oct 2026 | 1 |