GAIP Listing Observer

io.github.tjcgraham-rgb/gaip-listing-observer

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

Yes, your AI can use this right now.Answered a live MCP handshake in 2008 ms with no sign-in needed and exposes 1 tools.

Connect it

Settings → Connectors → Add custom connector
URL: https://www.gaipagents.com/mcp/agents/listing-observer

1 tools, verified live

Pulled straight from the server with tools/list on 2026-10-17.
gaip_observe_listingread-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.

Alternatives in Developer Tools

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Try “Notion”, “Stripe”, “create invoice”, “browser”