MCP server

GAIP Listing Observer

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

Checked 26 Oct 2026, 08:29 UTC · Connected to it and listed its tools

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

Working at last checkAbout 388 tokens per request once connected1 tools

Website Source

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

At a glance

Type: MCP server
Publisher: Not verified
Status: Working at last check
Tools: 1
Token cost: About 388 tokens per request
Sets up in: Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok
Last checked: 26 Oct 2026, 08:29 UTC

Connect it to your agent

Add to Cursor Add to VS Code VS Code Insiders

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

claude mcp add --transport http gaip-listing-observer https://www.gaipagents.com/mcp/agents/listing-observer

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.gaip-listing-observer]
url = "https://www.gaipagents.com/mcp/agents/listing-observer"

Gemini CLI

{"mcpServers":{"gaip-listing-observer":{"httpUrl":"https://www.gaipagents.com/mcp/agents/listing-observer"}}}

Cursor

{"mcpServers":{"gaip-listing-observer":{"url":"https://www.gaipagents.com/mcp/agents/listing-observer"}}}

VS Code

{"servers":{"gaip-listing-observer":{"type":"http","url":"https://www.gaipagents.com/mcp/agents/listing-observer"}}}

Antigravity

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

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"gaip-listing-observer","server_url":"https://www.gaipagents.com/mcp/agents/listing-observer","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"gaip-listing-observer","server_url":"https://www.gaipagents.com/mcp/agents/listing-observer"}

Tools

gaip_observe_listing ~388 tokens
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

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