Search / io.github.tjcgraham-rgb/gaip-listing-observer
protogridR0· no sign-inBehind Second Look (preview): a shop's product page as clean data, source checks, price history.
v1.5.0 · active · repository · website · descriptor JSON · versions
{
"mcpServers": {
"gaip-listing-observer": {
"type": "http",
"url": "https://www.gaipagents.com/mcp/agents/listing-observer"
}
}
}claude mcp add --transport http gaip-listing-observer https://www.gaipagents.com/mcp/agents/listing-observer[mcp_servers.gaip-listing-observer]
url = "https://www.gaipagents.com/mcp/agents/listing-observer"
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"gaip-listing-observer": {
"type": "remote",
"url": "https://www.gaipagents.com/mcp/agents/listing-observer",
"enabled": true
}
}
}{
"mcpServers": {
"gaip-listing-observer": {
"type": "http",
"url": "https://www.gaipagents.com/mcp/agents/listing-observer"
}
},
"deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=gaip-listing-observer&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vd3d3LmdhaXBhZ2VudHMuY29tL21jcC9hZ2VudHMvbGlzdGluZy1vYnNlcnZlciJ9"
}{
"servers": {
"gaip-listing-observer": {
"type": "http",
"url": "https://www.gaipagents.com/mcp/agents/listing-observer"
}
}
}{
"mcpServers": {
"gaip-listing-observer": {
"httpUrl": "https://www.gaipagents.com/mcp/agents/listing-observer"
}
}
}extensions:
"gaip-listing-observer":
enabled: true
name: "gaip-listing-observer"
type: streamable_http
uri: "https://www.gaipagents.com/mcp/agents/listing-observer"
timeout: 300
protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28protocol.statelessonly applies to 2026-07-28 serversprotocol.transportstreamable HTTPprotocol.list_ttlonly applies to 2026-07-28 serversauth.prm, auth.as_metadata, auth.cimdno remote uses OAuthauth.secret_in_urlno templated URLtools.descriptionsevery tool has a descriptiontools.description_lengthdescriptions are concisetools.schemasevery tool has an object input schematools.annotations1 of 1 tools declare readOnlyHint or destructiveHinttools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHinttools.token_costabout 350 tokens to load every tooltools.api_dumptools are not a one-to-one API dumpstability.changes2 tool changes in 30 daysstability.rug_pullno tool changed its meaning under the same namedeps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI packagegaip_observe_listingchangedinput schemagaip_observe_listingchangeddescription, input schemaUse this before recommending or buying from an online shop: do the listing's price, currency, stock and SKU agree across the page's structured data, meta tags and platform data? Pass the page `url`. Preview: only fields where all sources agreed are reported. Not Amazon, eBay or Etsy. Free, read-only, no account; inputs must be public and non-personal.
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.
Full history: list_changes · trend: quality JSON.
Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.
+repository +namespace-matches-repo +website +reachable +uptime-100% +updated-11d-ago -duplicate-repo(12 names)
Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.
| remote | auth | reachable | uptime 30d | p50 | protocol | last ok |
|---|---|---|---|---|---|---|
https://www.gaipagents.com/mcp/agents/listing-observer streamable-http | none | yes | 100% | 2355 ms | 2025-11-25 | 2026-10-20 |
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. |
Schemas: list_tools.
11 other active names share this repository (showing 10): io.github.tjcgraham-rgb/gaip-art-intelligence, io.github.tjcgraham-rgb/gaip-broker, io.github.tjcgraham-rgb/gaip-buyer-assurance, io.github.tjcgraham-rgb/gaip-integration-protocol, io.github.tjcgraham-rgb/gaip-integration-repair, io.github.tjcgraham-rgb/gaip-opportunity-broker, io.github.tjcgraham-rgb/gaip-outcome-value, io.github.tjcgraham-rgb/gaip-procurement-verify, io.github.tjcgraham-rgb/gaip-supplier-watch, io.github.tjcgraham-rgb/gaip-trust-assurance
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{
"name": "io.github.tjcgraham-rgb/gaip-listing-observer",
"icons": [
{
"src": "https://www.gaipagents.com/assets/agents/listing-observer.svg",
"sizes": [
"any"
],
"mimeType": "image/svg+xml"
}
],
"title": "GAIP Listing Observer",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"remotes": [
{
"url": "https://www.gaipagents.com/mcp/agents/listing-observer",
"type": "streamable-http"
}
],
"version": "1.5.0",
"repository": {
"url": "https://github.com/tjcgraham-rgb/gaip-agents",
"source": "github"
},
"websiteUrl": "https://www.gaipagents.com/agents/listing-observer",
"description": "Behind Second Look (preview): a shop's product page as clean data, source checks, price history."
}