MCP server · Code & DevOps

GAIP Listing Observer

By tjcgraham-rgb Verified namespace

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

Website Source code

Connect to GAIP Listing Observer

Checks passed: 15 / 22

0 failed · 7 not measured

Median response: 982 ms

Median of successful probes over 7 days

30-day uptime: Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools: 1

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked 2 hr ago

Check summary by test group
Test area	Passed	Unmeasured
ConnectionCan a client connect and discover tools?	5	0
Reliability & speedDoes it respond consistently and quickly?	1	3
Access & authenticationWhat is required to use this server?	1	2
Tool qualityAre the tool definitions usable by an agent?	4	0
Publisher identityCan the publisher be traced to its source?	4	2

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

Pass
Reachable
Latest probe returned HTTP 200 in 1010 ms.
2 hr ago
Pass
Valid handshake
protocolVersion 2025-11-25, serverInfo.name gaip-listing-observer.
2 hr ago
Pass
Lists tools
tools/list returned 1 tools.
2 hr ago
Pass
Current protocol
Negotiated 2025-11-25. The bar is 2025-06-18 or newer.
2 hr ago
Pass
HTTPS
The endpoint URL is https.

Performance

Not measured
Fast (p50)
Median latency 982 ms over 2 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.
Not measured
Consistent (p95)
95th percentile 1007 ms over 2 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.
Not measured
Reliable (uptime)
2 of 2 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.
Pass
Stable tool list
No tool was removed and no required parameter was added in the last 30 days.
2 hr ago

Access

Pass
Open access
tools/list succeeded with no credential, and the record declares none.
2 hr ago
Not measured
Standard auth
Auth is not required, so the OAuth metadata check does not apply.
Not measured
Free tier cited
No publisher quote has been checked.

Tools

Pass
Tools described
Every tool description is at least 20 characters.
2 hr ago
Pass
Valid input schemas
Every inputSchema is a JSON Schema object.
2 hr ago
Pass
Parameters documented
4 of 4 parameters have a description (100%). The bar is 80%.
2 hr ago
Pass
Safety hints
Every tool sets readOnlyHint or destructiveHint.
2 hr ago

Publisher

Pass
Verified namespace
Listed in the Official MCP Registry.
Not measured
Website matches publisher
This namespace is not a reverse domain, so the website comparison does not apply.
Pass
Source repo linked
A repository URL is on file.
Pass
Repo owner matches
The GitHub repository owner matches the namespace login.
Pass
Recently updated
Updated 2026-10-10T08:13:06.614958Z, within 180 days.
1 mo ago
Not measured
Open-source licence
The GitHub licence lookup has not returned an OSI result yet.

Start using GAIP Listing Observer

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

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

Capabilities

Tools 1

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.

Discovered 2 hr ago

Recent measurements

Probe history

View status

Latest stored probes. Raw probe rows are kept for 14 days.
Checked	Result	Response	Tools
2 hr ago	Connected	1010 ms	1
1 day ago	Connected	954 ms	1

Published by

tjcgraham-rgb

Publisher of GAIP Listing Observer, listed under io.github.tjcgraham-rgb.

The namespace matches a verified registry identity. Identity verification does not certify the server’s security.

Publisher website GitHub profile All publisher servers

Server details

Version: 1.5.0
Transport: streamable-http
Authentication: No requirement recorded
Listing source: MCP Registry

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

View registry record

For maintainers

Your MCP, in focus.

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The image links back to this page. It shows checks passed, or uptime, and the colour follows the latest status. Responses are cached for 5 to 15 minutes.

Markdown

[![MCP Heartbeat](https://mcpheartbeat.com/badge/io.github.tjcgraham-rgb/gaip-listing-observer.svg)](https://mcpheartbeat.com/s/io.github.tjcgraham-rgb/gaip-listing-observer)

HTML

<a href="https://mcpheartbeat.com/s/io.github.tjcgraham-rgb/gaip-listing-observer"><img alt="MCP Heartbeat" src="https://mcpheartbeat.com/badge/io.github.tjcgraham-rgb/gaip-listing-observer.svg"></a>

Uptime markdown

[![MCP Heartbeat uptime](https://mcpheartbeat.com/badge/io.github.tjcgraham-rgb/gaip-listing-observer.svg?kind=uptime)](https://mcpheartbeat.com/s/io.github.tjcgraham-rgb/gaip-listing-observer)

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