io.github.tjcgraham-rgb/gaip-listing-observer
GAIP Listing Observer
io.github.tjcgraham-rgb/gaip-listing-observer costs 327 tokens of context per session. It has 1 tool definitions. That is 0.2 % of a 200k window. Measured 2026-10-03.
Listing Observer preview: a shop product page as clean data, with source checks and price history.
alive probed 2026-10-03 · HTTP 200
1tools
327tokens for the tool definitions
0.2 %of a 200k context window
1.9 sto initialize
612 msto list tools
- Endpoint
- https://www.gaipagents.com/mcp/agents/listing-observer (streamable-http)
- Host
- www.gaipagents.com
- Protocol
- 2025-11-25
- Reports itself as
- gaip-listing-observer 1.4.0
- Capabilities
- prompts, resources, tools
- Instructions
- 779 characters
- Repository
- https://github.com/tjcgraham-rgb/gaip-agents
- Website
- https://www.gaipagents.com/agents/listing-observer
- Registry
- active, updated 2026-10-02 · registry entry
- Reachable
- 2 of the last 2 probes
Most expensive tools
| Tool | Tokens | Share of this server |
|---|---|---|
| gaip_observe_listing | 327 | 100 % |
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Tokens |
|---|---|---|---|---|
| 2026-10-03 20:40 | alive | 1.9 s | 1 | 327 |
| 2026-10-03 17:55 | alive | 1.3 s | 1 | 327 |
Badge
[](https://mcp-pulse.ulehla.dev/s/io.github.tjcgraham-rgb/gaip-listing-observer)