io.github.sangha-lightanchor/shop-search
shop-search
io.github.sangha-lightanchor/shop-search costs 158 tokens of context per session. It has 2 tool definitions. That is 0.1 % of a 200k window. Measured 2026-10-03.
Product search for AI agents: Amazon + Shopify, cart-to-checkout buy path. Pay-per-call, no API key.
alive probed 2026-10-03 · HTTP 200
2tools
158tokens for the tool definitions
<0.1 %of a 200k context window
634 msto initialize
587 msto list tools
- Endpoint
- https://amazon.lightanchor.ai/mcp (streamable-http)
- Host
- amazon.lightanchor.ai
- Protocol
- 2025-11-25
- Reports itself as
- shop-search 0.1.0
- Capabilities
- tools
- Instructions
- 197 characters
- Repository
- https://github.com/Light-Anchor/shop-search-mcp
- Registry
- active, updated 2026-08-30 · registry entry
- Reachable
- 2 of the last 2 probes
Most expensive tools
| Tool | Tokens | Share of this server |
|---|---|---|
| shop_search_preview | 87 | 55 % |
| get_paid_endpoints | 71 | 45 % |
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 20:39 | alive | 634 ms | 2 | 158 |
| 2026-10-03 17:55 | alive | 398 ms | 2 | 158 |
Badge
[](https://mcp-pulse.ulehla.dev/s/io.github.sangha-lightanchor/shop-search)