ai.airshelf/catalog
AirShelf Catalog
ai.airshelf/catalog costs 3 474 tokens of context per session. It has 8 tool definitions. That is 1.7 % of a 200k window. Measured 2026-10-03.
Cross-vendor B2B catalog for AI agents: search, compare, find equivalents, request a quote.
alive probed 2026-10-03 · HTTP 200
8tools
3.5ktokens for the tool definitions
1.7 %of a 200k context window
1.5 sto initialize
373 msto list tools
- Endpoint
- https://mcp.airshelf.ai/mcp (streamable-http)
- Host
- mcp.airshelf.ai
- Protocol
- 2025-11-25
- Reports itself as
- AirShelf 1.0.0
- Capabilities
- resources, tools
- Instructions
- 5 926 characters
- Registry
- active, updated 2026-06-16 · registry entry
- Reachable
- 2 of the last 2 probes
Most expensive tools
| Tool | Tokens | Share of this server |
|---|---|---|
| search_catalog | 1 217 | 35 % |
| find_products | 544 | 16 % |
| request_quote | 469 | 14 % |
| research_shopping | 389 | 11 % |
| get_product | 348 | 10 % |
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 20:25 | alive | 1.5 s | 8 | 3.5k |
| 2026-10-03 17:45 | alive | 1.5 s | 8 | 3.5k |
Badge
[](https://mcp-pulse.ulehla.dev/s/ai.airshelf/catalog)