ai.airshelf/catalog
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Publisher-provided title
AirShelf Catalog
Publisher-provided description
Cross-vendor B2B catalog for AI agents: search, compare, find equivalents, request a quote.
Summary by lookupd
Search, compare and price-check B2B catalog products across vendors, and send quote requests to merchant sales teams.
Install
Claude Code, remote (streamable-http)
claude mcp add --transport http catalog https://mcp.airshelf.ai/mcp
Codex, remote (streamable-http)
codex mcp add catalog --url https://mcp.airshelf.ai/mcp
Cursor, remote (streamable-http) → .cursor/mcp.json
{
"mcpServers": {
"catalog": {
"url": "https://mcp.airshelf.ai/mcp"
}
}
}Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.
Tools (8 tools)
Publisher-provided text
search_catalogSearch the AirShelf cross-vendor product catalog by natural-language query. The catalog covers industrial-automation, wiring-devices, digital-signage, business-find_productsDiscover candidate products for a buyer need. Takes a need in natural language (e.g. "best value home espresso machine", market "TH"), Unless the need is out ofresearch_shoppingresearch_shopping is the full verified-research job; find_products is the quick candidate-list tool. It runs as a background job and returns status "running" wiget_productGet the full golden record (AirShelf's verified product record) and latest price for one catalog product by slug ("<manufacturer>-<model>"). Returns the produccompare_productsCompare 2-10 catalog products side-by-side on their datasheet specs. Slugs come from search_catalog and are case-insensitive and dash-tolerant ("e-STUDIO 331AC"explain_productExplain the evidence behind a catalog row. Returns stored processing stages when available and always returns a golden-record field summary with source coveragelist_merchantsList public AirShelf merchants that have an assigned slug and at least one active product. Every listed merchant has an account with AirShelf; catalog makers wirequest_quoteSend a quote request for catalog products to a merchant's sales team on behalf of a named buyer. This is a two-step, double opt-in flow. The first call emails
Details
- Version: 1.0.0
- Transports: streamable-http
- Uptime (7 days): 100%
- Median latency: 1074 ms
- First indexed:
- Last seen in registry:
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[](https://lookupd.com/servers/ai.airshelf/catalog)
- 62033 servers
- Last crawl: 2026-11-11T15:38:39.561Z
- API base:
https://api.lookupd.com - MCP URL:
https://api.lookupd.com/mcp