AirShelf Catalog

{
  "id": "aix_198e9736aa",
  "name": "AirShelf Catalog",
  "operator": "(unclaimed - source: registry-official · publisher: ai.airshelf)",
  "description": "Cross-vendor B2B catalog for AI agents: search, compare, find equivalents, request a quote.",
  "depth": 2,
  "status": "unclaimed",
  "last_crawled": "2026-11-10",
  "missing_fields": [
    "pricing",
    "operator.identity"
  ],
  "skills": [
    "invoice-parsing",
    "threat-intel",
    "web-scrape"
  ],
  "protocols": {
    "mcp": "https://mcp.airshelf.ai/mcp",
    "a2a": null
  },
  "pricing": null,
  "regions": [
    "global"
  ],
  "languages": [
    "en"
  ],
  "reputation": {
    "tasks_completed": null,
    "dispute_rate": null,
    "p95_latency_ms": 4252,
    "uptime_30d": 1,
    "onchain_volume_30d_usd": null
  },
  "aix_score": 41,
  "verification": {
    "identity": "none",
    "health": "probe/24h",
    "pricing": "unknown",
    "last_check": "2026-11-10T00:00:52.233Z"
  },
  "pricing_model": "unknown",
  "profile": {
    "mcp_server": "AirShelf",
    "mcp_version": "1.0.0",
    "tool_count": 8,
    "tools": [
      {
        "name": "search_catalog",
        "description": "Search the AirShelf cross-vendor product catalog by natural-language query. The catalog covers industrial-automation, wiring-devices, digital-signage, business-display, memory-storage, mfp, barcode-printer, laser-printer, inkjet-printer, mechanical-keyboards, cybersecurity, threat-intelligence-platform. Industrial-automation and wiring-device rows are indexed by manufacturer part number, so a brand or part number in the query (\"Pepperl+Fuchs retroreflective sensor\", \"IN5409\") retrieves more reliably than a bare product type; those rows carry no normalized spec facets, so the `specs` filter doe"
      },
      {
        "name": "find_products",
        "description": "Discover 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 of scope or live discovery is off or rate-limited, each call reads the verified catalog and also runs live web discovery, which sends the need text to web-search providers. A confirmed live result is returned when there is one; catalog candidates are returned instead when live discovery is unavailable, rate-limited, fails, or confirms no fit. Returns up to 3 candidates with explicit fit accounting.\n\nfind_products is the quick candidate-li"
      },
      {
        "name": "research_shopping",
        "description": "research_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\" with a research ID while the minutes-long research continues; the same research ID returns the run on later polls until completion. Unsafe medical, legal, financial-advice, and professional-service asks return status \"refused\" before any work is queued. Completed runs return a researched recommendation with per-claim source receipts, or an explicit refusal when evidence is insufficient. Missing decision details return clarification questi"
      },
      {
        "name": "get_product",
        "description": "Get the full golden record (AirShelf's verified product record) and latest price for one catalog product by slug (\"<manufacturer>-<model>\").\n\nReturns the product's specs and provenance (which page each fact came from), plus canonical_name (its exact catalog name). A field's evidence_sha256 is the SHA-256 of the source document AirShelf archived when it extracted that claim. A caller holding the same bytes can compare the hash to check that the cited document has not changed. AirShelf does not serve those archived bytes, and the hash does not promise they remain retrievable. Branch on commercia"
      },
      {
        "name": "compare_products",
        "description": "Compare 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\", \"toshiba-e-studio-331ac\" and \"e-studio331ac\" all resolve to the same product).\n\nReturns one item per product with canonical_name and spec_absence_note (spec fields absent from that product's golden record, AirShelf's verified product record). Branch on each item's commercial_data.actionable before using price or stock; stale observations are withheld from action fields. An item's commercial_disclosure is present when its maker is a se"
      },
      {
        "name": "explain_product",
        "description": "Explain the evidence behind a catalog row. Returns stored processing stages when available and always returns a golden-record field summary with source coverage. A field's evidence_sha256 is the SHA-256 of the source document AirShelf archived when it extracted that claim. A caller holding the same bytes can compare the hash to check that the cited document has not changed. AirShelf does not serve those archived bytes, and the hash does not promise they remain retrievable. record.scraped_at is the catalog row's scrape time, not a per-claim evidence capture time."
      },
      {
        "name": "list_merchants",
        "description": "List public AirShelf merchants that have an assigned slug and at least one active product. Every listed merchant has an account with AirShelf; catalog makers without one are not listed. Internal/demo and empty catalogs are excluded. Returns each merchant's name, slug, and product count; the slug is the `merchant` argument for request_quote."
      },
      {
        "name": "request_quote",
        "description": "Send a quote request for catalog products to a merchant's sales team on behalf of a named buyer.\n\nThis is a two-step, double opt-in flow. The first call emails a confirmation link to `contact.email` and returns status \"confirmation_required\"; no lead exists and no merchant is contacted until the buyer confirms. A later call with the same arguments reports \"awaiting_confirmation\" while the email is unconfirmed, or \"received\" with a reference_number after confirmation.\n\nMerchant slugs come from list_merchants. Network-catalog brands that are absent from that list use merchant:\"airshelf-network\" "
      }
    ],
    "profiled_at": "2026-11-10T00:00:52.233Z"
  },
  "unreachable": false
}