MCP server

AirShelf Catalog Official

ai.airshelf/catalog

Checked 26 Oct 2026, 08:29 UTC · Connected to it and listed its tools

Cross-vendor B2B catalog for AI agents: search, compare, find equivalents, request a quote.

At a glance

Type

MCP server

Publisher

airshelf.ai (verified by the MCP Registry)

Status

Working at last check

Tools

8

Token cost

About 4,123 tokens per request

Sets up in

Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok

Last checked

26 Oct 2026, 08:29 UTC

Connect it to your agent

Add to CursorAdd to VS CodeVS Code Insiders

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

claude mcp add --transport http catalog https://mcp.airshelf.ai/mcp

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.catalog]
url = "https://mcp.airshelf.ai/mcp"

Gemini CLI

{"mcpServers":{"catalog":{"httpUrl":"https://mcp.airshelf.ai/mcp"}}}

Cursor

{"mcpServers":{"catalog":{"url":"https://mcp.airshelf.ai/mcp"}}}

VS Code

{"servers":{"catalog":{"type":"http","url":"https://mcp.airshelf.ai/mcp"}}}

Antigravity

agy mcp add catalog https://mcp.airshelf.ai/mcp

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"catalog","server_url":"https://mcp.airshelf.ai/mcp","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"catalog","server_url":"https://mcp.airshelf.ai/mcp"}

Tools

• compare_products ~322 tokens
  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). Returns one item per product with canonical_name and spec_
• explain_product ~232 tokens
  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
• find_products ~729 tokens
  Discover candidate products for a buyer need. Takes a need in natural language (e.g. "best value home espresso machine", market "TH"), checks the verified catalog first, then uses live web discovery only when the catalog has no candidates. Returns up to 3 candidates with explicit fit accounting. fi
• get_product ~474 tokens
  Get the full golden record (AirShelf's verified product record) and latest price for one catalog product by slug ("<manufacturer>-<model>"). Returns 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 SH
• list_merchants ~112 tokens
  List public AirShelf merchants that have an assigned slug and at least one active product. 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.
• request_quote ~629 tokens
  Send 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 a confirmation link to `contact.email` and returns status "confirmation_required"; no lead exists and no merchant is contacted until the buy
• research_shopping ~557 tokens
  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 med
• search_catalog ~1068 tokens
  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-platf

Browse

• Web scraping
• Website monitoring
• Email
• Invoicing and accounting

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