MCP data platform

Eight auction data domains, one MCP server

Every piece of context your house needs to answer the next strategic question — exposed as one connected schema and queryable from any MCP-compatible AI assistant or BI tool.

Customers

Buyer profiles, paddle numbers, KYC status, lifetime spend, and contact preferences.

profile
KYC status
lifetime spend

Auctions

Sale calendars with channel, location, departments, and per-sale economics.

sale calendar
departments
economics

Auction lots

Catalogue records, estimates, reserves, condition reports, and consignor links.

estimate
reserve
consignor

Bids

Every paddle, online, absentee, and phone bid recorded with timing and channel.

channel
amount
timing

Bid history

Per-bidder history across sales — wins, drop-outs, and head-to-head competitors.

wins
drop-outs
rivals

Orders

Invoices, buyer's premium, VAT, settlement status, and payment method.

invoice
settlement
method

Traffic

Catalogue page views, search terms, and session sources across web and mobile.

sessions
search terms
source

User behaviour

Watchlist adds, lot follows, push opens, email clicks, and login cadence.

watchlist
follows
engagement

← AI analytics + MCP data server for auctioneers

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