Use cases

Concrete agent missions, the exact endpoints and MCP tools that solve them, their cost, and what a real response looks like. Every example is a labeled sample — agents get the same shapes after paying per call.

Tender intelligence — find recent tenders and who won

An agent needs recent procurement activity on a topic: which tenders were published or awarded, by whom, for how much, with provenance.

GET /v1/search ($0.02/call) for compact rows, GET /v1/tenders/:id ($0.02/call) for full tender + award detail. MCP: search_tenders, get_tender.

Company research — track record and live opportunities

An agent evaluating a supplier needs wins, total awarded value, top CPVs and buyers, plus tenders matching that company profile right now.

GET /v1/companies/:id ($0.05), GET /v1/companies/:id/awards ($0.05), GET /v1/companies/:id/opportunities ($0.10). MCP: get_company, get_company_awards, get_company_opportunities.

Buyer intelligence — activity, concentration, recurrence

An agent needs a buyer profile: award history, supplier concentration (top-supplier share) and per-CPV recurrence so it can time outreach.

GET /v1/buyers/:id/history ($0.05/call). MCP: get_buyer_history.

Renewals forecasting — which contracts will be re-tendered

An agent hunting pipeline wants contracts and frameworks likely to be re-tendered in a window, with per-signal evidence.

GET /v1/renewals?window_months=12 ($0.25/call) or POST /v1/research ($0.50/call) for a full brief. MCP: get_renewals, research.

Free first look

Validate the data before paying: GET /v1/demo returns a labeled sample of the most recent tender + renewal signal at no cost.