The AIBuilder Marketplace: software pricing dossiers MCP server,
connected in one click.

search_products — Find software products by task or name, with optional filters. Returns compact rows (id, entry price, cost-trap ids, pricing date). Ranking

get_product — The full record for one product: plans, every cost trap with its full evidence sentence, pricing date, unknowns, price rules if any, and the

compare_products — Compare 2 to 6 products side by side. Every requested id is returned, found or not. With units, adds the cheapest fitting plan's cost where

get_evidence — The evidence behind a product's cost traps and free-plan flag: the exact sentences from our pricing notes, the date they were read and the s

estimate_cost — Cost of each plan at a team size (or companies/orders, per the product's axis) on monthly or annual billing: monthly equivalent, amount bill

cost_at_growth — Cost as a team grows: the cheapest fitting plan at each size and the points where the best plan changes.

check_choice — Check a software choice against requirements before buying. requirements (all optional): units, billing ('monthly'|'annual'), plan_id, budge

get_task_evidence — What we observed when we ran products ourselves. Search by task words, product id or result (passed_in_this_test, partial_in_this_test, fail