AIBuilder Marketplace: software pricing dossiers
mcp remote · streamable-http · v1.0.0 · source: crawl
https://api.aibuildermarketplace.com/mcp
Dated plan prices, cost traps with evidence and hands-on results for 540 business-software tools.
Works
85
Verified Oct 31, 2026 · p50 574 ms · p95 585 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server 'aibm-software-records' |
| tools_listed | 15 | pass | 15 tools |
| schema_complete | 15 | fail | 5 of 15 tools have a description and a typed schema |
| latency_p50 | 10 | pass | p50 574 ms |
| latency_p95 | 5 | pass | p95 585 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | pass | no patterns found |
| scope | 5 | pass | no execution-style tools |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (15)
| Name | Description | Schema |
|---|---|---|
recheck_dossier | Re-check a purchase file built earlier: pass the whole dossier back. Reports which underlying facts changed (entry price, plans, cost traps, price rules, research status, pricing date) and which concl | typed |
search_products | Find software products by task or name, with optional filters. Returns compact rows (id, entry price, cost-trap ids, pricing date). Ranking is text relevance only, never commission. | incomplete |
get_product | The full record for one product: plans, every cost trap with its full evidence sentence, pricing date, unknowns, own hands-on observations in measured (claims, exit-test scope and three-valued facts w | typed |
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 price rules exist. | incomplete |
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 source. Also returns measured when present: our own hands-on | incomplete |
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 billed per period, commitment, minimums, add-ons and usage. Only | incomplete |
cost_at_growth | Cost as a team grows: the cheapest fitting plan at each size and the points where the best plan changes. | incomplete |
check_choice | Check a software choice against requirements before buying. requirements (all optional): units, billing ('monthly'|'annual'), plan_id, budget_month {amount, currency}, needs_monthly_billing, max_commi | typed |
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, failed_in_this_test, not_tested, not_available_on_tested_plan, o | incomplete |
build_purchase_dossier | Build a purchase file for 1 to 6 candidate products against the same requirements (same fields as check_choice). Returns per candidate the check with evidence, the cheapest fitting plan's cost where c | incomplete |
search_offers | Find reader offers and vendor offers on our deal pages (discounts, extra credits, longer trials, conditional pilots). Each row has the evidence and its date, the verification status and the deadline i | incomplete |
get_offer | The full record of one offer: type, benefit and its structure, eligibility as recorded (null = the vendor did not say), claim steps, code, limits, evidence with dates, deadline, cost after the offer w | typed |
check_offer_eligibility | Check whether an offer fits a buyer's situation: {customer: new|existing, plan, billing: monthly|annual|biennial}. Returns matches, does_not_match (with reasons) or needs_confirmation (missing informa | incomplete |
compare_offer_costs | Compare 1 to 3 offers on the same billing term and period. prices maps offer_id to the monthly price the buyer would pay for that product without the offer (same currency as the vendor). Returns fit a | incomplete |
list_categories | All categories with their product counts. | typed |
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[](https://app.agent-xm.com/a/com-aibuildermarketplace-software-pricing)
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