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AIBuilder Marketplace: software pricing dossiers

Server Details

Dated plan prices, cost traps with evidence and hands-on results for 540 business-software tools.

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Status
Healthy
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
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TDQS

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Available Tools

15 tools
build_purchase_dossier
Read-onlyIdempotent
Inspect

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 computable, our hands-on test results, unknowns and the vendor handoff with affiliate disclosure; a fixed order that never uses commission; a summary_markdown to show the user as is (it starts with the share link and says whether any candidate has a confirmed fit); a share_url; and depends_on facts so the file can be re-checked later. A feature counts as documented only from the vendor's own pages, never as tested by us. When requirements.modules names a setup ([{id, role}], e.g. a help desk plus a phone line), read setup_check for the verdict on the whole setup (its known costs per currency, open items and the budget for the setup as a whole); each candidate's own budget line compares that product alone.

ParametersJSON Schema
NameRequiredDescriptionDefault
questionNo
product_idsYes
requirementsNo
check_choice
Read-onlyIdempotent
Inspect

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_commitment_months, needs_free_plan, avoid_cost_traps [quote_only, per_seat, usage_metered, renewal_jump, addons_extra, annual_lock], features [text], addons [ids], usage {id: quantity}, service (price only that part of a vendor's ladder, e.g. eor, contractor, contractor_of_record, global_payroll). Each requirement gets fits / does_not_fit / unknown / conflicting / recheck_needed / not_flagged / mentioned, with evidence. Outcome is no_blocking_requirement_found, blocking_requirement_found or insufficient_evidence; unknown never counts as a fit.

ParametersJSON Schema
NameRequiredDescriptionDefault
product_idYes
requirementsYes
check_offer_eligibility
Read-onlyIdempotent
Inspect

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 information, an unconfirmed offer, or a pilot granted case by case), plus what the vendor did not state. A match is not a checkout guarantee.

ParametersJSON Schema
NameRequiredDescriptionDefault
offer_idYes
situationNo
compare_offer_costs
Read-onlyIdempotent
Inspect

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 and cost per offer: pay today, cost over the period with and without the offer, saving, or why it cannot be calculated (credits, a longer trial, unknown duration).

ParametersJSON Schema
NameRequiredDescriptionDefault
monthsNo
pricesYes
billingNomonthly
offer_idsYes
situationNo
compare_products
Read-onlyIdempotent
Inspect

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.

ParametersJSON Schema
NameRequiredDescriptionDefault
unitsNo
billingNoannual
product_idsYes
cost_at_growth
Read-onlyIdempotent
Inspect

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

ParametersJSON Schema
NameRequiredDescriptionDefault
pointsNo
billingNoannual
product_idYes
estimate_cost
Read-onlyIdempotent
Inspect

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 for products with price rules; says so otherwise. Never guesses between published price steps: returns a range.

ParametersJSON Schema
NameRequiredDescriptionDefault
unitsYes
usageNo
addonsNo
billingNoannual
plan_idNo
product_idYes
include_personalNo
get_evidence
Read-onlyIdempotent
Inspect

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.

ParametersJSON Schema
NameRequiredDescriptionDefault
cost_trapNo
product_idYes
get_offer
Read-onlyIdempotent
Inspect

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 where known, and the vendor handoff with affiliate disclosure. No offer has been tested at a checkout.

ParametersJSON Schema
NameRequiredDescriptionDefault
offer_idYes
get_product
Read-onlyIdempotent
Inspect

The full record for one product: plans, every cost trap with its full evidence sentence, pricing date, unknowns, price rules if any, and the vendor handoff with affiliate disclosure.

ParametersJSON Schema
NameRequiredDescriptionDefault
product_idYes
get_task_evidence
Read-onlyIdempotent
Inspect

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, observation). Each result applies to the product as it was on run_date, on the plan stated; a later version inherits nothing.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
queryNo
cursorNo
resultNo
product_idNo
list_categories
Read-onlyIdempotent
Inspect

All categories with their product counts.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

recheck_dossier
Read-onlyIdempotent
Inspect

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 conclusions that affects. Never buys, cancels or switches anything.

ParametersJSON Schema
NameRequiredDescriptionDefault
dossierYes
search_offers
Read-onlyIdempotent
Inspect

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 in UTC. Expired offers are left out unless include_expired. Ranking is alphabetical, never by discount size or commission.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
queryNo
offer_typeNo
product_idNo
confirmed_onlyNo
include_expiredNo
search_products
Read-onlyIdempotent
Inspect

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.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
queryNo
cursorNo
categoryNo
free_planNo
has_cost_rulesNo
avoid_cost_trapsNo
max_price_usd_monthNo

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 15 tool updates
    • First observedbuild_purchase_dossier
    • First observedcheck_choice
    • First observedcheck_offer_eligibility
    • First observedcompare_offer_costs
    • First observedcompare_products
    • First observedcost_at_growth
    • First observedestimate_cost
    • First observedget_evidence
    • First observedget_offer
    • First observedget_product
    • First observedget_task_evidence
    • First observedlist_categories
    • First observedrecheck_dossier
    • First observedsearch_offers
    • First observedsearch_products

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