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AIBuilder Marketplace: software pricing dossiers

REMOTE · API.AIBUILDERMARKETPLACE.COM

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

68 Trust /100

Last scanned (1 hour ago)

Scores higher than 58% of remote servers

Reachable. Last reached 18 Oct 2026.

Category E-commerce

Trust breakdown (7 categories)

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score → Why this is hard to score →

Endpoint Security74
Transport & Reachability100
Schema Quality & AI Usability60
  • AI-judged instruction clarity (fair).Partial
  • Tool/resource definitions use about 1575 tokens (~105/item across 15 items; 15 tools + 0 resources), lean.Pass
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management17
  • Stability observed for 5 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage67
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 0% of tool parameters carry a description.Fail
Tool Safety100
  • No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
  • We read all 15 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
  • An AI judge read all 16 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
  • Implements a current MCP spec version (2026-07-28).Pass
Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 17 Oct 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 10 to 13. That category is still filling its 30-day observation window: 3 days of observed history at the previous scan, 4 at this one. The score rises as the window fills, whether or not the server changes.

  • 15 Oct 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.

  • 14 Oct 26 0
    • Stability: unverified → 0.03 ▲ functional
  • 13 Oct 26 66

    First indexed and scored.

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 18 Oct 2026 · Probed https://api.aibuildermarketplace.com/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=api.aibuildermarketplace.com CN=YE1,O=Let's Encrypt,C=US 10 Sept 2026 9 Dec 2026 ECDSA 256 ECDSA-SHA384 6520acdf23243283ed59cf264d13e3a1070
SANs: api.aibuildermarketplace.com
CN=YE1,O=Let's Encrypt,C=US (CA) CN=Root YE,O=ISRG,C=US 3 Sept 2025 2 Sept 2028 ECDSA 384 ECDSA-SHA384 5ddd70dd31f801c85c186a7a04b80afe
CN=Root YE,O=ISRG,C=US (CA) CN=ISRG Root X2,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 ECDSA 384 ECDSA-SHA384 872165fc34b6e5fba8add5b3705fb53a
CN=ISRG Root X2,O=Internet Security Research Group,C=US (CA) CN=ISRG Root X1,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 ECDSA 384 SHA256-RSA 6c8f1dc727c7117f7baf853ac980f9cd

Background: What to check on a remote MCP endpoint →

DNSSEC insecure

Validation of api.aibuildermarketplace.com. — Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
com. present 19718 13 Verified
aibuildermarketplace.com. absent Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation
Authentication No authorisation required

The endpoint answered without asking for a token. Anyone who knows the URL can reach it.

Result No authorisation required
HTTP status 200

Background: How OAuth 2.1 works in the 2026 MCP spec →

Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://api.aibuildermarketplace.com/mcp Verified 200
http (plaintext) http://api.aibuildermarketplace.com/mcp HTTPS enforced 308 https://api.aibuildermarketplace.com/mcp
MCP tools · 15 exposed · ~1,469 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →

Tool Tokens
build_purchase_dossier ~223

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.

NameTypeReqDescription
product_idsarrayyes–
questionstring––
requirements–––

No output schema declared.

No examples provided.

check_choice ~188

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.

NameTypeReqDescription
product_idstringyes–
requirementsobjectyes–

No output schema declared.

No examples provided.

check_offer_eligibility ~99

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.

NameTypeReqDescription
offer_idstringyes–
situation–––

No output schema declared.

No examples provided.

compare_offer_costs ~122

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).

NameTypeReqDescription
billingstring––
monthsinteger––
offer_idsarrayyes–
pricesobjectyes–
situation–––

No output schema declared.

No examples provided.

compare_products ~64

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.

NameTypeReqDescription
billingstring––
product_idsarrayyes–
units–––

No output schema declared.

No examples provided.

cost_at_growth ~51

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

NameTypeReqDescription
billingstring––
points–––
product_idstringyes–

No output schema declared.

No examples provided.

estimate_cost ~120

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.

NameTypeReqDescription
addons–––
billingstring––
include_personalboolean––
plan_id–––
product_idstringyes–
unitsintegeryes–
usage–––

No output schema declared.

No examples provided.

get_evidence ~54

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.

NameTypeReqDescription
cost_trap–––
product_idstringyes–

No output schema declared.

No examples provided.

get_offer ~80

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.

NameTypeReqDescription
offer_idstringyes–

No output schema declared.

No examples provided.

get_product ~54

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.

NameTypeReqDescription
product_idstringyes–

No output schema declared.

No examples provided.

get_task_evidence ~113

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.

NameTypeReqDescription
cursorinteger––
limitinteger––
product_id–––
querystring––
result–––

No output schema declared.

No examples provided.

list_categories ~15

All categories with their product counts.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

recheck_dossier ~69

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.

NameTypeReqDescription
dossierobjectyes–

No output schema declared.

No examples provided.

search_offers ~115

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.

NameTypeReqDescription
confirmed_onlyboolean––
include_expiredboolean––
limitinteger––
offer_type–––
product_id–––
querystring––

No output schema declared.

No examples provided.

search_products ~102

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.

NameTypeReqDescription
avoid_cost_traps–––
category–––
cursorinteger––
free_plan–––
has_cost_rules–––
limitinteger––
max_price_usd_month–––
querystring––

No output schema declared.

No examples provided.

Install

How do I install the AIBuilder Marketplace: software pricing dossiers MCP server?

AIBuilder Marketplace: software pricing dossiers is a hosted endpoint at https://api.aibuildermarketplace.com/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

remote · api.aibuildermarketplace.com

# add to Claude Code
claude mcp add --transport http com-aibuildermarketplace-software-pricing 'https://api.aibuildermarketplace.com/mcp'
Common questions

What is the AIBuilder Marketplace: software pricing dossiers MCP server?

AIBuilder Marketplace: software pricing dossiers is an MCP server listed in the public MCP registry as com.aibuildermarketplace/software-pricing. Dated plan prices, cost traps with evidence and hands-on results for 540 business-software tools. This page covers its hosted endpoint (https://api.aibuildermarketplace.com/mcp).

Is the AIBuilder Marketplace: software pricing dossiers MCP server safe to use?

AIBuilder Marketplace: software pricing dossiers scores 68 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

What tools does the AIBuilder Marketplace: software pricing dossiers MCP server expose?

AIBuilder Marketplace: software pricing dossiers exposes 15 tools: search_products, get_product, compare_products, get_evidence, estimate_cost, and 10 more. Their descriptions and schemas cost roughly 1,469 tokens of context every time the server is loaded.

Does the AIBuilder Marketplace: software pricing dossiers MCP server require authentication?

No. We connected to AIBuilder Marketplace: software pricing dossiers without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

Is the AIBuilder Marketplace: software pricing dossiers MCP server still maintained?

AIBuilder Marketplace: software pricing dossiers is still listed as active in the MCP registry. We last reached this channel on 18 October 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.