# 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.

- Trust score: 68/100 (medium)
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-10-18

## Components

- remote · `api.aibuildermarketplace.com`: 68/100 (this document), [markdown](https://verifymcp.io/servers/com-aibuildermarketplace-software-pricing/api.md), [page](https://verifymcp.io/servers/com-aibuildermarketplace-software-pricing/api)

## Channel facts

- Endpoint: `https://api.aibuildermarketplace.com/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `1.0.0`

## Trust breakdown

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. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-10-18.

- **Endpoint Security**: 74/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one.
  - HTTPS is enforced; there's no plaintext access path.
  - HSTS check failed: the Strict-Transport-Security header is absent.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 60/100
  - AI-judged instruction clarity (fair).
  - Tool/resource definitions use about 1575 tokens (~105/item across 15 items; 15 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 17/100
  - Stability observed for 5 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 67/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 0% of tool parameters carry a description.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 15 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 16 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 100/100
  - Implements a current MCP spec version (2026-07-28).

## 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.

### Claude

```bash
claude mcp add --transport http com-aibuildermarketplace-software-pricing 'https://api.aibuildermarketplace.com/mcp'
```

### Cursor

```json
{
  "mcpServers": {
    "com-aibuildermarketplace-software-pricing": {
      "url": "https://api.aibuildermarketplace.com/mcp"
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "com-aibuildermarketplace-software-pricing": {
      "type": "http",
      "url": "https://api.aibuildermarketplace.com/mcp"
    }
  }
}
```

### Codex

```toml
[mcp_servers.com-aibuildermarketplace-software-pricing]
url = "https://api.aibuildermarketplace.com/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "com-aibuildermarketplace-software-pricing": {
      "type": "remote",
      "url": "https://api.aibuildermarketplace.com/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add com-aibuildermarketplace-software-pricing --url 'https://api.aibuildermarketplace.com/mcp' --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  com-aibuildermarketplace-software-pricing:
    url: "https://api.aibuildermarketplace.com/mcp"
```

### Netclaw

```json
{
  "McpServers": {
    "com-aibuildermarketplace-software-pricing": {
      "Transport": "http",
      "Url": "https://api.aibuildermarketplace.com/mcp"
    }
  }
}
```

### Vellum

```bash
assistant mcp add com-aibuildermarketplace-software-pricing -t streamable-http -u 'https://api.aibuildermarketplace.com/mcp'
```

### Other

```json
{
  "mcpServers": {
    "com-aibuildermarketplace-software-pricing": {
      "type": "http",
      "url": "https://api.aibuildermarketplace.com/mcp"
    }
  }
}
```

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-10-17 (score 68, +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.

### 2026-10-15 (score 67, +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.

### 2026-10-14 (score 66, 0)

- [functional improvement] Stability: unverified → 0.03

### 2026-10-13 (score 66)

First indexed and scored.

## MCP tools (15)

### `search_products` (~102 tokens)

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.

Input parameters:

- `avoid_cost_traps`
- `category`
- `cursor` (integer)
- `free_plan`
- `has_cost_rules`
- `limit` (integer)
- `max_price_usd_month`
- `query` (string)

### `get_product` (~54 tokens)

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.

Input parameters:

- `product_id` (string, required)

### `compare_products` (~64 tokens)

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.

Input parameters:

- `billing` (string)
- `product_ids` (array, required)
- `units`

### `get_evidence` (~54 tokens)

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.

Input parameters:

- `cost_trap`
- `product_id` (string, required)

### `estimate_cost` (~120 tokens)

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.

Input parameters:

- `addons`
- `billing` (string)
- `include_personal` (boolean)
- `plan_id`
- `product_id` (string, required)
- `units` (integer, required)
- `usage`

### `cost_at_growth` (~51 tokens)

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

Input parameters:

- `billing` (string)
- `points`
- `product_id` (string, required)

### `check_choice` (~188 tokens)

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.

Input parameters:

- `product_id` (string, required)
- `requirements` (object, required)

### `get_task_evidence` (~113 tokens)

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.

Input parameters:

- `cursor` (integer)
- `limit` (integer)
- `product_id`
- `query` (string)
- `result`

### `build_purchase_dossier` (~223 tokens)

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.

Input parameters:

- `product_ids` (array, required)
- `question` (string)
- `requirements`

### `recheck_dossier` (~69 tokens)

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.

Input parameters:

- `dossier` (object, required)

### `search_offers` (~115 tokens)

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.

Input parameters:

- `confirmed_only` (boolean)
- `include_expired` (boolean)
- `limit` (integer)
- `offer_type`
- `product_id`
- `query` (string)

### `get_offer` (~80 tokens)

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.

Input parameters:

- `offer_id` (string, required)

### `check_offer_eligibility` (~99 tokens)

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.

Input parameters:

- `offer_id` (string, required)
- `situation`

### `compare_offer_costs` (~122 tokens)

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).

Input parameters:

- `billing` (string)
- `months` (integer)
- `offer_ids` (array, required)
- `prices` (object, required)
- `situation`

### `list_categories` (~15 tokens)

All categories with their product counts.

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/com-aibuildermarketplace-software-pricing/api#diagnostics

## Score history

- 2026-10-18: 68
- 2026-10-17: 68
- 2026-10-16: 67
- 2026-10-15: 67
- 2026-10-14: 66
- 2026-10-13: 66

## 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.

## Links

- Remote endpoint: https://api.aibuildermarketplace.com/mcp
- Website: https://aibuildermarketplace.com/agents/
- Changelog RSS feed: https://verifymcp.io/servers/com-aibuildermarketplace-software-pricing/api.xml
- Changelog JSON feed: https://verifymcp.io/servers/com-aibuildermarketplace-software-pricing/api.json
- HTML version of this page: https://verifymcp.io/servers/com-aibuildermarketplace-software-pricing/api