MCP server

The Front Desk Review

com.frontdeskreview/front-desk-review-data

Checked 26 Oct 2026, 08:29 UTC · Connected to it and listed its tools

4,764 products, 626 categories: sourced prices, dated price history, independent-test coverage.

Website Source

At a glance

Type

MCP server

Publisher

frontdeskreview.com (verified by the MCP Registry)

Status

Working at last check

Tools

19

Token cost

About 5,122 tokens per request

Sets up in

Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok

Last checked

26 Oct 2026, 08:29 UTC

Connect it to your agent

Add to CursorAdd to VS CodeVS Code Insiders

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

claude mcp add --transport http front-desk-review-data https://mcp.frontdeskreview.com/mcp

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.front-desk-review-data]
url = "https://mcp.frontdeskreview.com/mcp"

Gemini CLI

{"mcpServers":{"front-desk-review-data":{"httpUrl":"https://mcp.frontdeskreview.com/mcp"}}}

Cursor

{"mcpServers":{"front-desk-review-data":{"url":"https://mcp.frontdeskreview.com/mcp"}}}

VS Code

{"servers":{"front-desk-review-data":{"type":"http","url":"https://mcp.frontdeskreview.com/mcp"}}}

Antigravity

agy mcp add front-desk-review-data https://mcp.frontdeskreview.com/mcp

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"front-desk-review-data","server_url":"https://mcp.frontdeskreview.com/mcp","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"front-desk-review-data","server_url":"https://mcp.frontdeskreview.com/mcp"}

Tools

• compare ~283 tokens
  Compare specific vendors side by side by slug within any theme (e.g. ['goodcall','rosie','smith-ai'] in ai-receptionists, or ['nordvpn','expressvpn'] in vpn-services). Set `section` to the theme slug from list_sections. Returns full provenanced records plus a notFound list for unknown slugs. Each pr
• compare_products ~191 tokens
  Compare specific products side by side by slug within a category (e.g. ['apple-iphone-16-pro','samsung-galaxy-s25-ultra'] in 'smartphones'). Returns full provenanced spec records plus a notFound list and the category's comparable specKeys, so an agent can line up the same attributes across products.
• find_best ~457 tokens
  For 'best <theme> for <use case>' and 'cheapest <theme>': returns the theme's vendors ranked by entry price (cheapest first, quote-only last), each with its verified compliance facts (HIPAA/SOC 2/GDPR), free-tier flag, best-for tags, the entry plan's source and its `citation` (figure, plan, source p
• find_products ~346 tokens
  For 'best <category> under $N' and 'which <category> has the most <spec>': filters a category by maxPriceUsd and/or brand, then ranks by a field — 'priceUsd' (the price of record each product's page prints; default, cheapest first), 'releaseDate', or any of the category's spec keys (descending:true
• get_benchmark ~294 tokens
  Per-vendor benchmark card by slug within any theme: full provenanced record plus dataset-derived indicators (entry price, normalized cost at 100 and 500 calls/mo where call-volume applies, billing models, free-tier presence, compliance, integration breadth). Set `section` to the theme slug from list
• get_cost_decoder ~304 tokens
  The REAL all-in monthly cost per vendor for a decoder topic (slug from list_cost_decoders, e.g. 'ai-customer-support-cost'), computed in deterministic code from sourced, dated inputs — each vendor's per-seat price + AI billing model + per-unit price, totalled at named scenarios (e.g. 5 agents at 1,0
• get_independent_test_coverage ~290 tokens
  The independent-testing provenance for ONE product (by category + slug) — a COUNT of evidence, never a quality score. Fields: outlets (independent outlets on record), labs (how many physically tested it and left >=1 measured value), metrics (distinct kinds of metric measured, with names), mentioned
• get_normalized_pricing ~332 tokens
  Effective monthly cost per vendor in any theme at a chosen call volume, normalizing flat, per-minute and per-call billing to one comparable number. For non-telephony catalog themes (per-seat / flat plans with no call quota) this returns each plan's base monthly price — the meaningful figure there. C
• get_price_history ~342 tokens
  The full dated price series for ONE product or vendor (by slug), plus derived stats: first-tracked date, current/low/high, number of recorded changes, net %, the largest single move, and the last change. A change is counted only between two consecutive price-scan readings of the same site; low, high
• list_cost_decoders ~144 tokens
  List the 'real cost' decoders — topics where the advertised sticker price hides the true bill (e.g. AI customer support billed per resolution, where a $29/mo seat price becomes hundreds/mo at volume). Each entry carries the question it answers, the scenarios it computes, the vendor count and the dat
• list_coverage ~179 tokens
  What this index actually covers, so a miss reads as out-of-scope rather than broken. Now spans 275 pricing themes — the deep hub sections PLUS dozens of catalog topics (VPNs, web hosting, password managers, CRM, e-commerce, AI tools, and more): total theme count, the section/catalog split, total ven
• list_product_categories ~141 tokens
  Enumerate the spec-driven PRODUCT categories this index covers (physical goods like smartphones, laptops, GPUs — distinct from the software/subscription pricing themes). Each entry carries its slug, product count, the comparable spec keys, and the brands present. Pass a category slug to search_produ
• list_sections ~157 tokens
  Enumerate ALL 275 pricing themes this index covers: the deep hub sections (e.g. ai-receptionists, call-tracking) plus dozens of catalog topics (e.g. vpn-services, web-hosting, password-managers, crm-software). Each entry carries its slug, display label, vertical, tagline, vendor count and kind ('sec
• most_volatile_in_category ~260 tokens
  Within one category/theme, the entities whose prices have moved the most (ranked by volatility score), plus the category price baseline (count, median current, low/high). Entities without enough recorded movement are omitted from the ranking but counted in the baseline. Answers 'which X changes pric
• price_movers ~302 tokens
  Recorded price MOVES across the index within a recency window (default 90 days), newest-and-largest first — each a dated before→after change of a tracked entity. Optionally filter by kind ('hw'/'sw') or category/theme slug. Returns an empty list with a clear note when nothing moved in the window (a
• search_products ~226 tokens
  Search one product category by free-text query across product name, brand, and spec values (e.g. 'snapdragon 5000mah', 'oled 120hz'). Set `category` to a slug from list_product_categories. Returns full provenanced product records: each price is the price of record its product page prints, with that
• search_vendors ~305 tokens
  Search any theme's data index by free-text query across vendor name, domain, integrations, plan notes, and capabilities (e.g. 'hipaa restaurant', 'google ads zapier'). Works for every theme — hub sections and catalog topics alike (set `section` to the theme slug from list_sections). Returns full pro
• volatility_for_entity ~218 tokens
  How volatile ONE product or vendor's price has been: a 0-100 volatility score derived from its recorded moves (frequency × average move size), plus change count, net % and last change. Honest gate: below a minimum recorded-change threshold it returns sufficient:false with a note, never a score inven
• whats_changed ~351 tokens
  Recent dated price-change capsules, newest first. Each capsule is a movement of a vendor's published price (vendor, plan, before→after, date, sources), cleared against two witnesses on two different hosts: the page the figure was read from, plus either an independent second source or a dated archive

Browse

• Zapier tools
• Phone calls
• Workflow automation
• CRM
• Online shops

Related MCP servers

• Amfion front desk setup
  Build and test an AI front desk for a service business from its website, before signing up.
• AIS Gateway — the campus front desk for AIS MCP buildings
  Front desk for the AIS MCP campus: lists our buildings (CVE, Flight Recorder), prices, how to pay
• Logimu
  Amazon (11 marketplaces) and Walmart US product data: search, prices, stock, history, sellers.
• Lowvyn
  Verify Canadian deals, find the same product cheaper across .ca retailers, track CAD price history.
• Revuo
  Agent-callable B2B SaaS directory: capability-structured, continuously verified listings.
• slashyear - sourced history
  Sourced history by year: events, world leaders, prices and No. 1 songs, each with its source.
• Front-End Checklist
  Review frontend code and live pages against 386 quality-gated web development rules.
• Cambridge China Bridge — China sourcing
  UK import duty, landed cost, anti-dumping and compliance checks for China-sourced goods.

Badge for your README

[![AptLynx](https://aptlynx.net/badge/com.frontdeskreview/front-desk-review-data.svg)](https://aptlynx.net/servers/com.frontdeskreview/front-desk-review-data)

Listing text is written by the maker; AptLynx lists tools and does not vouch for them. Find another tool · Browse by topic · For agents