Categories › Business & Finance › E-commerce & marketplaces
4,764 products, 626 categories: sourced prices, dated price history, independent-test coverage.
Remote server: your requests and data go to mcp.frontdeskreview.com. Claude Code: claude mcp add --transport http the-front-desk-review https://mcp.frontdeskreview.com/mcp · Claude app: Settings → Connectors → Add custom connector.
The tools this server listed when we connected to it, in its own words.
list_sections — Enumerate ALL 275 pricing themes this index covers: the deep hub sections (e.g. ai-receptionists, call-tracking) plus dozens of catalog topisearch_vendors — Search any theme's data index by free-text query across vendor name, domain, integrations, plan notes, and capabilities (e.g. 'hipaa restaurcompare — Compare specific vendors side by side by slug within any theme (e.g. ['goodcall','rosie','smith-ai'] in ai-receptionists, or ['nordvpn','expget_normalized_pricing — Effective monthly cost per vendor in any theme at a chosen call volume, normalizing flat, per-minute and per-call billing to one comparable get_benchmark — Per-vendor benchmark card by slug within any theme: full provenanced record plus dataset-derived indicators (entry price, normalized cost atfind_best — For 'best <theme> for <use case>' and 'cheapest <theme>': returns the theme's vendors ranked by entry price (cheapest first, quote-only lastlist_coverage — 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 PLwhats_changed — Recent dated price-change capsules, newest first. Each capsule is a movement of a vendor's published price (vendor, plan, before→after, dateget_price_history — The full dated price series for ONE product or vendor (by slug), plus derived stats: first-tracked date, current/low/high, number of recordeget_independent_test_coverage — The independent-testing provenance for ONE product (by category + slug) — a COUNT of evidence, never a quality score. Fields: outlets (indepprice_movers — Recorded price MOVES across the index within a recency window (default 90 days), newest-and-largest first — each a dated before→after changevolatility_for_entity — How volatile ONE product or vendor's price has been: a 0-100 volatility score derived from its recorded moves (frequency × average move sizemost_volatile_in_category — Within one category/theme, the entities whose prices have moved the most (ranked by volatility score), plus the category price baseline (coulist_product_categories — Enumerate the spec-driven PRODUCT categories this index covers (physical goods like smartphones, laptops, GPUs — distinct from the software/search_products — Search one product category by free-text query across product name, brand, and spec values (e.g. 'snapdragon 5000mah', 'oled 120hz'). Set `ccompare_products — Compare specific products side by side by slug within a category (e.g. ['apple-iphone-16-pro','samsung-galaxy-s25-ultra'] in 'smartphones').find_products — For 'best <category> under $N' and 'which <category> has the most <spec>': filters a category by maxPriceUsd and/or brand, then ranks by a flist_cost_decoders — List the 'real cost' decoders — topics where the advertised sticker price hides the true bill (e.g. AI customer support billed per resolutioget_cost_decoder — 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 detNot tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.