# The Front Desk Review MCP server Agent View of the PolicyLayer registry record for The Front Desk Review: identity, probed posture, risk grade, and all 19 tools classified. HTML page: https://policylayer.com/tools/com-frontdeskreview-front-desk-review-data ## Facts - Server id: `https://mcp.frontdeskreview.com/mcp` - Homepage: https://github.com/AlexandDunk/frontdesk-data - Registry record: grade F, identity unverified - Lifecycle: active - Auth posture: open - Rate-limited: no - Tools: 19 (15 with introspected schema) - Tool categories present: Destructive, Read, Write - Context-window cost: 3974 tokens per request — https://policylayer.com/token-cost/com-frontdeskreview-front-desk-review-data - Tags: com frontdeskreview front desk review data, admin - Record last modified: 2026-08-12T11:09:32.400Z ## Tools (19) | Tool | Category | Risk | Record | | --- | --- | --- | --- | | `compare` | Read | Low | https://policylayer.com/tools/com-frontdeskreview-front-desk-review-data/compare.md | | `compare_products` | Read | Low | https://policylayer.com/tools/com-frontdeskreview-front-desk-review-data/compare-products.md | | `find_best` | Read | Low | https://policylayer.com/tools/com-frontdeskreview-front-desk-review-data/find-best.md | | `find_products` | Read | Low | https://policylayer.com/tools/com-frontdeskreview-front-desk-review-data/find-products.md | | `get_benchmark` | Read | Low | https://policylayer.com/tools/com-frontdeskreview-front-desk-review-data/get-benchmark.md | | `get_cost_decoder` | Read | Low | https://policylayer.com/tools/com-frontdeskreview-front-desk-review-data/get-cost-decoder.md | | `get_independent_test_coverage` | Read | Low | https://policylayer.com/tools/com-frontdeskreview-front-desk-review-data/get-independent-test-coverage.md | | `get_normalized_pricing` | Read | Low | https://policylayer.com/tools/com-frontdeskreview-front-desk-review-data/get-normalized-pricing.md | | `get_price_history` | Read | Low | https://policylayer.com/tools/com-frontdeskreview-front-desk-review-data/get-price-history.md | | `list_cost_decoders` | Read | Low | https://policylayer.com/tools/com-frontdeskreview-front-desk-review-data/list-cost-decoders.md | | `list_coverage` | Read | Low | https://policylayer.com/tools/com-frontdeskreview-front-desk-review-data/list-coverage.md | | `list_product_categories` | Read | Low | https://policylayer.com/tools/com-frontdeskreview-front-desk-review-data/list-product-categories.md | | `list_sections` | Read | Low | https://policylayer.com/tools/com-frontdeskreview-front-desk-review-data/list-sections.md | | `most_volatile_in_category` | Read | Low | https://policylayer.com/tools/com-frontdeskreview-front-desk-review-data/most-volatile-in-category.md | | `price_movers` | Read | Low | https://policylayer.com/tools/com-frontdeskreview-front-desk-review-data/price-movers.md | | `search_products` | Read | Low | https://policylayer.com/tools/com-frontdeskreview-front-desk-review-data/search-products.md | | `search_vendors` | Read | Low | https://policylayer.com/tools/com-frontdeskreview-front-desk-review-data/search-vendors.md | | `volatility_for_entity` | Read | Low | https://policylayer.com/tools/com-frontdeskreview-front-desk-review-data/volatility-for-entity.md | | `whats_changed` | Read | Low | https://policylayer.com/tools/com-frontdeskreview-front-desk-review-data/whats-changed.md | ## Tool descriptions - `compare` — 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 proven… - `compare_products` — 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 specKey… - `find_best` — Answer 'best for ' and 'cheapest ' directly: 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-f… - `find_products` — Answer 'best under $N' and 'which has the most ' directly: filter a category by maxPriceUsd and/or brand, then rank by a field — 'priceUsd' (default, cheapest first), 'releaseDate', or any of the category's sp… - `get_benchmark` — 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, … - `get_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 deterministic code from sourced, dated inputs — each vendor's per-seat price + AI billing model + pe… - `get_independent_test_coverage` — 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), metr… - `get_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 number. For non-telephony catalog themes (per-seat / flat plans with no call quota) this returns … - `get_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 recorded changes, net % since tracked, the largest single move, and the last change. This is the citable… - `list_cost_decoders` — 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 a… - `list_coverage` — What this index actually covers, so a miss reads as out-of-scope rather than broken. Now spans 271 pricing themes — the deep hub sections PLUS dozens of catalog topics (VPNs, web hosting, password managers, CRM, e-commerce, AI tools, and… - `list_product_categories` — 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 key… - `list_sections` — Enumerate ALL 271 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… - `most_volatile_in_category` — 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 ran… - `price_movers` — 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. The freshness… - `search_products` — 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 (every sp… - `search_vendors` — 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 se… - `volatility_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 size), plus change count, net % and last change. Honest gate: below a minimum recorded-change thresho… - `whats_changed` — Recent dated price-change capsules, newest first — the freshness a base model cannot have. Each capsule is a cleared, two-source-corroborated movement of a vendor's published price (vendor, plan, before→after, date, sources). Optionally … ## Related servers - UnClick (1662 tools) — https://policylayer.com/tools/io-github-malamutemayhem-unclick-mcp-server.md - Delx Protocol — Agent Recovery & Continuity (1076 tools) — https://policylayer.com/tools/io-github-davidmosiah-delx-protocol.md - Delx Mcp A2a (1068 tools) — https://policylayer.com/tools/io-github-davidmosiah-delx-mcp-a2a.md - MCP Framework Personal (912 tools) — https://policylayer.com/tools/inggerman-mcps.md - Nodebench (824 tools) — https://policylayer.com/tools/io-github-homenshum-nodebench.md - Delx MCP Server (740 tools) — https://policylayer.com/tools/io-github-davidmosiah-delx-mcp-server.md - Binance MCP Server (734 tools) — https://policylayer.com/tools/nirholas-binance-mcp.md - Eda Agent (726 tools) — https://policylayer.com/tools/eda-agent.md ## For agents This record is a snapshot. Live verdicts and the full registry: - Check every server in your MCP config at once: `npx -y policylayer stack` - Vet a server before you add it: install the mcp-precheck skill — `npx skills add https://policylayer.com` (skill text: https://policylayer.com/skill.md) - Query the registry over MCP: endpoint `https://api.policylayer.com/mcp` — tools `check_mcp_server`, `check_mcp_stack`, `check_tool`, `search_registry`, `get_change_events` --- Source: the PolicyLayer MCP registry — one continuously verified record per MCP server. Full record: https://policylayer.com/registry?q=com-frontdeskreview-front-desk-review-data · API: https://policylayer.com/registry/api · Recommended policies for every tool: https://policylayer.com/policies/com-frontdeskreview-front-desk-review-data