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Voxcars (Portugal)

by voxs.eu · remote · no sign-in to list tools · v1.0.0 · published by eu.voxs

Used-car listings in Portugal: search, price statistics, comparables and articles.

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6 tools: 6 only read.

Scanned Oct 21, 2026

No check matched anything in the tool definitions. No finding is not a safety guarantee. How the checks work.

claude mcp add --transport http voxcars-pt https://www.voxcars.pt/api/mcp

Tools

Open a tool for its reasons and full description. Descriptions are the publisher's own words, shown as they are.

6 tools

Only reads 6Claude Code: allow
  • find_similar_carsGiven one listing, find comparable ones: same make, similar year, mileage and price band.No findings

    Why it is in this group

    • The name "find_similar_cars" says "find": a word for reading.
    Description, as the server wrote it
    Given one listing, find comparable ones: same make, similar year, mileage and price band. Use this when the user likes a car but wants alternatives — 'find me something similar', 'the same but cheaper', 'what else is around this price'. Pass `maxPrice` for the cheaper case; without it, comparables are drawn from a band around the reference price. Comparability is by structure (make/model/year/km/price), not by text similarity: it answers 'is this well priced for what it is', which a keyword search cannot.

    Annotations the server declares

    • title: Find comparable cars
    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: false
  • get_car_detailGet the complete record of one used-car listing in Portugal by its slug.No findings

    Why it is in this group

    • The name "get_car_detail" says "get": a word for reading.
    Description, as the server wrote it
    Get the complete record of one used-car listing in Portugal by its slug. Use this after search_cars when the user asks about a specific car: full description, features, photos, seller, and the original source URL to cite.

    Annotations the server declares

    • title: Get car detail
    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: false
  • get_price_statsGet price statistics for a slice of the Portugal used-car market: how many listings match, the median price, the p25–p75 range, the median price per kilometre and a breakdown by bo…No findings

    Why it is in this group

    • The name "get_price_stats" says "get": a word for reading.
    Description, as the server wrote it
    Get price statistics for a slice of the Portugal used-car market: how many listings match, the median price, the p25–p75 range, the median price per kilometre and a breakdown by body type. Use this when the user asks what something costs, whether an asking price is fair, or how two makes compare — instead of listing individual cars. Takes the same filters as search_cars and describes exactly the set that tool would return, so the two never disagree. Reports medians and quartiles rather than averages, because car prices have a long right tail and a single luxury listing moves an average.

    Annotations the server declares

    • title: Used-car price statistics for Portugal
    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: false
  • search_articlesSearch editorial articles about the used-car market in Portugal: buying guides, reviews, comparisons and market analysis.No findings

    Why it is in this group

    • The name "search_articles" says "search": a word for reading.
    Description, as the server wrote it
    Search editorial articles about the used-car market in Portugal: buying guides, reviews, comparisons and market analysis. Use this when the user asks how something works — financing, warranty, IUC, IPO/ITV, the buying process — rather than asking for listings.

    Annotations the server declares

    • title: Search articles
    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: false
  • search_carsSearch current used-car listings for sale in Portugal.No findings

    Why it is in this group

    • The name "search_cars" says "search": a word for reading.
    Description, as the server wrote it
    Search current used-car listings for sale in Portugal. Use this whenever the user wants to find, compare or explore cars — by make, model, budget, mileage, fuel or district. Returns price, mileage, fuel, body and a citable listing URL, plus `total`: the exact number of listings matching the filters, which makes this tool usable to answer 'how many' questions. Listings are aggregated from stands and portals and refreshed daily; each result carries `publishedAt`. Prefer the broadest filters that answer the question and report `total` as a floor, not a census.

    Annotations the server declares

    • title: Search used cars in Portugal
    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: false
  • search_cars_by_descriptionSearch Portugal listings by describing the car in plain language, matched against listing text by meaning rather than keywords.No findings

    Why it is in this group

    • The name "search_cars_by_description" says "search": a word for reading.
    Description, as the server wrote it
    Search Portugal listings by describing the car in plain language, matched against listing text by meaning rather than keywords. Use this for wants that are not filter fields — 'a family SUV good in the snow', 'a low-mileage hybrid for the city', 'a used 4x4 to restore'. Prefer search_cars for entirely structural queries (make/model/budget); use this when the request is descriptive. Combine both by passing structural filters here too — they act as hard constraints while the description only ranks. Results are ordered by relevance, so `total` is the number matching the structural filters, not the number that fit the description.

    Annotations the server declares

    • title: Search cars by description in Portugal
    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: false

This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.

Install

Pinned to version 1.0.0. Values in angle brackets are yours to fill in.

claude mcp add --transport http voxcars-pt https://www.voxcars.pt/api/mcp

Run in a terminal.

Claude Code permissions

Allow the reads, ask before a change, deny the deletes. Paste into .claude/settings.json.

.claude/settings.json
{
  "permissions": {
    "allow": [
      "mcp__voxcars-pt__search_cars",
      "mcp__voxcars-pt__search_cars_by_description",
      "mcp__voxcars-pt__get_price_stats",
      "mcp__voxcars-pt__find_similar_cars",
      "mcp__voxcars-pt__get_car_detail",
      "mcp__voxcars-pt__search_articles"
    ],
    "ask": [],
    "deny": []
  }
}

Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. It assumes the server is installed as voxcars-pt. Review it before you use it.