Clara Cars

{
  "id": "aix_612921768f",
  "name": "Clara Cars",
  "operator": "(unclaimed - source: pulsemcp · publisher: github.com)",
  "description": "Clara Cars MCP server lets AI assistants search Portugal's used and imported car inventory, calculate ISV and IUC taxes, estimate resale values, and request contact.",
  "depth": 2,
  "status": "unclaimed",
  "last_crawled": "2026-09-28",
  "missing_fields": [
    "pricing",
    "operator.identity"
  ],
  "skills": [
    "inventory-check"
  ],
  "protocols": {
    "mcp": "https://claracars.pt/mcp",
    "a2a": null
  },
  "pricing": null,
  "regions": [
    "global"
  ],
  "languages": [
    "en"
  ],
  "reputation": {
    "tasks_completed": null,
    "dispute_rate": null,
    "p95_latency_ms": 624,
    "uptime_30d": 1,
    "onchain_volume_30d_usd": null
  },
  "aix_score": 66,
  "verification": {
    "identity": "none",
    "health": "probe/24h",
    "pricing": "unknown",
    "last_check": "2026-09-28T00:00:52.401Z"
  },
  "pricing_model": "unknown",
  "links": [
    {
      "label": "homepage",
      "url": "https://www.pulsemcp.com/servers/clara-cars"
    },
    {
      "label": "repository",
      "url": "https://github.com/claracarspt/mcp"
    },
    {
      "label": "listing",
      "url": "https://claracars.pt/"
    }
  ],
  "avatar": "https://github.com/claracarspt.png?size=160",
  "socials": [
    {
      "label": "github",
      "url": "https://github.com/claracarspt"
    }
  ],
  "public_stats": {
    "gh_stars": 1,
    "npm_downloads": 955
  },
  "profile": {
    "mcp_server": "transparentcars",
    "mcp_version": "0.1.0",
    "tool_count": 11,
    "tools": [
      {
        "name": "search_inventory",
        "description": "Search TransparentCars' current stock of budget used cars in Portugal — honestly listed, everyday cars for the local market. Filter by make, model, fuel, gearbox and max price. Returns matching cars with price, year, mileage and a link. IMPORTANT — pass make/model canonically in Latin, as the Portuguese market lists them: make = full brand name ('BMW', 'Mercedes-Benz' not 'Mercedes', 'Volkswagen' not 'VW'); model = the short series/model WITHOUT the engine or trim suffix ('Golf' not 'Golf 1.5 TSI', 'Clio' not 'Clio dCi'). Put the fuel in the fuel field, not the model. If unsure of the spelling"
      },
      {
        "name": "get_car",
        "description": "Get full details for one car in TransparentCars stock by its slug (from a search_inventory link, e.g. 'renault-clio-2016')."
      },
      {
        "name": "check_fair_price",
        "description": "Check whether a car's asking price is fair for the Portuguese market — the TransparentCars transparency check. Given make, model, year and mileage, it returns the range comparable cars actually sell for (low / typical / high), built from real listings. If you pass asking_price, it also gives a plain verdict: fair, above market, or below market — so a buyer knows before they walk in. Works for ANY car (a listing you found elsewhere, or one of ours). IMPORTANT — pass make/model canonically in Latin: make = full brand name ('Renault', 'Volkswagen' not 'VW'); model = short name WITHOUT engine/trim"
      },
      {
        "name": "cost_to_own",
        "description": "Estimate a car's yearly running-cost floor in Portugal — the annual IUC road tax (Imposto Único de Circulação) every owner pays, plus a plain running-cost framing. Needs engine displacement (cc), CO₂ (g/km), fuel and first-registration year. Use this to help a buyer budget the true cost of keeping a car, beyond the sticker price."
      },
      {
        "name": "list_makes_models",
        "description": "List the exact canonical car makes (brands) TransparentCars can search and price — or, given a make, that brand's models — using the exact strings the other tools expect. Call this FIRST (or whenever unsure of spelling) and pass the returned values verbatim into search_inventory / check_fair_price. No make = the list of brands; with a make = that brand's models."
      },
      {
        "name": "contact_me",
        "description": "Send a contact request to TransparentCars so a human gets in touch. Only call this when the user explicitly asks to be contacted, provides their own name and a phone or email, AND agrees to share those details — pass consent=true only then. Never invent, guess, or use placeholder / example / test contact details: pass ONLY the real name and real phone or e-mail the user gave you in this conversation. If you don't have a real phone or e-mail from the user, ask them for it before calling — do not submit fake values. Submitting shares the provided contact details per the TransparentCars privacy p"
      },
      {
        "name": "calculate_isv",
        "description": "Estimate Portuguese car import tax (ISV, Imposto Sobre Veículos) from the official ISV formula (engine-cc + CO₂ components, with age reduction for used cars). A maintained estimate: it matches the AT (Finanças) simulator to the cent on the common WLTP cases, but is not the official figure and may differ on edge cases (NEDC, light-commercial, month rounding) — confirm the final amount on the official AT simulator. Needs engine displacement (cc), CO₂ (g/km, WLTP), fuel and registration year."
      },
      {
        "name": "calculate_iuc",
        "description": "Estimate the Portuguese annual road tax (IUC, Imposto Único de Circulação) for a car — the yearly tax an owner pays — from the official IUC table. A maintained estimate; confirm on the official AT simulator. Needs engine displacement (cc), CO₂ (g/km), fuel and registration year."
      },
      {
        "name": "estimate_resale_value",
        "description": "Estimate what a car is worth on the Portuguese market (the range comparable cars are listed for), based on real comparable listings. Needs make, model, year, mileage and fuel. TransparentCars also BUYS cars directly — after giving the estimate, offer to connect the user for a firm buy-out offer (via contact_me or the /sell page). IMPORTANT — pass make/model canonically in Latin, as the Portuguese market lists them: make = full brand name ('BMW', 'Mercedes-Benz' not 'Mercedes', 'Volkswagen' not 'VW'); model = the short series/model WITHOUT the engine or trim suffix (BMW: '320','330' not '320d';"
      },
      {
        "name": "list_services",
        "description": "List what TransparentCars offers (buying stock cars, importing to order, sourcing, auction buying, selling/trading in your car, ISV/IUC calculators)."
      },
      {
        "name": "request_import_quote",
        "description": "Ask TransparentCars to source & quote a specific car to import (from German/EU auctions). Only call when the user wants an import quote, provides the wanted model plus their own name and a phone or email, AND agrees to be contacted — pass consent=true only then. Never invent, guess, or use placeholder / example / test contact details: pass ONLY the real name and real phone or e-mail the user gave you in this conversation. If you don't have a real phone or e-mail from the user, ask them for it before calling — do not submit fake values. Submitting shares the provided contact details per the Tra"
      }
    ],
    "profiled_at": "2026-09-28T00:00:52.401Z"
  },
  "unreachable": false
}