AutoSignal

Czech and Central European used and new car market prices, valuations and below-market deals.

Sollte ich dies verwenden

Qualität und Sicherheit

A
Qualität der Beschreibung
96%
Vollständigkeit des Schemas
83%
Qualität der Benennung
99%
Risiko der Vergiftung
100%
Übereinstimmung der Berechtigungen
100%
Einhaltung des Protokolls
100%

Basierend auf einer automatisierten Analyse der Tool-Definitionen und der Einhaltung des Protokolls.

Kontextkosten

~2,156Tokens (Tool-Definitionen)
~969 BTypische Antwortgröße
Mittlere Auswirkung auf die Aufmerksamkeit (1.68% von 128k Kontext)

Dies ist die ungefähre Anzahl der Tokens, die jedes Mal verbraucht werden, wenn die Tools des Servers in den Kontext eines Modells geladen werden. Höhere Werte verringern die Aufmerksamkeit, die für andere Aufgaben verfügbar ist.

Installieren

Installation mit einem Klick

Fügen Sie dies Ihrer Datei `claude_desktop_config.json` hinzu:

{
  "mcpServers": {
    "autosignal": {
      "url": "https://api.autosignal.eu/mcp"
    }
  }
}

Remote-Endpunkte

https://api.autosignal.eu/mcpstreamable-http

Was es kann

Tool-Inventar

Tools (16)

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🟢search_deals(brands, models, vehicleTypes, bodyTypes, source, ...)

Search below-market used-car deals with filters (brand, model, price, year, mileage, fuel, body type, country, discount). Paginated; returns each deal with its listing, market stat, deal score and % below median.

Eingabe-Schema

{
  "type": "object",
  "properties": {
    "brands": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Brand names, e.g. [\"BMW\",\"Audi\"]"
    },
    "models": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Model names (fuzzy matched), e.g. [\"A4\",\"Octavia\"]"
    },
    "vehicleTypes": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "e.g. [\"used\",\"new\",\"demo\"]"
    },
    "bodyTypes": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "e.g. [\"kombi\",\"suv\",\"sedan\"]"
    },
    "source": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Restrict to source slugs, e.g. [\"sauto\",\"tipcars\"]"
    },
    "sortBy": {
      "type": "string",
      "enum": [
        "deal_score",
        "price",
        "price_desc",
        "date",
        "listed",
        "priceDropDate"
      ],
      "description": "Sort order (default deal_score)"
    },
    "page": {
      "type": "integer",
      "description": "1-indexed page (default 1)"
    },
    "pageSize": {
      "type": "integer",
      "description": "Results per page (default 20, max 100)"
    },
    "fuels": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Fuel types, e.g. [\"diesel\",\"benzín\",\"elektro\",\"hybrid\"]"
    },
    "priceMin": {
      "type": "integer",
      "description": "Minimum price in CZK"
    },
    "priceMax": {
      "type": "integer",
      "description": "Maximum price in CZK"
    },
    "yearMin": {
      "type": "integer"
    },
    "yearMax": {
      "type": "integer"
    },
    "maxMileage": {
      "type": "integer",
      "description": "Maximum mileage in km"
    },
    "minDiscount": {
      "type": "number",
      "description": "Minimum % below market median (e.g. 20)"
    },
    "priceDropped": {
      "type": "boolean",
      "description": "Only listings whose price recently dropped"
    },
    "countries": {
      "type": "array",
      "items": {
        "type": "string",
        "enum": [
          "CZ",
          "SK",
          "DE",
          "AT",
          "PL",
          "HU",
          "RO"
        ]
      },
      "description": "Markets to include (default CZ)"
    }
  }
}
🟢get_deal(id)

Get full detail for one deal by its deal id: listing, price history, market stats, prediction and why it is a deal.

Eingabe-Schema

{
  "type": "object",
  "properties": {
    "id": {
      "type": "string",
      "description": "Deal id"
    }
  },
  "required": [
    "id"
  ]
}
🟢list_hot_deals(countries)

Top deals right now, ranked by deal score (biggest discount vs market first).

Eingabe-Schema

{
  "type": "object",
  "properties": {
    "countries": {
      "type": "array",
      "items": {
        "type": "string",
        "enum": [
          "CZ",
          "SK",
          "DE",
          "AT",
          "PL",
          "HU",
          "RO"
        ]
      },
      "description": "Markets (default CZ)"
    }
  }
}
🔴list_recently_reduced(countries)

Deals whose price was recently cut (1–40% drop between the two latest prices).

Eingabe-Schema

{
  "type": "object",
  "properties": {
    "countries": {
      "type": "array",
      "items": {
        "type": "string",
        "enum": [
          "CZ",
          "SK",
          "DE",
          "AT",
          "PL",
          "HU",
          "RO"
        ]
      },
      "description": "Markets (default CZ)"
    }
  }
}
🟢list_brands(fuels, priceMin, priceMax, yearMin, yearMax, ...)

Brands that currently have active deals, with deal counts. Accepts the same filters as search_deals.

Eingabe-Schema

{
  "type": "object",
  "properties": {
    "fuels": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Fuel types, e.g. [\"diesel\",\"benzín\",\"elektro\",\"hybrid\"]"
    },
    "priceMin": {
      "type": "integer",
      "description": "Minimum price in CZK"
    },
    "priceMax": {
      "type": "integer",
      "description": "Maximum price in CZK"
    },
    "yearMin": {
      "type": "integer"
    },
    "yearMax": {
      "type": "integer"
    },
    "maxMileage": {
      "type": "integer",
      "description": "Maximum mileage in km"
    },
    "minDiscount": {
      "type": "number",
      "description": "Minimum % below market median (e.g. 20)"
    },
    "priceDropped": {
      "type": "boolean",
      "description": "Only listings whose price recently dropped"
    },
    "countries": {
      "type": "array",
      "items": {
        "type": "string",
        "enum": [
          "CZ",
          "SK",
          "DE",
          "AT",
          "PL",
          "HU",
          "RO"
        ]
      },
      "description": "Markets to include (default CZ)"
    }
  }
}
🟢list_models(brand, bodyTypes, fuels, priceMin, priceMax, ...)

Models for a given brand that currently have active deals, with counts.

Eingabe-Schema

{
  "type": "object",
  "properties": {
    "brand": {
      "type": "string",
      "description": "Brand name (required)"
    },
    "bodyTypes": {
      "type": "array",
      "items": {
        "type": "string"
      }
    },
    "fuels": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Fuel types, e.g. [\"diesel\",\"benzín\",\"elektro\",\"hybrid\"]"
    },
    "priceMin": {
      "type": "integer",
      "description": "Minimum price in CZK"
    },
    "priceMax": {
      "type": "integer",
      "description": "Maximum price in CZK"
    },
    "yearMin": {
      "type": "integer"
    },
    "yearMax": {
      "type": "integer"
    },
    "maxMileage": {
      "type": "integer",
      "description": "Maximum mileage in km"
    },
    "minDiscount": {
      "type": "number",
      "description": "Minimum % below market median (e.g. 20)"
    },
    "priceDropped": {
      "type": "boolean",
      "description": "Only listings whose price recently dropped"
    },
    "countries": {
      "type": "array",
      "items": {
        "type": "string",
        "enum": [
          "CZ",
          "SK",
          "DE",
          "AT",
          "PL",
          "HU",
          "RO"
        ]
      },
      "description": "Markets to include (default CZ)"
    }
  },
  "required": [
    "brand"
  ]
}
🟢list_countries

Countries/markets that currently have active deals, with counts.

Eingabe-Schema

{
  "type": "object",
  "properties": {}
}
🟢get_market_trend(brand, model)

Current median/avg price, listing count and 7d-vs-30d trend for one brand+model.

Eingabe-Schema

{
  "type": "object",
  "properties": {
    "brand": {
      "type": "string"
    },
    "model": {
      "type": "string"
    }
  },
  "required": [
    "brand",
    "model"
  ]
}
🟢get_price_history(brand, model, fuel)

90-day daily price history (median, avg, count) for a brand+model, optionally narrowed by fuel.

Eingabe-Schema

{
  "type": "object",
  "properties": {
    "brand": {
      "type": "string"
    },
    "model": {
      "type": "string"
    },
    "fuel": {
      "type": "string"
    }
  },
  "required": [
    "brand",
    "model"
  ]
}
⚪estimate_valuation(brand, model, year, fuel, mileage)

Estimate a fair price range (min/median/max) for a specific car from comparable listings.

Eingabe-Schema

{
  "type": "object",
  "properties": {
    "brand": {
      "type": "string"
    },
    "model": {
      "type": "string"
    },
    "year": {
      "type": "integer"
    },
    "fuel": {
      "type": "string"
    },
    "mileage": {
      "type": "integer",
      "description": "Mileage in km"
    }
  },
  "required": [
    "brand",
    "model",
    "year",
    "fuel",
    "mileage"
  ]
}
🟢get_weekly_summary

This week at a glance: number of new deals, the single best deal, and average savings.

Eingabe-Schema

{
  "type": "object",
  "properties": {}
}
🟢get_market_overview(country)

Comprehensive market snapshot for a country: price pulse and direction, buyer/seller verdict, fuel & body-type & brand breakdowns, deal hotspots, 90d price trend, supply/freshness, oversupply and fast-mover signals.

Eingabe-Schema

{
  "type": "object",
  "properties": {
    "country": {
      "type": "string",
      "enum": [
        "CZ",
        "SK",
        "DE",
        "AT",
        "PL",
        "HU",
        "RO"
      ],
      "description": "Market (default CZ)"
    }
  }
}
🟢get_price_movers(country, minNow, minThen, limit)

Segments (brand+model+fuel) whose median price moved most over ~30 days, filtered to credible moves (volume floors, 5–30% band, sample-stability guard). Each is annotated with a credibility-weighted moverScore (rewards volume and a stable sample over raw magnitude).

Eingabe-Schema

{
  "type": "object",
  "properties": {
    "country": {
      "type": "string",
      "enum": [
        "CZ",
        "SK",
        "DE",
        "AT",
        "PL",
        "HU",
        "RO"
      ],
      "description": "Market (default CZ)"
    },
    "minNow": {
      "type": "integer",
      "description": "Min listings in current snapshot (default 50)"
    },
    "minThen": {
      "type": "integer",
      "description": "Min listings ~30 days ago (default 40)"
    },
    "limit": {
      "type": "integer",
      "description": "Max movers to return (default 25)"
    }
  }
}
🟢check_vehicle_by_vin(vin)

Free vehicle history check against the official Czech vehicle registry (Registr silničních vozidel) by 17-character VIN: owner count and ownership timeline (companies named with IČO, private persons anonymous), STK inspection history with results, import origin, deregistration episodes, seized-document flags and technical specs. The registry has NO mileage data and NO license-plate lookup. Unknown VINs fall back to a rate-limited live registry lookup without timelines.

Eingabe-Schema

{
  "type": "object",
  "properties": {
    "vin": {
      "type": "string",
      "description": "17-character VIN (no I, O, Q letters)"
    }
  },
  "required": [
    "vin"
  ]
}
🟢search_company_fleets(q)

Search Czech companies by name or IČO in the vehicle registry and get their fleet size (vehicles held now / ever). Sole traders (OSVČ) are only findable by exact IČO, never by name.

Eingabe-Schema

{
  "type": "object",
  "properties": {
    "q": {
      "type": "string",
      "description": "Company name (3+ chars) or IČO (3–8 digits)"
    }
  },
  "required": [
    "q"
  ]
}
🟢get_company_fleet(ico)

One Czech company's registered fleet profile by IČO: vehicles owned now and ever, vehicles OPERATED (e.g. leased fleets), median holding period, owner-type classification (dealer / leasing / company / OSVČ), the paginated fleet list incl. former holdings, and its vehicles currently for sale on the market.

Eingabe-Schema

{
  "type": "object",
  "properties": {
    "ico": {
      "type": "string",
      "description": "Czech IČO (1–8 digits)"
    }
  },
  "required": [
    "ico"
  ]
}

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