AutoIsto

Used cars for sale in Slovakia: plain-language search, price verdicts and typical asking prices.

Should I use this

Quality & Safety

A
Description quality
100%
Schema completeness
100%
Naming quality
100%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~3,279Tokens (tool definitions)
~9.8 KBTypical response size
Significant attention impact (2.56% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "used-cars": {
      "url": "https://www.autoisto.sk/mcp"
    }
  }
}

Remote endpoints

https://www.autoisto.sk/mcpstreamable-http

What it can do

Tool inventory

Tools (3)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢search_cars(query)

Use this when the user wants to find a used car for sale in Slovakia — by brand, model, body type, fuel, gearbox, year, price, mileage, power or town/district. Covers listings sellers published on AutoIsto directly and public listings from Slovak car portals. Pass the criteria as ONE short phrase in Slovak (Czech also works), with numbers as the user said them. Examples that are fully understood: "škoda octavia kombi diesel automat od 2017 do 15000 €", "suv automat do 25000 €", "bmw x5 diesel od 2019 do 40000 €", "kombi do 10000 € Žilina". Use at most ONE body type per call (kombi, SUV, sedan, hatchback, liftback, van, kupé, kabriolet, dodávka); for two body types make two calls. Leave out filler and wishes that are not filters (rodinné, auto, do mesta, spoľahlivé) and equipment (ťažné, panoráma) — unknown words are not applied and are listed in notUnderstood. Returns up to 10 cars with price verdicts, what was understood, which criteria were relaxed when nothing matched exactly, which words were not applied, and a link to all results. Limits: only cars currently listed on AutoIsto (Slovakia, prices in EUR); no new-car configurators, rentals, leasing offers or cars abroad; the offer changes daily, so a car may already be sold.

Input Schema

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "minLength": 2,
      "maxLength": 300,
      "description": "Concrete criteria in Slovak or Czech, e.g. \"bmw x5 diesel od 2019 do 40000 €\" or \"kombi do 10000 € Žilina\"."
    }
  },
  "required": [
    "query"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}

Output Schema

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string"
    },
    "understood": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Filters AutoIsto read from the phrase, in Slovak (e.g. Škoda, Octavia, do 15 000 €)."
    },
    "relaxed": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Criteria dropped because nothing matched exactly."
    },
    "notUnderstood": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Words from the query that were NOT applied as filters (unknown words, two body types at once, equipment). Empty together with empty relaxed = the results match everything in the query."
    },
    "totalMatches": {
      "type": "integer",
      "minimum": -9007199254740991,
      "maximum": 9007199254740991,
      "description": "How many cars in the offer match (after relaxing, if any)."
    },
    "cars": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "id": {
            "type": "string",
            "description": "Stable AutoIsto car id; pass it to get_car_details."
          },
          "brand": {
            "type": "string"
          },
          "model": {
            "type": "string"
          },
          "variant": {
            "description": "Trim / engine as written by the seller, null when it only repeats the model.",
            "type": [
              "string",
              "null"
            ]
          },
          "year": {
            "type": "integer",
            "minimum": -9007199254740991,
            "maximum": 9007199254740991
          },
          "mileageKm": {
            "anyOf": [
              {
                "type": "integer",
                "minimum": -9007199254740991,
                "maximum": 9007199254740991
              },
              {
                "type": "null"
              }
            ],
            "description": "Odometer in km; null = the seller did not state it."
          },
          "priceEur": {
            "type": "integer",
            "minimum": -9007199254740991,
            "maximum": 9007199254740991,
            "description": "Asking price in EUR."
          },
          "priceVerdict": {
            "anyOf": [
              {
                "type": "string",
                "enum": [
                  "below_market",
                  "around_market",
                  "above_market"
                ]
              },
              {
                "type": "null"
              }
            ],
            "description": "AutoIsto price verdict against comparable cars (same model, similar year, mileage and version). null = not enough comparable cars, or the price is not a plain sale price (instalment, damaged car)."
          },
          "priceSavingEur": {
            "anyOf": [
              {
                "type": "integer",
                "minimum": -9007199254740991,
                "maximum": 9007199254740991
              },
              {
                "type": "null"
              }
            ],
            "description": "How much below the median of comparable cars; only set when priceVerdict is below_market."
          },
          "comparableCars": {
            "anyOf": [
              {
                "type": "integer",
                "minimum": -9007199254740991,
                "maximum": 9007199254740991
              },
              {
                "type": "null"
              }
            ],
            "description": "How many comparable cars the saving is computed from."
          },
          "fuel": {
            "type": [
              "string",
              "null"
            ]
          },
          "transmission": {
            "type": [
              "string",
              "null"
            ]
          },
          "location": {
            "description": "Town or district as stated in the listing.",
            "type": [
              "string",
              "null"
            ]
          },
          "country": {
            "type": [
              "string",
              "null"
            ]
          },
          "source": {
            "type": "string",
            "description": "Where the listing comes from (portal name, or AutoIsto for a seller's own listing)."
          },
          "url": {
            "type": "string",
            "description": "Link to the car on www.autoisto.sk — show it to the user unchanged."
          },
          "photoUrl": {
            "type": [
              "string",
              "null"
            ]
          }
        },
        "required": [
          "id",
          "brand",
          "model",
          "variant",
          "year",
          "mileageKm",
          "priceEur",
          "priceVerdict",
          "priceSavingEur",
          "comparableCars",
          "fuel",
          "transmission",
          "location",
          "country",
          "source",
          "url",
          "photoUrl"
        ],
        "additionalProperties": false
      },
      "description": "Up to 10 cars, AutoIsto's best-value order (closest to the budget when a budget was given)."
    },
    "allResultsUrl": {
      "type": "string",
      "description": "All matching cars on www.autoisto.sk."
    },
    "note": {
      "type": [
        "string",
        "null"
      ]
    }
  },
  "required": [
    "query",
    "understood",
    "relaxed",
    "notUnderstood",
    "totalMatches",
    "cars",
    "allResultsUrl",
    "note"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#",
  "additionalProperties": false
}
🟢get_car_details(carId)

Use this when the user asks for more about one specific car returned by search_cars (engine power, body, colour, price history, how long it has been listed). Requires the car id from search_cars; do not guess ids. Returns technical data and the AutoIsto price verdict; it does not return the seller's name, phone, description, VIN or licence plate — for contact the user opens the car's url. If the car is no longer in the offer, found is false.

Input Schema

{
  "type": "object",
  "properties": {
    "carId": {
      "type": "string",
      "minLength": 8,
      "maxLength": 40,
      "description": "The id of a car from search_cars results."
    }
  },
  "required": [
    "carId"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}

Output Schema

{
  "type": "object",
  "properties": {
    "found": {
      "type": "boolean"
    },
    "car": {
      "anyOf": [
        {
          "type": "object",
          "properties": {
            "id": {
              "type": "string",
              "description": "Stable AutoIsto car id; pass it to get_car_details."
            },
            "brand": {
              "type": "string"
            },
            "model": {
              "type": "string"
            },
            "variant": {
              "description": "Trim / engine as written by the seller, null when it only repeats the model.",
              "type": [
                "string",
                "null"
              ]
            },
            "year": {
              "type": "integer",
              "minimum": -9007199254740991,
              "maximum": 9007199254740991
            },
            "mileageKm": {
              "anyOf": [
                {
                  "type": "integer",
                  "minimum": -9007199254740991,
                  "maximum": 9007199254740991
                },
                {
                  "type": "null"
                }
              ],
              "description": "Odometer in km; null = the seller did not state it."
            },
            "priceEur": {
              "type": "integer",
              "minimum": -9007199254740991,
              "maximum": 9007199254740991,
              "description": "Asking price in EUR."
            },
            "priceVerdict": {
              "anyOf": [
                {
                  "type": "string",
                  "enum": [
                    "below_market",
                    "around_market",
                    "above_market"
                  ]
                },
                {
                  "type": "null"
                }
              ],
              "description": "AutoIsto price verdict against comparable cars (same model, similar year, mileage and version). null = not enough comparable cars, or the price is not a plain sale price (instalment, damaged car)."
            },
            "priceSavingEur": {
              "anyOf": [
                {
                  "type": "integer",
                  "minimum": -9007199254740991,
                  "maximum": 9007199254740991
                },
                {
                  "type": "null"
                }
              ],
              "description": "How much below the median of comparable cars; only set when priceVerdict is below_market."
            },
            "comparableCars": {
              "anyOf": [
                {
                  "type": "integer",
                  "minimum": -9007199254740991,
                  "maximum": 9007199254740991
                },
                {
                  "type": "null"
                }
              ],
              "description": "How many comparable cars the saving is computed from."
            },
            "fuel": {
              "type": [
                "string",
                "null"
              ]
            },
            "transmission": {
              "type": [
                "string",
                "null"
              ]
            },
            "location": {
              "description": "Town or district as stated in the listing.",
              "type": [
                "string",
                "null"
              ]
            },
            "country": {
              "type": [
                "string",
                "null"
              ]
            },
            "source": {
              "type": "string",
              "description": "Where the listing comes from (portal name, or AutoIsto for a seller's own listing)."
            },
            "url": {
              "type": "string",
              "description": "Link to the car on www.autoisto.sk — show it to the user unchanged."
            },
            "photoUrl": {
              "type": [
                "string",
                "null"
              ]
            },
            "powerKw": {
              "anyOf": [
                {
                  "type": "integer",
                  "minimum": -9007199254740991,
                  "maximum": 9007199254740991
                },
                {
                  "type": "null"
                }
              ]
            },
            "engineCcm": {
              "anyOf": [
                {
                  "type": "integer",
                  "minimum": -9007199254740991,
                  "maximum": 9007199254740991
                },
                {
                  "type": "null"
                }
              ]
            },
            "bodyType": {
              "type": [
                "string",
                "null"
              ]
            },
            "colour": {
              "type": [
                "string",
                "null"
              ]
            },
            "seats": {
              "anyOf": [
                {
                  "type": "integer",
                  "minimum": -9007199254740991,
                  "maximum": 9007199254740991
                },
                {
                  "type": "null"
                }
              ]
            },
            "daysListed": {
              "anyOf": [
                {
                  "type": "integer",
                  "minimum": -9007199254740991,
                  "maximum": 9007199254740991
                },
                {
                  "type": "null"
                }
              ],
              "description": "Days the car has been in AutoIsto's offer; null when not shown."
            },
            "priceHistory": {
              "type": "array",
              "items": {
                "type": "object",
                "properties": {
                  "date": {
                    "type": "string"
                  },
                  "priceEur": {
                    "type": "integer",
                    "minimum": -9007199254740991,
                    "maximum": 9007199254740991
                  }
                },
                "required": [
                  "date",
                  "priceEur"
                ],
                "additionalProperties": false
              },
              "description": "Prices AutoIsto has seen for this car, oldest first."
            },
            "photoCount": {
              "type": "integer",
              "minimum": -9007199254740991,
              "maximum": 9007199254740991
            }
          },
          "required": [
            "id",
            "brand",
            "model",
            "variant",
            "year",
            "mileageKm",
            "priceEur",
            "priceVerdict",
            "priceSavingEur",
            "comparableCars",
            "fuel",
            "transmission",
            "location",
            "country",
            "source",
            "url",
            "photoUrl",
            "powerKw",
            "engineCcm",
            "bodyType",
            "colour",
            "seats",
            "daysListed",
            "priceHistory",
            "photoCount"
          ],
          "additionalProperties": false
        },
        {
          "type": "null"
        }
      ]
    },
    "note": {
      "type": [
        "string",
        "null"
      ]
    }
  },
  "required": [
    "found",
    "car",
    "note"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#",
  "additionalProperties": false
}
🟢get_model_price(brand, model, year)

Use this when the user asks how much a car model costs in Slovakia, or whether a price for a model is reasonable. Returns the median ASKING price of the brand/model (optionally one model year) in AutoIsto's current offer, the sample size, the price range and the date. The median is omitted below 20 cars with a plain price. These are prices sellers ask, not sale prices; mileage and equipment move the price, so present it as a guide. Do not use it for valuing a specific car's condition, for new-car prices or for markets outside Slovakia.

Input Schema

{
  "type": "object",
  "properties": {
    "brand": {
      "type": "string",
      "minLength": 1,
      "maxLength": 60,
      "description": "Car brand, e.g. Škoda, Volkswagen, BMW (abbreviations such as VW work)."
    },
    "model": {
      "description": "Model, e.g. Octavia, Golf, X5, Rad 3, C trieda (English names such as 3 Series or C-Class also work — the interpretation is returned). Versions, body variants and generations (RS, Variant, B8) are not separated: figures cover the whole model and notApplied says so. Omit for the whole brand.",
      "type": "string",
      "maxLength": 80
    },
    "year": {
      "description": "Model year, only together with model.",
      "type": "integer",
      "minimum": 1950,
      "maximum": 2100
    }
  },
  "required": [
    "brand"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}

Output Schema

{
  "type": "object",
  "properties": {
    "found": {
      "type": "boolean"
    },
    "brand": {
      "type": [
        "string",
        "null"
      ]
    },
    "model": {
      "type": [
        "string",
        "null"
      ]
    },
    "year": {
      "anyOf": [
        {
          "type": "integer",
          "minimum": -9007199254740991,
          "maximum": 9007199254740991
        },
        {
          "type": "null"
        }
      ]
    },
    "scope": {
      "type": "string",
      "enum": [
        "brand",
        "model",
        "model_year",
        "none"
      ],
      "description": "What the figures cover. \"brand\" when no model was given — a year is applied only together with a model, see note."
    },
    "interpretation": {
      "description": "How the model name was understood when AutoIsto knows it under another name (\"3 Series\" → Rad 3, \"320d\" → Rad 3). Tell the user.",
      "type": [
        "string",
        "null"
      ]
    },
    "notApplied": {
      "description": "Part of the requested model the figures do NOT reflect (version, body, generation, e.g. \"RS\", \"Variant\", \"B8\"): figures cover the whole model. Tell the user.",
      "type": [
        "string",
        "null"
      ]
    },
    "listedCount": {
      "type": "integer",
      "minimum": -9007199254740991,
      "maximum": 9007199254740991,
      "description": "Cars of this brand/model(/year) in the offer today."
    },
    "medianAskingPriceEur": {
      "anyOf": [
        {
          "type": "integer",
          "minimum": -9007199254740991,
          "maximum": 9007199254740991
        },
        {
          "type": "null"
        }
      ],
      "description": "Median ASKING price; null when fewer than 20 cars have a plain price."
    },
    "sampleSize": {
      "type": "integer",
      "minimum": -9007199254740991,
      "maximum": 9007199254740991,
      "description": "Cars the median is computed from."
    },
    "minPriceEur": {
      "anyOf": [
        {
          "type": "integer",
          "minimum": -9007199254740991,
          "maximum": 9007199254740991
        },
        {
          "type": "null"
        }
      ]
    },
    "maxPriceEur": {
      "anyOf": [
        {
          "type": "integer",
          "minimum": -9007199254740991,
          "maximum": 9007199254740991
        },
        {
          "type": "null"
        }
      ]
    },
    "asOf": {
      "type": "string",
      "description": "Date of the figures (YYYY-MM-DD)."
    },
    "url": {
      "description": "Model page on www.autoisto.sk.",
      "type": [
        "string",
        "null"
      ]
    },
    "note": {
      "type": [
        "string",
        "null"
      ]
    }
  },
  "required": [
    "found",
    "brand",
    "model",
    "year",
    "scope",
    "interpretation",
    "notApplied",
    "listedCount",
    "medianAskingPriceEur",
    "sampleSize",
    "minPriceEur",
    "maxPriceEur",
    "asOf",
    "url",
    "note"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#",
  "additionalProperties": false
}

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