_ registry / mcp streamable-http · checked 46m ago

OpenDealer MCP Server

https://mcp.opendealer.app

Registry code: 67eb25ea0630e8cf

api record

Decide the vertical from the request, or ask. Pass vertical on every call. Pass vertical when the request names one. Use the vertical facet to narrow a blended result. Skip a tool that has no data for that vertical. Cite each row on its own host.

OpenDealer provides public automotive inventory search (no API key required for read tools).

endpoint
https://mcp.opendealer.app/rpc
protocol
streamable-http ·2025-06-18
authentication
none observed
public key
none — nobody has proven they own this listing · is it yours? claim it
karma
0 · newcomer
_ is it live, free and safe measured by this hub
Is OpenDealer MCP Server live?
Yes — it answered the hub's last check (checked 46m ago). It answered 99% of checks over the last 30 days.
Is OpenDealer MCP Server free to use?
Yes — the hub reached it with no key and no payment.
What tools does OpenDealer MCP Server have?
26 tools: search_vehicles, filter_vehicles, get_vehicle, check_recalls, get_dealer, dealers_near, dealer_inventory, compare_vehicles, ….
Is OpenDealer MCP Server safe to connect?
The hub found no text in its card or tool descriptions aimed at the agent reading them. It measures what the server answers, not its code — grant it only the access its tools need.
reachable
live
uptime, 30 days
98.8%

90 days 98.9%· all time 99%

latency
721ms

last good check

priced tools
0

of 26 tools

_ answered our checks, 90 days 568 checks · signed record
  • degraded → live
  • live → degraded· timeout after 20000ms
  • degraded → live
  • live → degraded· timeout after 20000ms
  • degraded → live
_ what it is for
topic
iot & hardware vehicles & automotive
used for
  • search car dealer inventory
  • get a vehicle deal score
  • check vehicle recalls
  • compare vehicle models
  • find nearby dealerships
takes → gives
text → data
tools
24 reads
_ usage and payments 30 days

Calls placed through this hub's router, from its own receipts. Every caller and every payer counts the same; the chain total is counted from three payers.

accounts
0

through this hub

calls served
0

successful

paid through this hub
0 USDC

what callers paid

_ what it can do 26 tools
7 open 19 never probed 7 of 26 classified

Price is per tool, not per server. An agent whose handshake is open can hold tools that demand a key or a payment, and one figure for the whole agent sends callers into a wall.

  • list_facets reads open 42d ago

    Discover canonical filter tokens and counts from the live search index (same values GET /v1/vehicles accepts: make, bodyType e.g. suv, fuelType e.g. gasoline, transmission e.g. automatic, drivetrain e.g. awd, plus price/year ranges). Counts match filter_vehicles totals for each token under the same make, condition, and location. Call this before filter_vehicles when you need valid dimension values. Optional make, condition, certified, near, and radius scope the facet counts.

    mcp-tool

    {
  "type": "object",
  "properties": {
    "make": {
      "type": "string",
      "minLength": 1
    },
    "near": {
      "type": "string",
      "minLength": 1,
      "description": "Location string (ZIP or city, state). Same as GET /v1/vehicles/facets near."
    },
    "class": {
      "type": "string",
      "minLength": 1,
      "description": "Off-road class slug: side-by-side, atv, or snowmobile. Legal when vertical=offroad. Same as GET /v2/listings/facets class."
    },
    "radius": {
      "type": "integer",
      "maximum": 250,
      "minimum": 1,
      "description": "Search radius in miles (1-250). Omit to use the platform default of 150 miles, the same as the shop and the Runtime API."
    },
    "vertical": {
      "type": "string",
      "minLength": 1,
      "description": "Shopper vertical. Omit for every public vertical (cars and off-road). Live verticals come from list_verticals."
    },
    "certified": {
      "type": "boolean"
    },
    "condition": {
      "enum": [
        "new",
        "used",
        "cpo"
      ],
      "type": "string",
      "description": "Listing condition. Same as GET /v1/vehicles condition: new, used, or cpo. The value certified is a deprecated alias of cpo."
    },
    "dealerSlug": {
      "type": "string",
      "minLength": 1,
      "description": "Scope off-road facets to one dealer slug. Same as GET /v2/listings/facets dealerSlug."
    }
  },
  "additionalProperties": false
}
    arguments 48 lines
  • get_market_overview reads open 42d ago

    Pass vertical when the request names one. Use the vertical facet to narrow a blended result. Skip a tool that has no data for that vertical. Get high-level market statistics for one vertical. Off-road segments are that vertical's classes. Returns aggregated market data including: • inventory.totalVehicles — searchable listings on the live index (priced, not sold) • inventory.activeDealers — active dealers with at least one priced vehicle (internet price or MSRP greater than 0). Same population as dealers_near and Shop, not every status=active account • marketData — YMM cohort snapshot medians and sample sizes • Top makes by segment volume (canonical make labels) • New vs Used vs CPO breakdown

    mcp-tool

    {
  "type": "object",
  "properties": {
    "make": {
      "type": "string",
      "minLength": 1,
      "description": "Filter by vehicle make"
    },
    "vertical": {
      "type": "string",
      "minLength": 1,
      "description": "Shopper vertical. Omit for every public vertical (cars and off-road). Live verticals come from list_verticals."
    },
    "condition": {
      "enum": [
        "new",
        "used",
        "cpo"
      ],
      "type": "string",
      "description": "Listing condition. Same as GET /v2/market/* condition: new, used, or cpo. The value certified is a deprecated alias of cpo."
    }
  },
  "additionalProperties": false
}
    arguments 25 lines
  • list_market_segments reads open 42d ago

    Browse market segments with pricing statistics (cohortKey, median price, sample size). Use cohortKey with get_market_segment / get_market_trends.

    mcp-tool

    {
  "type": "object",
  "properties": {
    "make": {
      "type": "string",
      "minLength": 1
    },
    "page": {
      "type": "integer",
      "maximum": 9007199254740991,
      "minimum": 1
    },
    "year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1990,
      "description": "Filter by year. Same as GET /v1/market/segments year."
    },
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1
    },
    "model": {
      "type": "string",
      "minLength": 1,
      "description": "Filter by model. Same as GET /v1/market/segments model."
    },
    "yearMax": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1990,
      "description": "Maximum year. Same as GET /v1/market/segments yearMax."
    },
    "yearMin": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1990,
      "description": "Minimum year. Same as GET /v1/market/segments yearMin."
    },
    "vertical": {
      "type": "string",
      "minLength": 1,
      "description": "Shopper vertical. Omit for every public vertical (cars and off-road). Live verticals come from list_verticals."
    },
    "certified": {
      "type": "boolean",
      "description": "Filter by certified status. Same as GET /v1/market/segments certified."
    },
    "cohortKey": {
      "type": "string",
      "minLength": 1
    },
    "condition": {
      "enum": [
        "new",
        "used",
        "cpo"
      ],
      "type": "string",
      "description": "Listing condition. Same as GET /v2/market/* condition: new, used, or cpo. The value certified is a deprecated alias of cpo."
    },
    "minSampleSize": {
      "type": "integer",
      "maximum": 9007199254740991,
      "minimum": 1
    }
  },
  "additionalProperties": false
}
    arguments 70 lines
  • get_market_velocity reads open 42d ago

    How quickly vehicles sell by segment (fastest/slowest days on lot). Optional make/type filters.

    mcp-tool

    {
  "type": "object",
  "properties": {
    "make": {
      "type": "string",
      "minLength": 1
    },
    "limit": {
      "type": "integer",
      "default": 20,
      "maximum": 50,
      "minimum": 1
    },
    "vertical": {
      "type": "string",
      "minLength": 1,
      "description": "Shopper vertical. Omit for every public vertical (cars and off-road). Live verticals come from list_verticals."
    },
    "condition": {
      "enum": [
        "new",
        "used",
        "cpo"
      ],
      "type": "string",
      "description": "Listing condition. Same as GET /v2/market/* condition: new, used, or cpo. The value certified is a deprecated alias of cpo."
    }
  },
  "additionalProperties": false
}
    arguments 30 lines
  • get_suggested_rates reads open 42d ago

    National average suggested auto loan APRs for cars (not a credit offer). Other verticals return "Not available for this vertical" until that vertical has a rate source. Optional filters: condition (new/used), termMonths (36–84), creditTier.

    mcp-tool

    {
  "type": "object",
  "properties": {
    "vertical": {
      "type": "string",
      "minLength": 1,
      "description": "Shopper vertical. Omit for every public vertical (cars and off-road). Live verticals come from list_verticals."
    },
    "condition": {
      "enum": [
        "new",
        "used"
      ],
      "type": "string"
    },
    "creditTier": {
      "enum": [
        "excellent",
        "good",
        "average",
        "fair"
      ],
      "type": "string",
      "description": "Credit tier. Same as GET /v1/finance/suggested-rates creditTier."
    },
    "termMonths": {
      "enum": [
        36,
        48,
        60,
        72,
        84
      ],
      "type": "integer",
      "description": "Loan term in months. Same as GET /v1/finance/suggested-rates termMonths."
    }
  },
  "additionalProperties": false
}
    arguments 39 lines
  • get_vehicle_rankings reads open 42d ago

    Get data-driven vehicle rankings (e.g., best SUVs, most fuel-efficient cars). Call without arguments to list all ranking categories. Pass a category slug (e.g., "suvs") for the full scored ranking. Rankings are computed from public data with a published methodology: NHTSA safety ratings, EPA fuel economy, manufacturer pricing, and live market availability. There is no paid placement; each entry includes its transparent score breakdown. CRITICAL: Only use the 'url' field from the response for links. NEVER invent or construct URLs.

    mcp-tool

    {
  "type": "object",
  "properties": {
    "category": {
      "type": "string",
      "minLength": 1,
      "description": "Ranking category slug (e.g., \"suvs\"). Omit to list all available categories."
    }
  },
  "additionalProperties": false
}
    arguments 11 lines
  • list_research_makes reads open 42d ago

    Browse the research catalog of vehicle makes (with model and inventory counts). Use to resolve exact make names/slugs before filter_vehicles or research_model.

    mcp-tool

    {
  "type": "object",
  "properties": {
    "q": {
      "type": "string",
      "minLength": 1,
      "description": "Optional substring filter on make name/slug"
    },
    "limit": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1
    }
  },
  "additionalProperties": false
}
    arguments 16 lines
  • search_vehicles reads unknown 42d ago

    Forgiving vehicle search (Meilisearch): natural-language q, typo-tolerant make/model/color, optional structured filters. Use when the shopper query is fuzzy or exploratory. Use filter_vehicles instead when make/model/year/body/price/location are known — it applies exact hard filters via GET /v1/vehicles and returns trustworthy totals. Listings with zero photos are omitted. Discovery order: list_facets / list_research_makes → filter_vehicles (structured) or search_vehicles (exploratory) → get_vehicle / get_deal_score for depth. Location (choose ONE): zip+radius, lat+lng+radius, city+state+radius, county+state+radius — or embed location in q. q may also be a 17-character VIN for exact lookup. When the ask implies analysis (deal, safety, budget, timing, dealer plan), chain shopping playbooks from initialize instructions or opendealer://assistant/shopping-playbooks. CRITICAL: CITE: Each vehicle's cite object is `vin` + `url` (that listing's own host). Cite only `url` to shoppers. Never invent VDP URLs. Never cite `detailsUrl` (dealer/LotLinx). Never send shoppers to `/llm/*` HTML or `/v1/llm/*` as the human listing URL.

    mcp-tool

    {
  "type": "object",
  "properties": {
    "q": {
      "type": "string",
      "minLength": 1,
      "description": "Free-text natural-language query, or a 17-character VIN for exact listing lookup. For sentences (e.g. \"new black Honda Civic sedan under $45k within 150 miles of 92672\"), price/mileage/year/condition and zip+radius are parsed as hard constraints; make/model/color/body words are matched forgivingly. Explicit structured params override parsed values. Prefer filter_vehicles when make/model/location are already known."
    },
    "lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Latitude coordinate"
    },
    "lng": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Longitude coordinate"
    },
    "zip": {
      "type": "string",
      "pattern": "^[0-9]{5}$",
      "description": "5-digit US ZIP code (e.g., 92688)"
    },
    "city": {
      "type": "string",
      "minLength": 1,
      "description": "City name"
    },
    "make": {
      "type": "string",
      "minLength": 1,
      "description": "Vehicle make (e.g., Honda, Toyota, Tesla)"
    },
    "mode": {
      "enum": [
        "keyword",
        "hybrid"
      ],
      "type": "string",
      "description": "Search mode. Use hybrid for conceptual queries with little keyword overlap (e.g. \"family hauler good in snow\"). Hard caps still apply as filters. Falls back to keyword if semantic is unavailable."
    },
    "near": {
      "type": "string",
      "minLength": 1,
      "description": "Location string (ZIP or city, state). Same as GET /v1/vehicles/search near."
    },
    "page": {
      "type": "integer",
      "default": 1,
      "maximum": 9007199254740991,
      "minimum": 1,
      "description": "Page number (1-based). Same as GET /v1/vehicles/search page."
    },
    "trim": {
      "type": "string",
      "minLength": 1,
      "description": "Trim level (e.g., EX, Limited, Performance)"
    },
    "year": {
      "type": "integer",
      "maximum": 2100,
      "minimum": 1900,
      "description": "Alias for vehicleModelDate. Same as GET /v1/vehicles/search year."
    },
    "class": {
      "enum": [
        "side-by-side",
        "atv",
        "snowmobile"
      ],
      "type": "string",
      "description": "Off-road class. Legal when vertical=offroad. side-by-side, atv, or snowmobile."
    },
    "color": {
      "type": "string",
      "minLength": 1,
      "description": "Exterior color (e.g., black, white). Resolved to color families, so \"black\" matches \"Crystal Black Pearl\". Same as GET /v1/vehicles color."
    },
    "drive": {
      "enum": [
        "2wd",
        "4wd",
        "awd"
      ],
      "type": "string",
      "description": "Drive: 2wd, 4wd, or awd. Legal when vertical=offroad. Same as GET /v2/listings/search drive."
    },
    "limit": {
      "type": "integer",
      "default": 25,
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of results to return (1-100, default: 25)"
    },
    "model": {
      "type": "string",
      "minLength": 1,
      "description": "Vehicle model (e.g., Civic, Camry, Model 3). Broad terms match all variants (Civic -> Civic Sedan/Si/Hatchback) unless narrowed by trim."
    },
    "seats": {
      "type": "integer",
      "maximum": 12,
      "minimum": 1,
      "description": "Seating capacity. Legal when vertical=offroad. Same as GET /v2/listings/search seats."
    },
    "state": {
      "description": "2-letter US state code (e.g., CA, TX)"
    },
    "county": {
      "type": "string",
      "minLength": 1,
      "description": "County name"
    },
    "radius": {
      "type": "integer",
      "maximum": 250,
      "minimum": 1,
      "description": "Search radius in miles (1-250). Omit to use the platform default of 150 miles, the same as the shop and the Runtime API."
    },
    "sortBy": {
      "enum": [
        "price",
        "vehiclemodeldate",
        "distance",
        "updatedat",
        "mileage",
        "daysonlot",
        "pricechange"
      ],
      "type": "string",
      "description": "Sort field. Same as GET /v1/vehicles/search sortBy: price, vehiclemodeldate, distance, updatedat, mileage, daysonlot, pricechange."
    },
    "subtype": {
      "enum": [
        "sport",
        "utility",
        "youth"
      ],
      "type": "string",
      "description": "Off-road sub-type: sport, utility, or youth. Legal when vertical=offroad. Same as GET /v2/listings/search subtype."
    },
    "yearMax": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1990,
      "description": "Maximum model year. Same as GET /v1/vehicles yearMax."
    },
    "yearMin": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1990,
      "description": "Minimum model year. Same as GET /v1/vehicles yearMin."
    },
    "bodyType": {
      "enum": [
        "sedan",
        "suv",
        "truck",
        "coupe",
        "van",
        "wagon",
        "convertible",
        "hatchback"
      ],
      "type": "string",
      "description": "Vehicle body style. Same as GET /v1/vehicles bodyType."
    },
    "dealerId": {
      "type": "string",
      "format": "uuid",
      "pattern": "^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$",
      "description": "Filter to a single dealer UUID. Same as GET /v1/vehicles/search dealerId."
    },
    "fuelType": {
      "enum": [
        "gasoline",
        "diesel",
        "electric",
        "hybrid",
        "plug-in-hybrid"
      ],
      "type": "string",
      "description": "Fuel type. Same as GET /v1/vehicles fuelType."
    },
    "priceMax": {
      "type": "integer",
      "maximum": 9007199254740991,
      "minimum": 0,
      "description": "Maximum price in USD. Same as GET /v1/vehicles priceMax."
    },
    "priceMin": {
      "type": "integer",
      "maximum": 9007199254740991,
      "minimum": 0,
      "description": "Minimum price in USD. Same as GET /v1/vehicles priceMin."
    },
    "vertical": {
      "type": "string",
      "minLength": 1,
      "description": "Shopper vertical. Omit for every public vertical (cars and off-road). Live verticals come from list_verticals."
    },
    "certified": {
      "type": "boolean",
      "description": "Certified pre-owned only. Same as GET /v1/vehicles certified."
    },
    "condition": {
      "enum": [
        "new",
        "used",
        "cpo"
      ],
      "type": "string",
      "description": "Listing condition. Same as GET /v1/vehicles condition: new, used, or cpo. The value certified is a deprecated alias of cpo."
    },
    "hasImages": {
      "type": "boolean",
      "description": "Listings with zero photos are omitted. Same as GET /v1/vehicles/search hasImages=true."
    },
    "sortOrder": {
      "enum": [
        "asc",
        "desc"
      ],
      "type": "string",
      "description": "Sort direction. Same as GET /v1/vehicles sortOrder."
    },
    "drivetrain": {
      "enum": [
        "fwd",
        "rwd",
        "awd",
        "4wd"
      ],
      "type": "string",
      "description": "Drivetrain configuration. Same as GET /v1/vehicles drivetrain."
    },
    "mileageMax": {
      "type": "integer",
      "maximum": 9007199254740991,
      "minimum": 0,
      "description": "Maximum mileage. Same as GET /v1/vehicles mileageMax."
    },
    "transmission": {
      "enum": [
        "automatic",
        "manual",
        "cvt"
      ],
      "type": "string",
      "description": "Transmission type. Same as GET /v1/vehicles transmission."
    },
    "semanticRatio": {
      "type": "number",
      "maximum": 1,
      "minimum": 0,
      "description": "Semantic blend weight 0..1 when mode=hybrid (default 0.5). Higher = more conceptual matching."
    },
    "priceChangeMax": {
      "type": "number",
      "description": "Maximum indexed priceChange (USD delta vs first recorded ask; use -1 to exclude unchanged listings)"
    },
    "priceChangeMin": {
      "type": "number",
      "description": "Minimum indexed priceChange (USD delta vs first recorded ask; negative means a drop)"
    },
    "displacementMax": {
      "type": "number",
      "minimum": 0,
      "description": "Maximum engine displacement in cc. Legal when vertical=offroad. Same as GET /v2/listings/search displacementMax."
    },
    "displacementMin": {
      "type": "number",
      "minimum": 0,
      "description": "Minimum engine displacement in cc. Legal when vertical=offroad. Same as GET /v2/listings/search displacementMin."
    },
    "inventoryStatus": {
      "enum": [
        "on_lot",
        "in_transit",
        "sold",
        "reserved",
        "all"
      ],
      "type": "string",
      "description": "Inventory disposition filter. Same as GET /v1/vehicles/search inventoryStatus."
    },
    "vehicleModelDate": {
      "type": "integer",
      "maximum": 2100,
      "minimum": 1900,
      "description": "Exact model year. Same as GET /v1/vehicles/search vehicleModelDate."
    }
  },
  "additionalProperties": false
}
    arguments 297 lines
  • filter_vehicles reads unknown 42d ago

    Preferred structured inventory lookup when make/model/year/color/location are known. Exact hard filters only via GET /v1/vehicles (same Meilisearch collection as search_vehicles). Totals match the filters you pass. Listings with zero photos are omitted. fuelType is the canonical label. transmission and drivetrain match every indexed raw string in that bucket (automatic includes "8-Speed Automatic"). A 503 powertrain_filter_unavailable means that facet list could not be read, not that zero cars match. Resolve make/model with list_research_makes / list_research_models first. Map shopper prose onto labeled keys; use search_vehicles only for fuzzy NL or VIN-in-q lookup. Often the first step in shopping playbooks (budget_coach, safety_first, price_drop_sniper, dealer_crawl). After results, chain get_deal_score / get_vehicle_history / check_recalls / compare_vehicles when the user needs a recommendation, not just a list. See opendealer://assistant/shopping-playbooks. CRITICAL: CITE: Each vehicle's cite object is `vin` + `url` (that listing's own host). Cite only `url` to shoppers. Never invent VDP URLs. Never cite `detailsUrl` (dealer/LotLinx). Never send shoppers to `/llm/*` HTML or `/v1/llm/*` as the human listing URL.

    mcp-tool

    {
  "type": "object",
  "properties": {
    "lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Latitude coordinate"
    },
    "lng": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Longitude coordinate"
    },
    "zip": {
      "type": "string",
      "pattern": "^[0-9]{5}$",
      "description": "5-digit US ZIP code (e.g., 92688)"
    },
    "city": {
      "type": "string",
      "minLength": 1
    },
    "make": {
      "type": "string",
      "minLength": 1,
      "description": "Vehicle make (resolve via list_research_makes if unsure)"
    },
    "near": {
      "type": "string",
      "minLength": 1,
      "description": "Location string (ZIP or city, state). Same as GET /v1/vehicles near."
    },
    "page": {
      "type": "integer",
      "default": 1,
      "maximum": 9007199254740991,
      "minimum": 1,
      "description": "Page number (1-based). Same as GET /v1/vehicles page."
    },
    "year": {
      "type": "integer",
      "maximum": 2100,
      "minimum": 1900,
      "description": "Alias for vehicleModelDate. Same as GET /v1/vehicles year."
    },
    "class": {
      "enum": [
        "side-by-side",
        "atv",
        "snowmobile"
      ],
      "type": "string",
      "description": "Off-road class. Legal when vertical=offroad. side-by-side, atv, or snowmobile."
    },
    "color": {
      "type": "string",
      "minLength": 1,
      "description": "Exterior color family. Same as GET /v1/vehicles color."
    },
    "drive": {
      "enum": [
        "2wd",
        "4wd",
        "awd"
      ],
      "type": "string",
      "description": "Drive: 2wd, 4wd, or awd. Legal when vertical=offroad. Same as GET /v2/listings drive."
    },
    "limit": {
      "type": "integer",
      "default": 25,
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of results to return (1-100, default: 25)"
    },
    "model": {
      "type": "string",
      "minLength": 1,
      "description": "Vehicle model (resolve via list_research_models if unsure)"
    },
    "seats": {
      "type": "integer",
      "maximum": 12,
      "minimum": 1,
      "description": "Seating capacity. Legal when vertical=offroad. Same as GET /v2/listings seats."
    },
    "state": {
      "description": "2-letter US state code (e.g., CA, TX)"
    },
    "county": {
      "type": "string",
      "minLength": 1,
      "description": "County name"
    },
    "fields": {
      "type": "string",
      "description": "Sparse field selection (comma-separated). Same as GET /v1/vehicles fields."
    },
    "radius": {
      "type": "integer",
      "maximum": 250,
      "minimum": 1,
      "description": "Search radius in miles (1-250). Omit to use the platform default of 150 miles, the same as the shop and the Runtime API."
    },
    "sortBy": {
      "enum": [
        "price",
        "vehiclemodeldate",
        "distance",
        "updatedat",
        "mileage",
        "daysonlot",
        "make",
        "model",
        "pricechange"
      ],
      "type": "string",
      "description": "Sort field. Same as GET /v1/vehicles sortBy: price, vehiclemodeldate, distance, updatedat, mileage, daysonlot, make, model, pricechange."
    },
    "subtype": {
      "enum": [
        "sport",
        "utility",
        "youth"
      ],
      "type": "string",
      "description": "Off-road sub-type: sport, utility, or youth. Legal when vertical=offroad. Same as GET /v2/listings subtype."
    },
    "yearMax": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1990,
      "description": "Maximum model year. Same as GET /v1/vehicles yearMax."
    },
    "yearMin": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1990,
      "description": "Minimum model year. Same as GET /v1/vehicles yearMin."
    },
    "bodyType": {
      "enum": [
        "sedan",
        "suv",
        "truck",
        "coupe",
        "van",
        "wagon",
        "convertible",
        "hatchback"
      ],
      "type": "string",
      "description": "Vehicle body style. Same as GET /v1/vehicles bodyType."
    },
    "dealerId": {
      "type": "string",
      "format": "uuid",
      "pattern": "^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$",
      "description": "Filter to a single dealer UUID. Same as GET /v1/vehicles dealerId."
    },
    "fuelType": {
      "enum": [
        "gasoline",
        "diesel",
        "electric",
        "hybrid",
        "plug-in-hybrid"
      ],
      "type": "string",
      "description": "Fuel type. Same as GET /v1/vehicles fuelType."
    },
    "priceMax": {
      "type": "integer",
      "maximum": 9007199254740991,
      "minimum": 0,
      "description": "Maximum price in USD. Same as GET /v1/vehicles priceMax."
    },
    "priceMin": {
      "type": "integer",
      "maximum": 9007199254740991,
      "minimum": 0,
      "description": "Minimum price in USD. Same as GET /v1/vehicles priceMin."
    },
    "vertical": {
      "type": "string",
      "minLength": 1,
      "description": "Shopper vertical. Omit for every public vertical (cars and off-road). Live verticals come from list_verticals."
    },
    "certified": {
      "type": "boolean",
      "description": "Certified pre-owned only. Same as GET /v1/vehicles certified."
    },
    "condition": {
      "enum": [
        "new",
        "used",
        "cpo"
      ],
      "type": "string",
      "description": "Listing condition. Same as GET /v1/vehicles condition: new, used, or cpo. The value certified is a deprecated alias of cpo."
    },
    "hasImages": {
      "type": "boolean",
      "description": "Listings with zero photos are omitted. Same as GET /v1/vehicles hasImages=true."
    },
    "sortOrder": {
      "enum": [
        "asc",
        "desc"
      ],
      "type": "string",
      "description": "Sort direction. Same as GET /v1/vehicles sortOrder."
    },
    "dealerSlug": {
      "type": "string",
      "maxLength": 200,
      "minLength": 1,
      "description": "Filter to a dealer slug. Same as GET /v1/vehicles dealerSlug."
    },
    "drivetrain": {
      "enum": [
        "fwd",
        "rwd",
        "awd",
        "4wd"
      ],
      "type": "string",
      "description": "Drivetrain configuration. Same as GET /v1/vehicles drivetrain."
    },
    "identifier": {
      "type": "string",
      "maxLength": 64,
      "minLength": 1,
      "description": "VIN, 12-character HIN, or internal id. Looks the unit up across the verticals this request searches, without a dealer. Same as GET /v2/listings identifier."
    },
    "mileageMax": {
      "type": "integer",
      "maximum": 9007199254740991,
      "minimum": 0,
      "description": "Maximum mileage. Same as GET /v1/vehicles mileageMax."
    },
    "transmission": {
      "enum": [
        "automatic",
        "manual",
        "cvt"
      ],
      "type": "string",
      "description": "Transmission type. Same as GET /v1/vehicles transmission."
    },
    "priceChangeMax": {
      "type": "number",
      "description": "Maximum indexed priceChange (USD delta vs first recorded ask; use -1 to exclude unchanged listings)"
    },
    "priceChangeMin": {
      "type": "number",
      "description": "Minimum indexed priceChange (USD delta vs first recorded ask; negative means a drop)"
    },
    "strictLocation": {
      "type": "boolean",
      "description": "When true, a bare near city that matches several states or none returns an empty collection (same as GET /v1/llm/filter). ZIP and city+state are unchanged. Omit to keep the highest-population city pick. Same as GET /v1/vehicles strictLocation."
    },
    "displacementMax": {
      "type": "number",
      "minimum": 0,
      "description": "Maximum engine displacement in cc. Legal when vertical=offroad. Same as GET /v2/listings displacementMax."
    },
    "displacementMin": {
      "type": "number",
      "minimum": 0,
      "description": "Minimum engine displacement in cc. Legal when vertical=offroad. Same as GET /v2/listings displacementMin."
    },
    "vehicleModelDate": {
      "type": "integer",
      "maximum": 2100,
      "minimum": 1900,
      "description": "Exact model year. Same as GET /v1/vehicles vehicleModelDate."
    }
  },
  "additionalProperties": false
}
    arguments 283 lines
  • get_vehicle reads unknown never probed

    Get complete details for a specific vehicle by listingId or VIN. When a VIN is listed at multiple dealer rooftops, a VIN-only lookup returns an envelope of every listing (type vehicle_listings) with no single-store price, seller, or url. Pass listingId to fetch one store. Returns comprehensive Schema.org Vehicle data including: • Full specifications (engine, transmission, drivetrain) • High-resolution images • Current pricing and availability • NHTSA NCAP safety rating summary (when available) • NHTSA open recall summary (YMM-granular, when available) • Dealer contact information Starting point for the vehicle_dossier playbook. For buy/no-buy questions, continue with get_deal_score → get_vehicle_history → check_recalls → get_similar_vehicles. CRITICAL: CITE: Each vehicle's cite object is `vin` + `url` (that listing's own host). Cite only `url` to shoppers. Never invent VDP URLs. Never cite `detailsUrl` (dealer/LotLinx). Never send shoppers to `/llm/*` HTML or `/v1/llm/*` as the human listing URL.

    mcp-tool

    {
  "type": "object",
  "properties": {
    "vin": {
      "description": "17-character Vehicle Identification Number"
    },
    "view": {
      "enum": [
        "minimal",
        "standard"
      ],
      "type": "string",
      "default": "standard",
      "description": "Response format: standard (full details) or minimal (compact)"
    },
    "dealerId": {
      "type": "string",
      "format": "uuid",
      "pattern": "^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$",
      "description": "Scope lookup to a specific dealer when the VIN exists at multiple rooftops. Same as GET /v1/vehicles/:vin dealerId."
    },
    "vertical": {
      "type": "string",
      "minLength": 1,
      "description": "Shopper vertical. Omit for every public vertical (cars and off-road). Live verticals come from list_verticals."
    },
    "listingId": {
      "type": "string",
      "maxLength": 300,
      "minLength": 19,
      "description": "Canonical listing id (`dealerId-or-slug:VIN`). Preferred when the VIN is listed at multiple dealers."
    },
    "dealerSlug": {
      "type": "string",
      "maxLength": 200,
      "minLength": 1,
      "description": "Scope lookup by dealer slug. Same as GET /v1/vehicles/:vin dealerSlug."
    },
    "includeSold": {
      "type": "boolean",
      "description": "When true, return sold tombstone if no live listing. Same as GET /v1/vehicles/:vin includeSold."
    }
  },
  "additionalProperties": false
}
    arguments 45 lines
  • check_recalls reads unknown never probed

    Open safety recalls for a listing. Pass vertical when the request names one. Cars use NHTSA (year, make, and model; a campaign may not apply to every VIN). Off-road uses CPSC. Call this with the off-road listing id; the tool reads GET /v2/listings/{listingId}/recalls and does not use the cars-only /v1 path for that id. Every response names the source and states one outcome in words: "confirmed for this VIN", "possible for this year, make, and model", "no matching published recall", or "coverage unavailable". An empty list is not "no recalls." Say the outcome. Do not invent a recall or a VIN range. Required step in vehicle_dossier and safety_first playbooks.

    mcp-tool

    {
  "type": "object",
  "properties": {
    "vin": {
      "description": "17-character Vehicle Identification Number"
    },
    "vertical": {
      "type": "string",
      "minLength": 1,
      "description": "Shopper vertical. Omit for every public vertical (cars and off-road). Live verticals come from list_verticals."
    },
    "listingId": {
      "type": "string",
      "maxLength": 300,
      "minLength": 1,
      "description": "Canonical listing id (`dealerId-or-slug:VIN`). Required for an off-road unit when the VIN is listed at more than one rooftop. Same path key as GET /v2/listings/{listingId}/recalls."
    }
  },
  "additionalProperties": false
}
    arguments 20 lines
  • get_dealer reads unknown never probed

    Get comprehensive information about a specific dealership. Returns Google-enriched dealer knowledge optimized for assistants: • Name, address, phone, website • Google rating, review count, hours, business status • Inventory count and OpenDealer profile links • Contact points for sales / customer service Use this when a shopper asks "tell me about X dealership" or needs hours/ratings for a known dealer. Prefer a slug from dealers_near or search results. A display name binds only when it matches one rooftop. Shared names (two Jay Hatfield stores, or just "Honda") return candidate slugs instead of picking one. CRITICAL: Only use URL fields from the response (website, urls.*). NEVER invent or construct URLs.

    mcp-tool

    {
  "type": "object",
  "required": [
    "dealerId"
  ],
  "properties": {
    "dealerId": {
      "type": "string",
      "minLength": 3,
      "description": "Dealer slug (e.g. \"rsm-honda\") or the full rooftop display name. Prefer the slug from dealers_near. A display name is accepted only when it matches one rooftop; shared names return candidate slugs instead of a guess."
    },
    "vertical": {
      "type": "string",
      "minLength": 1,
      "description": "Shopper vertical. Omit for every public vertical (cars and off-road). Live verticals come from list_verticals."
    }
  },
  "additionalProperties": false
}
    arguments 19 lines
  • dealers_near reads unknown 42d ago

    Find dealerships near a location. Location modes (choose ONE): • zip + radius (miles) • lat + lng + radius • city + state + radius • county + state + radius Returns dealer information including: • Name, address, phone, website • Slug (the public handle for get_dealer and dealer_inventory; the public list does not include internal dealer UUIDs) • Distance from search location • Current inventory count • Business hours (when available) Response `total` is the full match count for the query (ignores `limit`/`offset`), same population as get_market_overview inventory.activeDealers when unfiltered.

    mcp-tool

    {
  "type": "object",
  "properties": {
    "q": {
      "type": "string",
      "maxLength": 200,
      "minLength": 2,
      "description": "Whole-token filter on dealer name, slug, or city. Same as GET /v1/dealers q."
    },
    "lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Latitude coordinate"
    },
    "lng": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Longitude coordinate"
    },
    "zip": {
      "type": "string",
      "pattern": "^[0-9]{5}$",
      "description": "5-digit US ZIP code (e.g., 92688)"
    },
    "city": {
      "type": "string",
      "minLength": 1,
      "description": "City name"
    },
    "limit": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1,
      "description": "Maximum number of dealers to return (1-200). Omit to use the Runtime API default of 100."
    },
    "state": {
      "description": "2-letter US state code (e.g., CA, TX)"
    },
    "county": {
      "type": "string",
      "minLength": 1,
      "description": "County name"
    },
    "offset": {
      "type": "integer",
      "default": 0,
      "maximum": 9007199254740991,
      "minimum": 0,
      "description": "Number of results to skip. The window is the next `limit` vehicles starting at this offset (default 0)."
    },
    "radius": {
      "type": "integer",
      "maximum": 250,
      "minimum": 1,
      "description": "Search radius in miles (1-250). Omit to use the platform default of 150 miles, the same as the shop and the Runtime API."
    },
    "vertical": {
      "type": "string",
      "minLength": 1,
      "description": "Shopper vertical. Omit for every public vertical (cars and off-road). Live verticals come from list_verticals."
    }
  },
  "additionalProperties": false
}
    arguments 66 lines
  • dealer_inventory reads unknown never probed

    Browse the complete inventory of a specific dealership. IMPORTANT: Use the exact dealer slug from a previous dealers_near or search_vehicles response. Do NOT guess dealer IDs. Useful when a user wants to see what a particular dealer has in stock. Supports all vehicle filters (make, model, price, etc.). Listings with zero photos are omitted. CRITICAL: CITE: Each vehicle's cite object is `vin` + `url` (that listing's own host). Cite only `url` to shoppers. Never invent VDP URLs. Never cite `detailsUrl` (dealer/LotLinx). Never send shoppers to `/llm/*` HTML or `/v1/llm/*` as the human listing URL.

    mcp-tool

    {
  "type": "object",
  "required": [
    "dealerId"
  ],
  "properties": {
    "make": {
      "type": "string",
      "minLength": 1,
      "description": "Vehicle make"
    },
    "page": {
      "type": "integer",
      "default": 1,
      "maximum": 9007199254740991,
      "minimum": 1,
      "description": "Page number (1-based). Same as dealer inventory page."
    },
    "view": {
      "enum": [
        "llm",
        "standard",
        "minimal"
      ],
      "type": "string",
      "default": "standard",
      "description": "Response detail: standard (features/gallery, default), llm (compact), minimal"
    },
    "year": {
      "type": "integer",
      "maximum": 2100,
      "minimum": 1900,
      "description": "Alias for vehicleModelDate. Same as dealer inventory year."
    },
    "drive": {
      "enum": [
        "2wd",
        "4wd",
        "awd"
      ],
      "type": "string",
      "description": "Drive: 2wd, 4wd, or awd. Legal when vertical=offroad. Same as dealer inventory drive."
    },
    "limit": {
      "type": "integer",
      "default": 25,
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of results to return (1-100, default: 25)"
    },
    "model": {
      "type": "string",
      "minLength": 1,
      "description": "Vehicle model"
    },
    "seats": {
      "type": "integer",
      "maximum": 12,
      "minimum": 1,
      "description": "Seating capacity. Legal when vertical=offroad. Same as dealer inventory seats."
    },
    "fields": {
      "type": "string",
      "description": "Sparse field selection (comma-separated). Same as dealer inventory fields."
    },
    "sortBy": {
      "enum": [
        "price",
        "vehiclemodeldate",
        "distance",
        "updatedat",
        "mileage",
        "daysonlot",
        "make",
        "model",
        "pricechange"
      ],
      "type": "string",
      "description": "Sort field. Same as GET /v1/vehicles sortBy: price, vehiclemodeldate, distance, updatedat, mileage, daysonlot, make, model, pricechange."
    },
    "subtype": {
      "enum": [
        "sport",
        "utility",
        "youth"
      ],
      "type": "string",
      "description": "Off-road sub-type: sport, utility, or youth. Legal when vertical=offroad. Same as dealer inventory subtype."
    },
    "yearMax": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1990,
      "description": "Maximum model year. Same as GET /v1/vehicles yearMax."
    },
    "yearMin": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1990,
      "description": "Minimum model year. Same as GET /v1/vehicles yearMin."
    },
    "bodyType": {
      "enum": [
        "sedan",
        "suv",
        "truck",
        "coupe",
        "van",
        "wagon",
        "convertible",
        "hatchback"
      ],
      "type": "string",
      "description": "Vehicle body style. Same as GET /v1/vehicles bodyType."
    },
    "dealerId": {
      "type": "string",
      "minLength": 3,
      "description": "Dealer identifier (UUID or slug like \"rsm-honda\")"
    },
    "fuelType": {
      "enum": [
        "gasoline",
        "diesel",
        "electric",
        "hybrid",
        "plug-in-hybrid"
      ],
      "type": "string",
      "description": "Fuel type. Same as GET /v1/vehicles fuelType."
    },
    "priceMax": {
      "type": "integer",
      "maximum": 9007199254740991,
      "minimum": 0,
      "description": "Maximum price in USD. Same as GET /v1/vehicles priceMax."
    },
    "priceMin": {
      "type": "integer",
      "maximum": 9007199254740991,
      "minimum": 0,
      "description": "Minimum price in USD. Same as GET /v1/vehicles priceMin."
    },
    "vertical": {
      "type": "string",
      "minLength": 1,
      "description": "Shopper vertical. Omit for every public vertical (cars and off-road). Live verticals come from list_verticals."
    },
    "certified": {
      "type": "boolean",
      "description": "Certified pre-owned only. Same as GET /v1/vehicles certified."
    },
    "condition": {
      "enum": [
        "new",
        "used",
        "cpo"
      ],
      "type": "string",
      "description": "Listing condition. Same as GET /v1/vehicles condition: new, used, or cpo. The value certified is a deprecated alias of cpo."
    },
    "sortOrder": {
      "enum": [
        "asc",
        "desc"
      ],
      "type": "string",
      "description": "Sort direction. Same as GET /v1/vehicles sortOrder."
    },
    "drivetrain": {
      "enum": [
        "fwd",
        "rwd",
        "awd",
        "4wd"
      ],
      "type": "string",
      "description": "Drivetrain configuration. Same as GET /v1/vehicles drivetrain."
    },
    "mileageMax": {
      "type": "integer",
      "maximum": 9007199254740991,
      "minimum": 0,
      "description": "Maximum mileage. Same as GET /v1/vehicles mileageMax."
    },
    "transmission": {
      "enum": [
        "automatic",
        "manual",
        "cvt"
      ],
      "type": "string",
      "description": "Transmission type. Same as GET /v1/vehicles transmission."
    },
    "displacementMax": {
      "type": "number",
      "minimum": 0,
      "description": "Maximum engine displacement in cc. Legal when vertical=offroad. Same as dealer inventory displacementMax."
    },
    "displacementMin": {
      "type": "number",
      "minimum": 0,
      "description": "Minimum engine displacement in cc. Legal when vertical=offroad. Same as dealer inventory displacementMin."
    },
    "vehicleModelDate": {
      "type": "integer",
      "maximum": 2100,
      "minimum": 1900,
      "description": "Exact model year. Same as dealer inventory vehicleModelDate."
    }
  },
  "additionalProperties": false
}
    arguments 213 lines
  • compare_vehicles reads unknown never probed

    Compare 2-5 vehicles side by side. Returns a structured comparison including specs, price context, and per-vehicle cite fields (vin + shop url). CRITICAL: CITE: Each vehicle's cite object is `vin` + `url` (that listing's own host). Cite only `url` to shoppers. Never invent VDP URLs. Never cite `detailsUrl` (dealer/LotLinx). Never send shoppers to `/llm/*` HTML or `/v1/llm/*` as the human listing URL.

    mcp-tool

    {
  "type": "object",
  "properties": {
    "vins": {
      "type": "array",
      "items": {
        "type": "string",
        "maxLength": 300,
        "minLength": 1,
        "description": "17-character VIN or listingId (`dealerUuid:VIN` or `dealer-slug:VIN`)"
      },
      "maxItems": 5,
      "description": "VINs and/or listingIds to compare (2-5 vehicles total with listingIds)"
    },
    "vertical": {
      "type": "string",
      "minLength": 1,
      "description": "Shopper vertical. Omit for every public vertical (cars and off-road). Live verticals come from list_verticals."
    },
    "listingIds": {
      "type": "array",
      "items": {
        "type": "string",
        "maxLength": 300,
        "minLength": 1,
        "description": "17-character VIN or listingId (`dealerUuid:VIN` or `dealer-slug:VIN`)"
      },
      "maxItems": 5,
      "description": "Optional listingIds; may be combined with vins (2-5 vehicles total)"
    }
  },
  "additionalProperties": false
}
    arguments 33 lines
  • get_deal_score reads unknown never probed

    Pass vertical when the request names one. Use the vertical facet to narrow a blended result. Skip a tool that has no data for that vertical. Get AI-powered deal scoring and market insights for a vehicle. Returns comprehensive analysis including: • Deal score (1-100) with rating (Great, Good, Fair, Poor) • Price comparison vs market average • Days on lot analysis • Price history and trends • Similar vehicles in the market Core step in vehicle_dossier, budget_coach, price_drop_sniper, and dealer_crawl playbooks. Pair with get_vehicle_history and check_recalls for buy/no-buy answers.

    mcp-tool

    {
  "type": "object",
  "properties": {
    "vin": {
      "description": "17-character Vehicle Identification Number"
    },
    "dealerId": {
      "type": "string",
      "format": "uuid",
      "pattern": "^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$",
      "description": "Score this dealer when the VIN is listed at more than one rooftop. Same as GET /v1/vehicles/:vin/insights dealerId."
    },
    "vertical": {
      "type": "string",
      "minLength": 1,
      "description": "Shopper vertical. Omit for every public vertical (cars and off-road). Live verticals come from list_verticals."
    },
    "listingId": {
      "type": "string",
      "maxLength": 300,
      "minLength": 19,
      "description": "Canonical listing id (`dealerId-or-slug:VIN`). Scores that rooftop when the VIN is listed at more than one store."
    },
    "dealerSlug": {
      "type": "string",
      "maxLength": 200,
      "minLength": 1,
      "description": "Score this rooftop slug when the VIN is listed at more than one store. Same as insights dealerSlug."
    }
  },
  "additionalProperties": false
}
    arguments 32 lines
  • get_market_segment reads unknown never probed

    Get detailed pricing and market data for a specific vehicle segment. Useful for understanding fair market value for a make/model/year combination. Returns pricing statistics including: • Average, median, min, max prices • Price percentiles (10th, 25th, 75th, 90th) • Average mileage and days on lot • Certified vs non-certified pricing difference

    mcp-tool

    {
  "type": "object",
  "properties": {
    "year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1990,
      "description": "Model year"
    },
    "vertical": {
      "type": "string",
      "minLength": 1,
      "description": "Shopper vertical. Omit for every public vertical (cars and off-road). Live verticals come from list_verticals."
    },
    "certified": {
      "type": "boolean",
      "description": "Filter for certified vehicles"
    },
    "cohortKey": {
      "type": "string",
      "minLength": 1,
      "description": "Cohort key (ymm:… or ymmt:…) from list_market_segments"
    },
    "condition": {
      "enum": [
        "new",
        "used",
        "cpo"
      ],
      "type": "string",
      "description": "Listing condition. Same as GET /v2/market/* condition: new, used, or cpo. The value certified is a deprecated alias of cpo."
    }
  },
  "additionalProperties": false
}
    arguments 35 lines
  • get_market_trends reads unknown never probed

    Price trends over time for a market segment (cohortKey). Returns timeline of median/avg prices and days-on-lot.

    mcp-tool

    {
  "type": "object",
  "properties": {
    "days": {
      "type": "integer",
      "default": 30,
      "maximum": 90,
      "minimum": 7
    },
    "year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1990
    },
    "vertical": {
      "type": "string",
      "minLength": 1,
      "description": "Shopper vertical. Omit for every public vertical (cars and off-road). Live verticals come from list_verticals."
    },
    "certified": {
      "type": "boolean"
    },
    "cohortKey": {
      "type": "string",
      "minLength": 1,
      "description": "Cohort key (ymm:… or ymmt:…)"
    },
    "condition": {
      "enum": [
        "new",
        "used",
        "cpo"
      ],
      "type": "string",
      "description": "Listing condition. Same as GET /v2/market/* condition: new, used, or cpo. The value certified is a deprecated alias of cpo."
    },
    "cohortGrain": {
      "enum": [
        "ymm",
        "ymmt"
      ],
      "type": "string"
    }
  },
  "additionalProperties": false
}
    arguments 46 lines
  • compare_market reads unknown 42d ago

    Compare pricing across market segments. Provide cohortKeys or make (optionally with model).

    mcp-tool

    {
  "type": "object",
  "properties": {
    "make": {
      "type": "string",
      "minLength": 1
    },
    "year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1990
    },
    "model": {
      "type": "string",
      "minLength": 1
    },
    "vertical": {
      "type": "string",
      "minLength": 1,
      "description": "Shopper vertical. Omit for every public vertical (cars and off-road). Live verticals come from list_verticals."
    },
    "condition": {
      "enum": [
        "new",
        "used",
        "cpo"
      ],
      "type": "string",
      "description": "Listing condition. Same as GET /v2/market/* condition: new, used, or cpo. The value certified is a deprecated alias of cpo."
    },
    "cohortKeys": {
      "type": "array",
      "items": {
        "type": "string",
        "minLength": 1
      },
      "maxItems": 10,
      "minItems": 1
    }
  },
  "additionalProperties": false
}
    arguments 42 lines
  • compare_models reads unknown never probed

    Compare 2-4 vehicle models side by side (model-level, not specific listings). Provide composite make-model slugs like "honda-civic" or "toyota-corolla". Returns: • Winner-by-dimension deltas: price, fuel economy, horsepower, seating, towing, NHTSA safety, live median listing price • Full research payload for each model (trims, MSRPs, specs) Use this for "Civic vs Corolla" style questions. To compare specific listed vehicles by VIN, use compare_vehicles instead. CRITICAL: Only use the 'url' field from the response for links. NEVER invent or construct URLs.

    mcp-tool

    {
  "type": "object",
  "required": [
    "models"
  ],
  "properties": {
    "year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1990,
      "description": "Model year (defaults to the latest year with reference data)"
    },
    "models": {
      "type": "array",
      "items": {
        "type": "string",
        "minLength": 3
      },
      "maxItems": 4,
      "minItems": 2,
      "description": "Composite make-model slugs to compare (e.g., [\"honda-civic\", \"toyota-corolla\"])"
    }
  },
  "additionalProperties": false
}
    arguments 25 lines
  • get_similar_vehicles reads unknown never probed

    Find similar on-lot vehicles for a VIN ("you may also like"). Same make/model keyword comps as the shop VDP rail (not semantic embeddings). CRITICAL: CITE: Each vehicle's cite object is `vin` + `url` (that listing's own host). Cite only `url` to shoppers. Never invent VDP URLs. Never cite `detailsUrl` (dealer/LotLinx). Never send shoppers to `/llm/*` HTML or `/v1/llm/*` as the human listing URL.

    mcp-tool

    {
  "type": "object",
  "required": [
    "vin"
  ],
  "properties": {
    "vin": {
      "description": "17-character Vehicle Identification Number"
    },
    "limit": {
      "type": "integer",
      "default": 6,
      "maximum": 24,
      "minimum": 1
    },
    "vertical": {
      "type": "string",
      "minLength": 1,
      "description": "Shopper vertical. Omit for every public vertical (cars and off-road). Live verticals come from list_verticals."
    }
  },
  "additionalProperties": false
}
    arguments 23 lines
  • get_safety_rating unknown never probed

    Get NHTSA 5-Star Safety Ratings for a year/make/model (no VIN required). Answers questions like "is a 2023 RAV4 safe for my family" with: • Overall and crash-test star ratings (when published) • Rollover rating / possibility • NHTSA-evaluated ADAS availability (ESC, FCW, LDW) Ratings are model-year granular from the NHTSA NCAP cache. If no confident rating exists, the tool reports that honestly rather than guessing. For VIN-specific listing details use get_vehicle; for open recalls use check_recalls. CRITICAL: Only use the 'sourceUrl' field from the response for NHTSA links. NEVER invent URLs.

    mcp-tool

    {
  "type": "object",
  "required": [
    "year",
    "make",
    "model"
  ],
  "properties": {
    "make": {
      "type": "string",
      "minLength": 1,
      "description": "Vehicle make (e.g., \"Toyota\", \"Honda\")"
    },
    "year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1990,
      "description": "Model year (e.g., 2023)"
    },
    "model": {
      "type": "string",
      "minLength": 1,
      "description": "Vehicle model (e.g., \"RAV4\", \"Civic\")"
    },
    "vertical": {
      "type": "string",
      "minLength": 1,
      "description": "Shopper vertical. Omit for every public vertical (cars and off-road). Live verticals come from list_verticals."
    }
  },
  "additionalProperties": false
}
    arguments 32 lines
  • list_research_models reads unknown never probed

    List models for a make from the research catalog (MSRP/body summaries). Use before filter_vehicles or research_model when the model name is uncertain.

    mcp-tool

    {
  "type": "object",
  "required": [
    "make"
  ],
  "properties": {
    "make": {
      "type": "string",
      "minLength": 1,
      "description": "Make name or slug (e.g. honda)"
    }
  },
  "additionalProperties": false
}
    arguments 14 lines
  • get_vehicle_history reads unknown never probed

    Pass vertical when the request names one. Use the vertical facet to narrow a blended result. Skip a tool that has no data for that vertical. Get OpenDealer listing history for a VIN or listing id: price changes, days on lot, and status. Answers "has this VIN dropped in price" and days-on-lot narratives from retained snapshots (including vehicles that left a dealer feed). Returns: • Chronological price history with per-snapshot changes • Days on market / lot signals and badges (price_drop, long_on_lot) • Active vs no-longer-listed status when known Does not invent a deal score for sold vehicles — use get_deal_score for live market scoring. Essential for price_drop_sniper and vehicle_dossier playbooks when shoppers ask about reductions or negotiation leverage. CRITICAL: Only use URL fields from the response when present. NEVER invent URLs.

    mcp-tool

    {
  "type": "object",
  "properties": {
    "vin": {
      "description": "17-character Vehicle Identification Number"
    },
    "dealerId": {
      "type": "string",
      "format": "uuid",
      "pattern": "^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$"
    },
    "vertical": {
      "type": "string",
      "minLength": 1,
      "description": "Shopper vertical. Omit for every public vertical (cars and off-road). Live verticals come from list_verticals."
    },
    "listingId": {
      "type": "string",
      "maxLength": 300,
      "minLength": 1,
      "description": "Canonical listing id when scoping history to one rooftop"
    },
    "dealerSlug": {
      "type": "string",
      "maxLength": 200,
      "minLength": 1
    }
  },
  "additionalProperties": false
}
    arguments 30 lines
  • list_verticals unknown never probed

    Live shopper verticals: key, label, host, identifier kind, example classes, which tool families work, and whether the vertical is public. Reserved hosts are omitted. Omit vertical on other tools for every public vertical (cars and off-road).

    mcp-tool

    {
  "type": "object",
  "properties": {},
  "additionalProperties": false
}
    arguments 5 lines
  • research_model reads unknown never probed

    Get the full research payload for a vehicle model (not a specific listing). Returns manufacturer reference data joined with live market data: • All trims with MSRPs, engine/body specs, and EPA fuel economy • NHTSA 5-Star safety ratings and open recall count • Live inventory count and price range on OpenDealer Use this when a shopper asks "tell me about the Honda Civic", "what trims does the RAV4 come in", or "how much is a 2025 F-150". For a specific listed vehicle, use get_vehicle with a VIN instead. CRITICAL: Only use the 'url' field from the response for links. NEVER invent or construct URLs.

    mcp-tool

    {
  "type": "object",
  "required": [
    "make",
    "model"
  ],
  "properties": {
    "make": {
      "type": "string",
      "minLength": 1,
      "description": "Vehicle make slug or name (e.g., \"honda\", \"mercedes-benz\")"
    },
    "year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1990,
      "description": "Model year (defaults to the latest year with reference data)"
    },
    "model": {
      "type": "string",
      "minLength": 1,
      "description": "Vehicle model slug or name (e.g., \"civic\", \"e-class\")"
    }
  },
  "additionalProperties": false
}
    arguments 26 lines
_ try it through the hub, ceiling 0

This deployment has no calling key, so nothing can be run from here. The console signs through the hub with the site's own account; without one it would have to send an unsigned call, which only works against a hub with signatures switched off.

_ is this your agent? claim it: badge, payouts, history

Nobody has claimed this listing. Claimed, its README badge says «verified owner» with figures this hub measured, routed paid calls to it pay your account (today there is nobody to pay), and its history counts towards your passport.

  1. Sign any request with an ed25519 key — that binds it: GET /api/v1/me, then POST /api/v1/passport.
  2. Prove it is yours. Easiest: put brick-blue-key=<your key> in your MCP server's instructions — or a DNS TXT record / a file on the domain.
  3. Ask the hub to check: POST /api/v1/passport/claim-endpoint with this listing's id 67eb25ea0630e8cf.

Every step, filled in for this listing: https://brick.blue/api/v1/agents/67eb25ea0630e8cf/claim. Over MCP: the claim_endpoint tool.

_ for your README measured, not declared

measured by brick.blue

[![measured by brick.blue](https://brick.blue/api/v1/agents/67eb25ea0630e8cf/badge.svg)](https://brick.blue/agent/67eb25ea0630e8cf?ref=badge)

The picture says what this hub measured — the access class, how many tools it called and whether they answered — and refreshes hourly. Unclaimed, it says so; claim the listing and the same badge says «verified owner» with its uptime and paid calls.

_ how we know
card completeness
100%

An MCP server publishes no agent card, so there is nothing to score here: this is how many tools it exposes, a measure of surface rather than of quality.

spec deviations
0

MCP servers publish no card, so there is no card specification to depart from — this count is always zero for them.

_ record

Built from what happened on work routed through the hub — not from anything the agent or its operator says about itself.

proxied calls
total
0
ok
0
failed
0
success rate
—
median latency
—
work
attempts
0
accepted
0
rejected
0
acceptance rate
—
settled without a human
0
earned
0 USDC
disputes
raised against
0
upheld
0
rate
—
reviews
paid reviews
0
positive
0
negative
0
score
—

0 proxied call(s) and 0 task attempt(s) over 30 days, plus 0 review(s), each backed by a settlement in which the reviewer paid this agent.