Automotive inventory search for AI assistants: vehicles, dealers, deals, and market data.
Dedotto dai trasporti dichiarati da questo annuncio (streamable-http). Un client che non compare qui non è escluso — semplicemente Forge non è in grado di confermarlo.
La verifica conferma l’identità del publisher (la proprietà del repo), non la sicurezza del codice. L’analisi di sicurezza copre i CVE noti e gli script di installazione sospetti.
Letto da un vero handshake MCP initialize → tools/list verso l’endpoint dichiarato. Nessuno strumento è stato invocato — tools/list è la chiamata di introspezione in sola lettura che il protocollo prevede a questo scopo. Riflette ciò che il server annunciava in quel momento; un endpoint ospitato non è vincolato ad alcuna versione e può cambiare senza preavviso.
https://mcp.opendealer.app/rpc27 strumenti · 774 mssearch_vehiclesSearch for vehicles across dealerships (Meilisearch-backed NL + structured filters).
Preferred tool order for assistants:
1. list_facets or list_research_makes/list_research_models to discover valid values
2. filter_vehicles (map shopper intent onto labeled hard filters)
3. get_vehicle / get_deal_…Search for vehicles across dealerships (Meilisearch-backed NL + structured filters). Preferred tool order for assistants: 1. list_facets or list_research_makes/list_research_models to discover valid values 2. filter_vehicles (map shopper intent onto labeled hard filters) 3. get_vehicle / get_deal_…
| Parametro | Tipo | Descrizione |
|---|---|---|
| q | string | Free-text natural-language query. You can pass a whole sentence (e.g. "new black Honda Civic sedan under $45k within 150 miles of 92672"): price/mileage/year/c… |
| zip | string | 5-digit US ZIP code (e.g., 92688) |
| lat | number | Latitude coordinate |
| lng | number | Longitude coordinate |
| city | string | City name |
| state | string | 2-letter US state code (e.g., CA, TX) |
| county | string | County name |
| radius | integer | Search radius in miles (1-250, default: 50) |
| make | string | Vehicle make (e.g., Honda, Toyota, Tesla) |
| model | string | Vehicle model (e.g., Civic, Camry, Model 3). Broad terms match all variants (Civic -> Civic Sedan/Si/Hatchback) unless narrowed by trim. |
| trim | string | Trim level (e.g., EX, Limited, Performance) |
| color | string | Exterior color (e.g., black, white). Resolved to color families, so "black" matches "Crystal Black Pearl". |
| year_min | integer | Minimum model year |
| year_max | integer | Maximum model year |
| price_min | integer | Minimum price in USD |
| price_max | integer | Maximum price in USD |
| mileage_max | integer | Maximum mileage |
| body_type | string | Vehicle body style |
| fuel_type | string | Fuel type |
| transmission | string | Transmission type |
| drivetrain | string | Drivetrain configuration |
| condition | string | Vehicle condition |
| certified | boolean | Filter for Certified Pre-Owned vehicles only |
| limit | integer | Maximum number of results to return (1-100, default: 25) |
filter_vehiclesPreferred structured inventory lookup when make/model/year/color/location are known.
Uses exact hard filters (keyword mode, no embeddings) via the Runtime /v1/llm/filter path. Resolve exact make/model names with list_research_makes and list_research_models first. Map shopper prose onto labeled key…Preferred structured inventory lookup when make/model/year/color/location are known. Uses exact hard filters (keyword mode, no embeddings) via the Runtime /v1/llm/filter path. Resolve exact make/model names with list_research_makes and list_research_models first. Map shopper prose onto labeled key…
| Parametro | Tipo | Descrizione |
|---|---|---|
| make | string | Vehicle make (resolve via list_research_makes if unsure) |
| model | string | Vehicle model (resolve via list_research_models if unsure) |
| trim | string | — |
| color | string | — |
| year_min | integer | — |
| year_max | integer | — |
| price_min | integer | — |
| price_max | integer | — |
| mileage_max | integer | — |
| body_type | string | Vehicle body style |
| fuel_type | string | Fuel type |
| transmission | string | Transmission type |
| drivetrain | string | Drivetrain configuration |
| condition | string | Vehicle condition |
| certified | boolean | — |
| zip | string | 5-digit US ZIP code (e.g., 92688) |
| city | string | — |
| state | string | 2-letter US state code (e.g., CA, TX) |
| radius | integer | Search radius in miles (1-250, default: 50) |
| limit | integer | Maximum number of results to return (1-100, default: 25) |
| offset | integer | Number of results to skip for pagination |
| sort | string | Sort order for results |
list_facetsDiscover available filter values and counts (makes, body types, fuel types, price/year ranges) for the live inventory.
Call this before filter_vehicles when you need valid dimension values. Optional make/near/radius scopes the facet counts.Discover available filter values and counts (makes, body types, fuel types, price/year ranges) for the live inventory. Call this before filter_vehicles when you need valid dimension values. Optional make/near/radius scopes the facet counts.
| Parametro | Tipo | Descrizione |
|---|---|---|
| make | string | — |
| near | string | Location string (ZIP or city, state) for geo-scoped facets |
| radius | integer | Search radius in miles (1-250, default: 50) |
| condition | string | Vehicle condition |
| certified | boolean | — |
list_research_makesBrowse the research catalog of vehicle makes (with model and inventory counts). Use to resolve exact make names/slugs before filter_vehicles or research_model.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.
| Parametro | Tipo | Descrizione |
|---|---|---|
| q | string | Optional substring filter on make name/slug |
| limit | integer | — |
list_research_modelsList models for a make from the research catalog (MSRP/body summaries). Use before filter_vehicles or research_model when the model name is uncertain.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.
| Parametro | Tipo | Descrizione |
|---|---|---|
| make* | string | Make name or slug (e.g. honda) |
get_vehicleGet complete details for a specific vehicle by VIN.
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…Get complete details for a specific vehicle by VIN. 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…
| Parametro | Tipo | Descrizione |
|---|---|---|
| vin* | string | 17-character Vehicle Identification Number |
| view | string | Response format: llm (optimized for AI), standard (full details), minimal (compact) |
check_recallsGet NHTSA open safety recalls for a vehicle by VIN.
Returns recall campaigns resolved at the year/make/model level (YMM-granular). A recall listed for the model year may not apply to every VIN — the response includes NHTSA's disclaimer and campaign details (component, summary, remedy status, Park…Get NHTSA open safety recalls for a vehicle by VIN. Returns recall campaigns resolved at the year/make/model level (YMM-granular). A recall listed for the model year may not apply to every VIN — the response includes NHTSA's disclaimer and campaign details (component, summary, remedy status, Park…
| Parametro | Tipo | Descrizione |
|---|---|---|
| vin* | string | 17-character Vehicle Identification Number |
get_dealerGet 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 s…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 s…
| Parametro | Tipo | Descrizione |
|---|---|---|
| dealerId* | string | Dealer identifier: UUID or slug (e.g., "rsm-honda"). Prefer the slug from dealers_near or search results. |
get_safety_ratingGet 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-ye…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-ye…
| Parametro | Tipo | Descrizione |
|---|---|---|
| year* | integer | Model year (e.g., 2023) |
| make* | string | Vehicle make (e.g., "Toyota", "Honda") |
| model* | string | Vehicle model (e.g., "RAV4", "Civic") |
get_vehicle_historyGet OpenDealer listing history for a VIN: 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 mark…Get OpenDealer listing history for a VIN: 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 mark…
| Parametro | Tipo | Descrizione |
|---|---|---|
| vin* | string | 17-character Vehicle Identification Number |
dealers_nearFind 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
• Distance from search location
• Current inventory count
• Business h…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 • Distance from search location • Current inventory count • Business h…
| Parametro | Tipo | Descrizione |
|---|---|---|
| zip | string | 5-digit US ZIP code (e.g., 92688) |
| lat | number | Latitude coordinate |
| lng | number | Longitude coordinate |
| city | string | City name |
| state | string | 2-letter US state code (e.g., CA, TX) |
| county | string | County name |
| radius | integer | Search radius in miles (1-250, default: 50) |
| limit | integer | Maximum number of dealers to return (1-200, default: 50) |
| offset | integer | Number of results to skip for pagination |
dealer_inventoryBrowse 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,…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,…
| Parametro | Tipo | Descrizione |
|---|---|---|
| dealerId* | string | Dealer identifier (UUID or slug like "rsm-honda") |
| make | string | Vehicle make |
| model | string | Vehicle model |
| trim | string | Trim level |
| year_min | integer | Minimum model year |
| year_max | integer | Maximum model year |
| price_min | integer | Minimum price in USD |
| price_max | integer | Maximum price in USD |
| mileage_max | integer | Maximum mileage |
| body_type | string | Vehicle body style |
| fuel_type | string | Fuel type |
| transmission | string | Transmission type |
| drivetrain | string | Drivetrain configuration |
| condition | string | Vehicle condition |
| certified | boolean | Filter for CPO vehicles |
| limit | integer | Maximum number of results to return (1-100, default: 25) |
| offset | integer | Number of results to skip for pagination |
| sort | string | Sort order |
| view | string | Response detail: standard (features/gallery, default), llm (compact), minimal |
compare_vehiclesCompare 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` (canonical opendealer.shop VDP). Cite only `url` to shoppers. Never invent VDP URLs. Never c…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` (canonical opendealer.shop VDP). Cite only `url` to shoppers. Never invent VDP URLs. Never c…
| Parametro | Tipo | Descrizione |
|---|---|---|
| vins* | array | List of VINs to compare (2-5 vehicles) |
get_deal_scoreGet 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…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…
| Parametro | Tipo | Descrizione |
|---|---|---|
| vin* | string | 17-character Vehicle Identification Number |
get_market_overviewGet high-level automotive market statistics.
Returns aggregated market data including:
• Total vehicles and dealers in inventory
• Average pricing by segment
• Top makes by volume
• Market velocity indicators
• New vs Used breakdownGet high-level automotive market statistics. Returns aggregated market data including: • Total vehicles and dealers in inventory • Average pricing by segment • Top makes by volume • Market velocity indicators • New vs Used breakdown
| Parametro | Tipo | Descrizione |
|---|---|---|
| make | string | Filter by vehicle make |
| type | string | Filter by vehicle type |
get_market_segmentGet 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…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…
| Parametro | Tipo | Descrizione |
|---|---|---|
| modelcode* | string | Model code identifier (unique per make/model/year combination) |
| year | integer | Model year |
| type | string | Vehicle type |
| certified | boolean | Filter for certified vehicles |
list_market_segmentsBrowse market segments with pricing statistics (modelcode, median price, sample size). Use to discover modelcodes for get_market_segment / get_market_trends.Browse market segments with pricing statistics (modelcode, median price, sample size). Use to discover modelcodes for get_market_segment / get_market_trends.
| Parametro | Tipo | Descrizione |
|---|---|---|
| make | string | — |
| modelcode | string | — |
| page | integer | — |
| limit | integer | — |
| minSampleSize | integer | — |
get_market_trendsPrice trends over time for a market segment (modelcode). Returns timeline of median/avg prices and days-on-lot.Price trends over time for a market segment (modelcode). Returns timeline of median/avg prices and days-on-lot.
| Parametro | Tipo | Descrizione |
|---|---|---|
| modelcode* | string | Market segment modelcode |
| year | integer | — |
| type | string | Vehicle type (New or Used) |
| certified | boolean | — |
| days | integer | — |
get_market_velocityHow quickly vehicles sell by segment (fastest/slowest days on lot). Optional make/type filters.How quickly vehicles sell by segment (fastest/slowest days on lot). Optional make/type filters.
| Parametro | Tipo | Descrizione |
|---|---|---|
| make | string | — |
| type | string | Vehicle type (New or Used) |
| limit | integer | — |
compare_marketCompare pricing across market segments. Provide modelcodes[] or make (optionally with model).Compare pricing across market segments. Provide modelcodes[] or make (optionally with model).
| Parametro | Tipo | Descrizione |
|---|---|---|
| modelcodes | array | — |
| make | string | — |
| model | string | — |
| year | integer | — |
| type | string | Vehicle type (New or Used) |
get_suggested_ratesNational average suggested auto loan APRs (not a credit offer). Optional filters: condition (new/used), term_months (36–84), credit_tier.National average suggested auto loan APRs (not a credit offer). Optional filters: condition (new/used), term_months (36–84), credit_tier.
| Parametro | Tipo | Descrizione |
|---|---|---|
| condition | string | — |
| term_months | number | — |
| credit_tier | string | — |
research_modelGet 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 o…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 o…
| Parametro | Tipo | Descrizione |
|---|---|---|
| make* | string | Vehicle make slug or name (e.g., "honda", "mercedes-benz") |
| model* | string | Vehicle model slug or name (e.g., "civic", "e-class") |
| year | integer | Model year (defaults to the latest year with reference data) |
compare_modelsCompare 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…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…
| Parametro | Tipo | Descrizione |
|---|---|---|
| models* | array | Composite make-model slugs to compare (e.g., ["honda-civic", "toyota-corolla"]) |
| year | integer | Model year (defaults to the latest year with reference data) |
get_vehicle_rankingsGet 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., "best-suvs") for the full scored ranking.
Rankings are computed from public data with a published methodology: NHTSA safety ratings, EPA…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., "best-suvs") for the full scored ranking. Rankings are computed from public data with a published methodology: NHTSA safety ratings, EPA…
| Parametro | Tipo | Descrizione |
|---|---|---|
| category | string | Ranking category slug (e.g., "best-suvs"). Omit to list all available categories. |
get_similar_vehiclesFind 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` (canonical opendealer.shop VDP). Cite only `url` to shoppers. Never invent VDP URLs. Never cite `d…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` (canonical opendealer.shop VDP). Cite only `url` to shoppers. Never invent VDP URLs. Never cite `d…
| Parametro | Tipo | Descrizione |
|---|---|---|
| vin* | string | 17-character Vehicle Identification Number |
| limit | integer | — |
ui_select_vehicleApp-only: record a vehicle selection from the results widget. Not for model use — hosts filter via _meta.ui.visibility.App-only: record a vehicle selection from the results widget. Not for model use — hosts filter via _meta.ui.visibility.
| Parametro | Tipo | Descrizione |
|---|---|---|
| vin* | string | 17-character Vehicle Identification Number |
| name | string | — |
| url | string | — |
| year | integer | — |
| make | string | — |
| model | string | — |
ui_page_vehicle_resultsApp-only: paginate or refresh vehicle results using the same Runtime paths as filter_vehicles / search_vehicles (geo-correct). No widget remount — omit resourceUri. Not for model use.App-only: paginate or refresh vehicle results using the same Runtime paths as filter_vehicles / search_vehicles (geo-correct). No widget remount — omit resourceUri. Not for model use.
| Parametro | Tipo | Descrizione |
|---|---|---|
| source | string | Which model-facing tool path to reuse for this page request |
| q | string | — |
| make | string | — |
| model | string | — |
| trim | string | — |
| color | string | — |
| year_min | integer | — |
| year_max | integer | — |
| price_min | integer | — |
| price_max | integer | — |
| mileage_max | integer | — |
| body_type | string | Vehicle body style |
| fuel_type | string | Fuel type |
| transmission | string | Transmission type |
| drivetrain | string | Drivetrain configuration |
| condition | string | Vehicle condition |
| certified | boolean | — |
| zip | string | 5-digit US ZIP code (e.g., 92688) |
| lat | number | Latitude coordinate |
| lng | number | Longitude coordinate |
| city | string | — |
| state | string | 2-letter US state code (e.g., CA, TX) |
| county | string | — |
| radius | integer | Search radius in miles (1-250, default: 50) |
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Automotive inventory search for AI assistants: vehicles, dealers, deals, and market data.
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