{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_94u4x2thwett","handle":"opendealer-mcp-server","url":"https://wellknown.network/agents/opendealer-mcp-server","links":{"self":"https://wellknown.network/agents/opendealer-mcp-server/record.json","html":"https://wellknown.network/agents/opendealer-mcp-server","markdown":"https://wellknown.network/agents/opendealer-mcp-server/record.md","api":"https://wellknown.network/api/v1/agents/opendealer-mcp-server","status":"https://wellknown.network/api/v1/agents/opendealer-mcp-server/status","claim":"https://wellknown.network/agents/opendealer-mcp-server/claim","claimApi":"https://wellknown.network/api/v1/claims","badge":"https://wellknown.network/agents/opendealer-mcp-server/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air:mcp.opendealer.app:server:opendealer-mcp-server","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"OpenDealer MCP Server","summary":"Automotive inventory search for AI assistants: vehicles, dealers, deals, and market data.","description":"Automotive inventory search for AI assistants: vehicles, dealers, deals, and market data.","publisher":{"name":"app.opendealer","url":null},"homepage":"https://opendealer.pro","repository":null,"version":"2.0.0","license":null,"protocols":["mcp"],"tags":[],"pricing":null,"endpoints":[{"url":"https://mcp.opendealer.app/rpc","type":"mcp_streamable_http","auth":null,"probeable":true}],"skills":null,"tools":null,"extra":{"updatedAt":"2026-07-02T21:45:53.023827Z","publishedAt":"2026-07-02T21:45:53.023827Z","registryName":"app.opendealer/mcp"},"attribution":{"kind":"mcp_registry","name":"mcp_registry","summary":"mcp_registry","version":"mcp_registry","description":"mcp_registry","homepageUrl":"mcp_registry","publisherName":"mcp_registry"}},"derived":{"capabilities":[],"categories":[]},"observed":{"status":"unknown","statusReason":"Not checked yet.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[{"at":"2026-09-05T18:28:22.333Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":598,"error":null,"detail":{"tools":[{"name":"search_vehicles","description":"Search for vehicles across dealerships (Meilisearch-backed NL + structured filters).\n\nPreferred tool order for assistants:\n1. list_facets or list_research_makes"},{"name":"filter_vehicles","description":"Preferred structured inventory lookup when make/model/year/color/location are known.\n\nUses exact hard filters (keyword mode, no embeddings) via the Runtime /v1/"},{"name":"list_facets","description":"Discover available filter values and counts (makes, body types, fuel types, price/year ranges) for the live inventory.\n\nCall this before filter_vehicles when yo"},{"name":"list_research_makes","description":"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."},{"name":"list_research_models","description":"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."},{"name":"get_vehicle","description":"Get complete details for a specific vehicle by VIN.\n\nReturns comprehensive Schema.org Vehicle data including:\n• Full specifications (engine, transmission, drive"},{"name":"check_recalls","description":"Get NHTSA open safety recalls for a vehicle by VIN.\n\nReturns recall campaigns resolved at the year/make/model level (YMM-granular). A recall listed for the mode"},{"name":"get_dealer","description":"Get comprehensive information about a specific dealership.\n\nReturns Google-enriched dealer knowledge optimized for assistants:\n• Name, address, phone, website\n•"},{"name":"get_safety_rating","description":"Get NHTSA 5-Star Safety Ratings for a year/make/model (no VIN required).\n\nAnswers questions like \"is a 2023 RAV4 safe for my family\" with:\n• Overall and crash-t"},{"name":"get_vehicle_history","description":"Get OpenDealer listing history for a VIN: price changes, days on lot, and status.\n\nAnswers \"has this VIN dropped in price\" and days-on-lot narratives from retai"},{"name":"dealers_near","description":"Find dealerships near a location.\n\nLocation modes (choose ONE):\n• zip + radius (miles)\n• lat + lng + radius\n• city + state + radius\n• county + state + radius\n\nR"},{"name":"dealer_inventory","description":"Browse the complete inventory of a specific dealership.\n\nIMPORTANT: Use the exact dealer slug from a previous dealers_near or search_vehicles response. Do NOT g"},{"name":"compare_vehicles","description":"Compare 2-5 vehicles side by side.\n\nReturns a structured comparison including specs, price context, and per-vehicle cite fields (vin + shop url).\n\nCRITICAL: CIT"},{"name":"get_deal_score","description":"Get AI-powered deal scoring and market insights for a vehicle.\n\nReturns comprehensive analysis including:\n• Deal score (1-100) with rating (Great, Good, Fair, P"},{"name":"get_market_overview","description":"Get high-level automotive market statistics.\n\nReturns aggregated market data including:\n• Total vehicles and dealers in inventory\n• Average pricing by segment\n•"},{"name":"get_market_segment","description":"Get detailed pricing and market data for a specific vehicle segment.\n\nUseful for understanding fair market value for a make/model/year combination.\nReturns pric"},{"name":"list_market_segments","description":"Browse market segments with pricing statistics (modelcode, median price, sample size). Use to discover modelcodes for get_market_segment / get_market_trends."},{"name":"get_market_trends","description":"Price trends over time for a market segment (modelcode). Returns timeline of median/avg prices and days-on-lot."},{"name":"get_market_velocity","description":"How quickly vehicles sell by segment (fastest/slowest days on lot). Optional make/type filters."},{"name":"compare_market","description":"Compare pricing across market segments. Provide modelcodes[] or make (optionally with model)."},{"name":"get_suggested_rates","description":"National average suggested auto loan APRs (not a credit offer). Optional filters: condition (new/used), term_months (36–84), credit_tier."},{"name":"research_model","description":"Get the full research payload for a vehicle model (not a specific listing).\n\nReturns manufacturer reference data joined with live market data:\n• All trims with "},{"name":"compare_models","description":"Compare 2-4 vehicle models side by side (model-level, not specific listings).\n\nProvide composite make-model slugs like \"honda-civic\" or \"toyota-corolla\". Return"},{"name":"get_vehicle_rankings","description":"Get data-driven vehicle rankings (e.g., best SUVs, most fuel-efficient cars).\n\nCall without arguments to list all ranking categories. Pass a category slug (e.g."},{"name":"get_similar_vehicles","description":"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).\n\nCRITICAL: CITE: Eac"},{"name":"ui_select_vehicle","description":"App-only: record a vehicle selection from the results widget. Not for model use — hosts filter via _meta.ui.visibility."},{"name":"ui_page_vehicle_results","description":"App-only: paginate or refresh vehicle results using the same Runtime paths as filter_vehicles / search_vehicles (geo-correct). No widget remount — omit resource"}],"toolCount":27,"serverName":"OpenDealer MCP Server","capabilities":["tools","resources","prompts","completions"],"serverVersion":"2.2.2","protocolVersion":"2025-06-18"}}],"tools":[{"name":"search_vehicles","description":"Search for vehicles across dealerships (Meilisearch-backed NL + structured filters).\n\nPreferred tool order for assistants:\n1. list_facets or list_research_makes"},{"name":"filter_vehicles","description":"Preferred structured inventory lookup when make/model/year/color/location are known.\n\nUses exact hard filters (keyword mode, no embeddings) via the Runtime /v1/"},{"name":"list_facets","description":"Discover available filter values and counts (makes, body types, fuel types, price/year ranges) for the live inventory.\n\nCall this before filter_vehicles when yo"},{"name":"list_research_makes","description":"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."},{"name":"list_research_models","description":"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."},{"name":"get_vehicle","description":"Get complete details for a specific vehicle by VIN.\n\nReturns comprehensive Schema.org Vehicle data including:\n• Full specifications (engine, transmission, drive"},{"name":"check_recalls","description":"Get NHTSA open safety recalls for a vehicle by VIN.\n\nReturns recall campaigns resolved at the year/make/model level (YMM-granular). A recall listed for the mode"},{"name":"get_dealer","description":"Get comprehensive information about a specific dealership.\n\nReturns Google-enriched dealer knowledge optimized for assistants:\n• Name, address, phone, website\n•"},{"name":"get_safety_rating","description":"Get NHTSA 5-Star Safety Ratings for a year/make/model (no VIN required).\n\nAnswers questions like \"is a 2023 RAV4 safe for my family\" with:\n• Overall and crash-t"},{"name":"get_vehicle_history","description":"Get OpenDealer listing history for a VIN: price changes, days on lot, and status.\n\nAnswers \"has this VIN dropped in price\" and days-on-lot narratives from retai"},{"name":"dealers_near","description":"Find dealerships near a location.\n\nLocation modes (choose ONE):\n• zip + radius (miles)\n• lat + lng + radius\n• city + state + radius\n• county + state + radius\n\nR"},{"name":"dealer_inventory","description":"Browse the complete inventory of a specific dealership.\n\nIMPORTANT: Use the exact dealer slug from a previous dealers_near or search_vehicles response. Do NOT g"},{"name":"compare_vehicles","description":"Compare 2-5 vehicles side by side.\n\nReturns a structured comparison including specs, price context, and per-vehicle cite fields (vin + shop url).\n\nCRITICAL: CIT"},{"name":"get_deal_score","description":"Get AI-powered deal scoring and market insights for a vehicle.\n\nReturns comprehensive analysis including:\n• Deal score (1-100) with rating (Great, Good, Fair, P"},{"name":"get_market_overview","description":"Get high-level automotive market statistics.\n\nReturns aggregated market data including:\n• Total vehicles and dealers in inventory\n• Average pricing by segment\n•"},{"name":"get_market_segment","description":"Get detailed pricing and market data for a specific vehicle segment.\n\nUseful for understanding fair market value for a make/model/year combination.\nReturns pric"},{"name":"list_market_segments","description":"Browse market segments with pricing statistics (modelcode, median price, sample size). Use to discover modelcodes for get_market_segment / get_market_trends."},{"name":"get_market_trends","description":"Price trends over time for a market segment (modelcode). Returns timeline of median/avg prices and days-on-lot."},{"name":"get_market_velocity","description":"How quickly vehicles sell by segment (fastest/slowest days on lot). Optional make/type filters."},{"name":"compare_market","description":"Compare pricing across market segments. Provide modelcodes[] or make (optionally with model)."},{"name":"get_suggested_rates","description":"National average suggested auto loan APRs (not a credit offer). Optional filters: condition (new/used), term_months (36–84), credit_tier."},{"name":"research_model","description":"Get the full research payload for a vehicle model (not a specific listing).\n\nReturns manufacturer reference data joined with live market data:\n• All trims with "},{"name":"compare_models","description":"Compare 2-4 vehicle models side by side (model-level, not specific listings).\n\nProvide composite make-model slugs like \"honda-civic\" or \"toyota-corolla\". Return"},{"name":"get_vehicle_rankings","description":"Get data-driven vehicle rankings (e.g., best SUVs, most fuel-efficient cars).\n\nCall without arguments to list all ranking categories. Pass a category slug (e.g."},{"name":"get_similar_vehicles","description":"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).\n\nCRITICAL: CITE: Eac"},{"name":"ui_select_vehicle","description":"App-only: record a vehicle selection from the results widget. Not for model use — hosts filter via _meta.ui.visibility."},{"name":"ui_page_vehicle_results","description":"App-only: paginate or refresh vehicle results using the same Runtime paths as filter_vehicles / search_vehicles (geo-correct). No widget remount — omit resource"}],"package":null},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"mcp_registry","key":"app.opendealer/mcp","url":"https://registry.modelcontextprotocol.io/v0/servers/app.opendealer%2Fmcp","firstSeenAt":"2026-09-05T15:22:06.490Z","fetchedAt":"2026-09-05T15:22:06.490Z","normalizedAt":"2026-09-05T15:22:06.490Z"}]},"firstSeenAt":"2026-09-05T15:22:06.490Z","updatedAt":"2026-09-05T15:22:21.762Z"}