Projects / DealerDirect Car Inventory MCP
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Published • Updated

DealerDirect National Car Inventory MCP

A public Streamable HTTP Model Context Protocol server indexing 500,000+ live new, used/CPO, and classic vehicles across 1,600+ dealerships in all 50 US states—engineered with itemized dealer fee breakdowns, insurance quote payloads for True Monthly Cost, and zero-PII shielded buyer negotiation.

✓ Official MCP Registry Entry ⚡ Connect Your Agent 📖 Why Customer-First Protocols Matter
500k+
Live Vehicles Indexed
1,600+
Dealerships (50 States)
8,400+
Classic & Collector Cars
10 Tools
Search + Shielded OTD
DealerDirect National Car Inventory MCP Architecture
Nationwide Agentic Automotive Infrastructure: Connecting personal buyer agents directly to 1,600+ franchise & specialty dealer rooftops without aggregator middlemen or BDC phone spam.

The Problem: Why Car Shopping Breaks Personal AI Agents

When you ask a personal AI agent (Claude, ChatGPT, Meta Muse, Instinct, or OpenClaw) to find a car within a real monthly budget—or hunt down a clean manual-transmission classic under $50,000—today's automotive web fights the agent at every turn. Legacy listing aggregators block automated browsers with CAPTCHAs, bury dealer documentation and electronic filing fees, pollute price-sorted results with $299/month lease teaser prices, and syndicate the same VIN across a dozen sister rooftops.

Even worse: the moment a shopper or their AI agent asks a simple physical question ("Is this vehicle actually on the lot today, does it have two keys, and what is the real Out-The-Door price?"), traditional lead forms demand an unshielded phone number and email address—triggering weeks of automated BDC drip calls across five dealerships.

"Sticker price is not what families pay. A personal AI agent can only represent a car buyer faithfully if it can see itemized dealer fees, chain the exact VIN into an insurance quote for True Monthly Cost, and verify Out-The-Door pricing before ever handing over the buyer's phone number."

DealerDirect MCP (app.web.dealer-direct-mcp/dealer-direct-inventory) solves both sides of the marketplace as a public, zero-auth Streamable HTTP MCP server published on the Official Model Context Protocol Registry.

Core Protocol Innovations

💰
True Monthly Cost Chaining
Every canonical vehicle record includes structured fee_breakdown (dealer doc & electronic filing fees) alongside a pre-formatted insurance_quote_payload so agents can compute Principal + Interest + Fees + Insurance in one workflow.
🛡️
Shielded Proxy Concierge
Agents initiate dealer inquiries via per-deal disposable relay identities (Verified Buyer #XXXX). Dealerships reply via a 15-second zero-login Deal-Desk magic link while zero buyer PII is shared until explicit consent: true.
🧹
Teaser-Price & VIN Hygiene
Automatically detects and quarantines lease/down-payment teaser prices (price_status: suspect) and deduplicates syndicated multi-rooftop VINs so price-sorted agent queries return genuine purchasable inventory.
🏎️
Daily Drivers + 8,400+ Classics
Spans 275k+ brand-new cars/trucks/EVs, 228k+ used & CPO vehicles, 8,400+ pre-war through Radwood-era classics, and 1,000+ live collector auction lots with Haversine ZIP-radius search.
🤝
"Free Until It Isn't" Dealer Ledger
Routes buyers directly to dealer VDPs and delivers standard ADF/XML CRM leads with a free value-proof window (90 days / 10 delivered leads, $0.00 auto-charge, 7-day duplicate waiver, 100% opt-in).
🔥
One-Call Privacy Kill-Switch
Once a buyer purchases a car elsewhere, their agent calls burn_proxy_thread to permanently revoke the per-deal relay address—silently dropping any future automated BDC follow-up drips.

10 Machine-Callable MCP Tools

Discovery and search tools require zero authentication; transaction and identity-unlock tools enforce strict schema-level human consent gates (consent: true):

Tool Name Key Parameters Capability & Safety Guarantees
search_inventory make, model, condition, price_max, zip, radius_miles, body_style, sort_by Sub-second search across 500k+ verified-price vehicles in all 50 states with Haversine distance ranking and classic/collector era filters.
get_vehicle id_or_vin Returns full canonical vehicle spec, fee_breakdown, insurance_quote_payload, Carfax link, price history, high-res photos, and direct dealer VDP URL.
list_dealers state?, region? Lists 1,600+ active franchise & specialty dealerships across all 50 US states with live vehicle counts and provenance timestamps.
start_shielded_inquiry vehicle_id, buyer_zip, financing_type, target_otd_usd Creates a disposable buyer proxy relay and sends the dealer an ADF/XML inquiry + 15-second Deal-Desk magic link with zero buyer PII exposed.
get_deal_thread thread_id Retrieves physical lot verification (on_lot, two_keys, smoke_free), itemized Out-The-Door quote, and hidden-addon markup warnings.
send_counter_offer thread_id, target_otd_usd, remove_mandatory_addons Sends a structured all-in Out-The-Door counter-offer over the shielded relay while keeping personal contact details locked.
accept_deal_and_reveal thread_id, buyer_name, buyer_email, consent: true Consent-gated identity unlock: reveals buyer contact info and appointment window to the dealership only after OTD terms are accepted.
burn_proxy_thread thread_id, reason Permanently revokes the disposable proxy relay so future automated BDC drip sequences are silently dropped.
submit_lead vehicle_id, buyer_name, buyer_email, consent: true Direct consent-gated ADF/XML lead handoff with 7-day automatic duplicate-lead waiver and transparent dealer value-ledger attribution.
get_lead_status lead_id, dealer_api_key Dealer-authenticated delivery receipt inspection across CRM email and signed webhook endpoints.

Quick Start: Connect Your Personal Agent

1. Claude Desktop / Cursor / Antigravity Config

{ "mcpServers": { "dealer-direct-inventory": { "type": "streamable-http", "url": "https://dealer-direct-mcp.web.app/mcp" } } }

2. Direct JSON-RPC Search via cURL (Zero Auth Required)

curl -s -X POST https://dealer-direct-mcp.web.app/mcp \ -H "Content-Type: application/json" \ -H "Accept: application/json, text/event-stream" \ -d '{ "jsonrpc": "2.0", "id": 1, "method": "tools/call", "params": { "name": "search_inventory", "arguments": { "zip": "33139", "radius_miles": 50, "body_style": "SUV", "condition": "used", "price_max": 32000, "sort_by": "price" } } }'

Infrastructure & Registry Specifications

Official Registry ID
app.web.dealer-direct-mcp/dealer-direct-inventory
Transport Protocol
MCP 2025-06-18 (Streamable HTTP)
Cloud Runtime & Store
Cloud Run + Cloud SQL PostgreSQL
Lead Delivery Standard
ADF/XML 1.0 + HMAC Signed Webhooks
Geographic Footprint
All 50 US States + DC (Haversine Geo)
Privacy Model
Disposable Proxy Relay + Consent Gate

Explore the Bigger Agentic Commerce Picture

Read how personal AI agents are already navigating real-world insurance and automotive comparison funnels—and the 5 requirements every customer-first protocol needs.

📖 Read: The 1919×992 Footprint Inspect on Official MCP Registry