# DealerDirect South Florida New & Used Car Inventory MCP (app.web.dealer-direct-mcp/dealer-direct-inventory)

> Direct-from-dealer New, Used, and Certified Pre-Owned vehicle inventory across 64 Miami-Dade and Broward County dealerships (5,271 live vehicles: 2,358 New, 2,913 Used/CPO). Zero aggregator middlemen (no Cars.com, no CarGurus). Every listing links directly to the dealership's own Vehicle Display Page (VDP).

## Quick Connection Details (Streamable HTTP MCP)

- **MCP Endpoint**: `https://dealer-direct-mcp.web.app/mcp`
- **Transport**: Streamable HTTP (`POST https://dealer-direct-mcp.web.app/mcp` with `Content-Type: application/json` and `Accept: application/json, text/event-stream`)
- **Public Discovery**: `initialize`, `tools/list`, `search_inventory`, `get_vehicle`, and `list_dealers` require **no authentication**.
- **Discovery Manifest**: `https://dealer-direct-mcp.web.app/.well-known/mcp.json`
- **Official Registry Manifest**: `https://dealer-direct-mcp.web.app/server.json`
- **Interactive Tool Docs**: `https://dealer-direct-mcp.web.app/docs`
- **Live Coverage**: **64 active South Florida dealerships**, **5,271 live available vehicles** (2,358 New + 2,913 Used/Certified) across Miami, Miami Gardens, Brickell, Doral, Kendall, Hialeah, North Miami Beach, Homestead, Sunrise, and Fort Lauderdale.

## Indexed Dealerships
- **North Miami Mitsubishi** (`dealer_north_miami_mitsubishi`) — Miami Gardens, FL 33169 · **327 vehicles** (50 New, 277 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_north_miami_mitsubishi
- **All American Ford in Paramus** (`dealer_all_american_ford_paramus`) — Paramus, NJ 07652 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_all_american_ford_paramus
- **Bartow Ford** (`dealer_bartow_ford`) — Bartow, FL 33830 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_bartow_ford
- **Bell Road Toyota Phoenix** (`dealer_bell_road_toyota_phoenix`) — Phoenix, AZ 85023 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_bell_road_toyota_phoenix
- **Bomnin Chevrolet Dadeland** (`dealer_bomnin_chevrolet_dadeland`) — Miami, FL 33143 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_bomnin_chevrolet_dadeland
- **Bomnin Chevrolet West Kendall** (`dealer_bomnin_chevrolet_west_kendall`) — Miami, FL 33177 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_bomnin_chevrolet_west_kendall
- **Brighton Ford Michigan** (`dealer_brighton_ford_mi`) — Brighton, MI 48114 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_brighton_ford_mi
- **Century Kia of Tampa** (`dealer_century_kia_tampa`) — Tampa, FL 33614 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_century_kia_tampa
- **Classic Mazda Orlando** (`dealer_classic_mazda_orlando`) — Orlando, FL 32807 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_classic_mazda_orlando
- **Cobb County Toyota** (`dealer_cobb_county_toyota`) — Kennesaw, GA 30144 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_cobb_county_toyota
- **Covert Ford of Austin** (`dealer_covert_ford_austin`) — Austin, TX 78759 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_covert_ford_austin
- **Crossroads Ford Indian Trail** (`dealer_crossroads_ford_indian_trail`) — Indian Trail, NC 28079 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_crossroads_ford_indian_trail
- **Crossroads Ford of Apex** (`dealer_crossroads_ford_apex`) — Apex, NC 27502 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_crossroads_ford_apex
- **Crossroads Ford of Wake Forest** (`dealer_crossroads_ford_wake_forest`) — Wake Forest, NC 27587 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_crossroads_ford_wake_forest
- **Crown Kia St. Petersburg** (`dealer_crown_kia_st_pete`) — Pinellas Park, FL 33781 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_crown_kia_st_pete
- **DeMontrond Auto Group Houston** (`dealer_demontrond_houston`) — Houston, TX 77090 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_demontrond_houston
- **Don Hewlett Chevrolet Buick** (`dealer_don_hewlett_chevrolet`) — Georgetown, TX 78626 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_don_hewlett_chevrolet
- **Doral Kia** (`dealer_doral_kia`) — Doral, FL 33172 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_doral_kia
- **Earnhardt Ford Phoenix-Chandler** (`dealer_earnhardt_ford_chandler`) — Chandler, AZ 85226 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_earnhardt_ford_chandler
- **Earnhardt Honda Phoenix** (`dealer_earnhardt_honda_avondale`) — Avondale, AZ 85323 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_earnhardt_honda_avondale
- **Earnhardt Toyota Mesa** (`dealer_earnhardt_toyota_mesa`) — Mesa, AZ 85206 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_earnhardt_toyota_mesa
- **Ed Morse Cadillac Delray Beach** (`dealer_ed_morse_cadillac_delray`) — Delray Beach, FL 33483 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_ed_morse_cadillac_delray
- **Ed Voyles Kia Atlanta** (`dealer_ed_voyles_kia_smyrna`) — Smyrna, GA 30080 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_ed_voyles_kia_smyrna
- **Elder Ford of Tampa** (`dealer_elder_ford_tampa`) — Tampa, FL 33612 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_elder_ford_tampa
- **Gunther Kia Fort Lauderdale** (`dealer_gunther_kia`) — Fort Lauderdale, FL 33317 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_gunther_kia
- **Gus Machado Ford Hialeah** (`dealer_gus_machado_ford`) — Hialeah, FL 33012 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_gus_machado_ford
- **Hardy Chevrolet Georgia** (`dealer_hardy_chevrolet_gainesville`) — Gainesville, GA 30501 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_hardy_chevrolet_gainesville
- **Headquarter Toyota** (`dealer_headquarter_toyota`) — Hialeah, FL 33015 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_headquarter_toyota
- **Holler Honda Orlando** (`dealer_holler_honda_orlando`) — Orlando, FL 32807 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_holler_honda_orlando
- **Holler Hyundai Winter Park** (`dealer_holler_hyundai_winter_park`) — Winter Park, FL 32789 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_holler_hyundai_winter_park
- **Honda of Aventura** (`dealer_honda_of_aventura`) — North Miami Beach, FL 33162 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_honda_of_aventura
- **Huntington Beach Ford** (`dealer_huntington_beach_ford`) — Huntington Beach, CA 92648 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_huntington_beach_ford
- **Jacksonville Chrysler Jeep Dodge Ram** (`dealer_jacksonville_cjdr`) — Jacksonville, FL 32256 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_jacksonville_cjdr
- **Kelly Ford Melbourne** (`dealer_kelly_ford_melbourne`) — Melbourne, FL 32935 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_kelly_ford_melbourne
- **Ken Ganley Kia New Port Richey** (`dealer_ken_ganley_kia_npr`) — New Port Richey, FL 34652 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_ken_ganley_kia_npr
- **Lakeland Ford** (`dealer_lakeland_ford`) — Lakeland, FL 33805 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_lakeland_ford
- **Lorenzo Ford** (`dealer_lorenzo_ford_homestead`) — Homestead, FL 33030 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_lorenzo_ford_homestead
- **Mac Haik Ford Austin-Georgetown** (`dealer_mac_haik_ford_georgetown`) — Georgetown, TX 78626 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_mac_haik_ford_georgetown
- **Metro Ford Miami** (`dealer_metro_ford_miami`) — Miami, FL 33150 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_metro_ford_miami
- **Midway Ford Miami** (`dealer_midway_ford_miami`) — Miami, FL 33144 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_midway_ford_miami
- **Parks Ford of Wesley Chapel** (`dealer_parks_ford_wesley_chapel`) — Wesley Chapel, FL 33543 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_parks_ford_wesley_chapel
- **Peacock Ford Orlando** (`dealer_holler_ford_maitland`) — Maitland, FL 32751 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_holler_ford_maitland
- **Plantation Ford** (`dealer_plantation_ford`) — Plantation, FL 33317 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_plantation_ford
- **Rodeo Ford Goodyear** (`dealer_rodeo_ford_goodyear`) — Goodyear, AZ 85338 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_rodeo_ford_goodyear
- **Sam Galloway Ford** (`dealer_sam_galloway_ford`) — Fort Myers, FL 33907 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_sam_galloway_ford
- **Sarasota Ford** (`dealer_sarasota_ford`) — Sarasota, FL 34236 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_sarasota_ford
- **Sawgrass Ford** (`dealer_sawgrass_ford`) — Sunrise, FL 33323 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_sawgrass_ford
- **Southern 441 Toyota** (`dealer_southern_441_toyota`) — Royal Palm Beach, FL 33411 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_southern_441_toyota
- **Stingray Chevrolet** (`dealer_stingray_chevrolet`) — Plant City, FL 33563 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_stingray_chevrolet
- **Stonecrest Honda Atlanta** (`dealer_stonecrest_honda`) — Stonecrest, GA 30038 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_stonecrest_honda
- **Tallahassee Ford** (`dealer_tallahassee_ford`) — Tallahassee, FL 32301 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_tallahassee_ford
- **Tindol Ford Charlotte-Gastonia** (`dealer_tindol_ford_gastonia`) — Gastonia, NC 28054 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_tindol_ford_gastonia
- **Tom Bush BMW Jacksonville** (`dealer_tom_bush_bmw_jax`) — Jacksonville, FL 32225 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_tom_bush_bmw_jax
- **Tom Bush Mazda Jacksonville** (`dealer_tom_bush_mazda_jax`) — Jacksonville, FL 32225 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_tom_bush_mazda_jax
- **Tom Bush Volkswagen Jacksonville** (`dealer_tom_bush_vw_jax`) — Jacksonville, FL 32225 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_tom_bush_vw_jax
- **Tommie Vaughn Ford Houston** (`dealer_tommie_vaughn_ford_houston`) — Houston, TX 77008 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_tommie_vaughn_ford_houston
- **Toyota of Clermont** (`dealer_toyota_of_clermont`) — Clermont, FL 34711 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_toyota_of_clermont
- **Toyota of Orlando** (`dealer_toyota_of_orlando`) — Orlando, FL 32811 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_toyota_of_orlando
- **Wade Ford Atlanta** (`dealer_wade_ford_smyrna`) — Smyrna, GA 30080 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_wade_ford_smyrna
- **Wallace Chevrolet Stuart** (`dealer_wallace_chevrolet_stuart`) — Stuart, FL 34997 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_wallace_chevrolet_stuart
- **West Point Lincoln of Houston** (`dealer_west_point_lincoln_houston`) — Houston, TX 77043 · **80 vehicles** (38 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_west_point_lincoln_houston
- **Brickell Honda** (`dealer_brickell_honda`) — Miami, FL 33130 · **59 vehicles** (17 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_brickell_honda
- **Brickell Mazda** (`dealer_brickell_mazda`) — Miami, FL 33130 · **43 vehicles** (11 New, 32 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_brickell_mazda
- **Bob Rohrman Schaumburg Ford** (`dealer_bob_rohrman_schaumburg_ford`) — Schaumburg, IL 60173 · **42 vehicles** (0 New, 42 Used/CPO) · Claim/Traffic Page: https://dealer-direct-mcp.web.app/dealers/dealer_bob_rohrman_schaumburg_ford

## Available MCP Tools

1. **`search_inventory`**
   - Search live dealer-direct New, Used, and Certified inventory across South Florida.
   - Filters: `query`, `condition` (`new`, `used`, `certified`), `make`, `model`, `trim`, `year_min`, `year_max`, `price_max`, `mileage_max`, `zip` + `radius_miles` (Haversine geo search), `fuel_type`, `drivetrain`, `transmission`, `body_style` (`SUV`, `Sedan`, `Truck`, `Coupe`, `Convertible`, `Hatchback`, `Van`), `certified_only`, `dealer_id`, `sort_by` (`price`, `mileage`, `distance`, `newest`).
   - Returns: `vehicles[]` with `last_seen_at` freshness timestamp, `source_url` (dealer VDP), and `distance_miles`. Empty searches return `suggestions[]` (closest matches by widening radius or raising price).

2. **`get_vehicle`**
   - Inputs: `{ "id_or_vin": "<vehicle_id or 17-char VIN>" }`
   - Returns: Full canonical vehicle record, pricing & fee disclosures, price history, all high-res photo URLs, and dealer contact info.

3. **`list_dealers`**
   - Inputs: `{}`
   - Returns: Participating dealerships, addresses, coordinates, last crawl timestamps, and live New & Used inventory counts.

4. **`submit_lead`** (Consent-Gated Buyer Lead Submission)
   - Inputs: `{ "vehicle_id": "...", "buyer_name": "...", "buyer_email": "...", "buyer_phone": "...", "message": "...", "consent": true }`
   - Rules: Requires explicit `consent: true` and at least one contact method (`buyer_email` or `buyer_phone`). Delivers an ADF/XML + plain-text lead with full traffic attribution to the dealership. Duplicate leads within 7 days are automatically waived ($0 to dealer).

5. **`get_lead_status`** (Dealer-Authenticated)
   - Inputs: `{ "lead_id": "...", "dealer_api_key": "..." }`
   - Returns: Email & signed webhook delivery attempts, timestamps, and billing ledger status.