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70K+ auto dealers businesses

Make Your Auto Dealers Agent-Ready

AI agents are learning to find, book, and pay for auto dealers services autonomously. Most auto dealers businesses are invisible to them.

70K+ businesses
Avg score: 28/100
Top: Carvana: 52

The Agent Use Case

Imagine a customer asks their AI assistant this question:

Customer

Find me a 2024 Toyota RAV4 under $35K within 50 miles of Chicago

AI Agent

Searching for agent-ready auto dealers businesses... Found your business via MCP endpoint. Calling search_inventory() now...

Right now, this fails for most auto dealers businesses. We fix that.

5 MCP Tools Agents Could Call

These are the tools an AI agent needs to interact with your auto dealers business. We generate and host them for you.

1

search_inventory()

Search vehicle inventory by make, model, year, price, and features

params.ts
1// Parameters
2make?: string
3model?: string
4year_min?: number
5price_max?: number
6features?: string[]
2

get_vehicle_details()

Return full details, photos, and pricing for a specific vehicle

params.ts
1// Parameters
2vin: string
3

schedule_test_drive()

Book a test drive appointment for a specific vehicle

params.ts
1// Parameters
2vin: string
3preferred_date: string
4time_slot: string
5customer_name: string
4

get_financing_estimate()

Return estimated monthly payments based on price and terms

params.ts
1// Parameters
2vehicle_price: number
3down_payment: number
4term_months: number
5credit_tier?: string
5

get_dealer_info()

Return hours, location, inventory count, and contact info

params.ts
1// Parameters
2fields?: string[]
Hosted on AgentHermes MCP infrastructure — zero setup

What You Get (Free)

Everything you need to go from invisible to agent-ready. No code required.

Agent card with inventory summary and dealer info

MCP endpoint for search, pricing, and test drives

Listed in agent-searchable directories

Before & After

The difference between being invisible and being the first recommendation.

Today

Agents cannot search your live inventory

No way to schedule test drives programmatically

Missing from AI-powered car shopping results

Average score: 28/100

After AgentHermes

AI agents discover and recommend your business

Customers book through any AI assistant

Machine-readable tools expose your full service catalog

First-mover advantage in the agent economy

Be the first agent-ready auto dealers in your market

While 70K+ auto dealers businesses average 28/100, you can be at 75+ in minutes. Free.