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280K+ auto repair businesses

Make Your Auto Repair Agent-Ready

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

280K+ businesses
Avg score: 14/100
Top: RepairPal: 39

The Agent Use Case

Imagine a customer asks their AI assistant this question:

Customer

My check engine light is on, get me an appointment this week under $100 diagnostic

AI Agent

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

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

5 MCP Tools Agents Could Call

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

1

get_estimate()

Return a repair estimate for a described automotive issue

params.ts
1// Parameters
2issue_description: string
3vehicle_year?: number
4vehicle_make?: string
5vehicle_model?: string
2

book_appointment()

Schedule an auto repair or diagnostic appointment

params.ts
1// Parameters
2service_type: string
3preferred_date: string
4vehicle_info: string
5customer_name: string
3

check_availability()

Check open appointment slots for a given date

params.ts
1// Parameters
2date: string
3service_type?: string
4

get_services()

Return all services offered with pricing and descriptions

params.ts
1// Parameters
2category?: string
5

check_warranty()

Check warranty coverage on previous repairs

params.ts
1// Parameters
2repair_id?: string
3vehicle_vin?: 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 services, certifications, and pricing

MCP endpoint for estimates and booking

Listed in agent-searchable directories

Before & After

The difference between being invisible and being the first recommendation.

Today

Agents cannot get diagnostic estimates from your shop

No programmatic way to book repair appointments

Missing from AI-powered auto service searches

Average score: 14/100

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 repair in your market

While 280K+ auto repair businesses average 14/100, you can be at 75+ in minutes. Free.