# McLarty Honda — Overview

> Full-content version of [llms.txt](https://agent.mclartyhonda.com/llms.txt) — includes this business's own overview and structured data inline. Pages linked below are on the business's own website and are not reproduced here in full.

## Business Overview

## About this site
agent.mclartyhonda.com is McLarty Honda's official AI agent site: a live, production service that gives AI assistants, agents and developers machine-readable data about McLarty Honda, including business details, current vehicle inventory, offers and Q&A.
It is built for AI agents and the developers who connect them. It is not a shopping site; people looking to buy, sell or service with McLarty Honda should use https://www.mclartyhonda.com/.
Access is free and read-only. The HTTP API and the MCP server need no sign-up, payment or key. This business's public key (in auth.md, with an optional registration flow) only adds the MCP analytics tools.
**Start here:**
- [/.well-known/agent-card.json](https://agent.mclartyhonda.com/.well-known/agent-card.json): A2A agent card (talk to the agent directly)
- [/.well-known/mcp/server-card.json](https://agent.mclartyhonda.com/.well-known/mcp/server-card.json): MCP server (tools for agents)
- [openapi.json](https://agent.mclartyhonda.com/api/v1/prospect-mclarty-honda-732faf/openapi.json): REST API reference
- [/llms.txt](https://agent.mclartyhonda.com/llms.txt): overview for LLMs
- [/auth.md](https://agent.mclartyhonda.com/auth.md): authentication (optional), including the public key for the MCP analytics tools
## Connect an AI assistant
Add McLarty Honda's MCP server to an AI assistant to ask it about vehicles for sale, offers, hours and services directly. No key or sign-up is needed, and it is read-only.
MCP address: https://mcp-okp.confluencelocalmarketing.com/prospect-mclarty-honda-732faf/mcp
1. ChatGPT: open Settings, choose the option to add a custom MCP server or connector, paste the address and pick no authentication.
2. Claude: open Settings, then Connectors, add a custom connector and paste the address.
3. Start a new chat with it turned on and ask something like "What cars do you have under $30,000?"
## About McLarty Honda
- **Business Type:** Unknown
- **Website:** [https://www.mclartyhonda.com](https://www.mclartyhonda.com/)
- **Address:** Little Rock, AR, US
## AI Discovery Endpoints
- [/api/v1/prospect-mclarty-honda-732faf/business](https://agent.mclartyhonda.com/api/v1/prospect-mclarty-honda-732faf/business) — Business info (JSON-LD, Schema.org)
- [/api/v1/prospect-mclarty-honda-732faf/vehicles](https://agent.mclartyhonda.com/api/v1/prospect-mclarty-honda-732faf/vehicles) — Vehicle inventory (JSON-LD)
- [/api/v1/prospect-mclarty-honda-732faf/testimonials](https://agent.mclartyhonda.com/api/v1/prospect-mclarty-honda-732faf/testimonials) — Reviews & testimonials
- [/api/v1/prospect-mclarty-honda-732faf/prompts](https://agent.mclartyhonda.com/api/v1/prospect-mclarty-honda-732faf/prompts) — AI prompt structures
- [/api/v1/prospect-mclarty-honda-732faf/site-content](https://agent.mclartyhonda.com/api/v1/prospect-mclarty-honda-732faf/site-content) — Site pages & content
- [/api/v1/prospect-mclarty-honda-732faf/gbp-context](https://agent.mclartyhonda.com/api/v1/prospect-mclarty-honda-732faf/gbp-context) — Google Business Profile context
- [/api/v1/prospect-mclarty-honda-732faf/llms.txt](https://agent.mclartyhonda.com/api/v1/prospect-mclarty-honda-732faf/llms.txt) — LLM discovery file
- [/api/v1/prospect-mclarty-honda-732faf/robots.txt](https://agent.mclartyhonda.com/api/v1/prospect-mclarty-honda-732faf/robots.txt) — Robots directives
- [/api/v1/prospect-mclarty-honda-732faf/sitemap.xml](https://agent.mclartyhonda.com/api/v1/prospect-mclarty-honda-732faf/sitemap.xml) — Sitemap
- [/api/v1/prospect-mclarty-honda-732faf/openapi.json](https://agent.mclartyhonda.com/api/v1/prospect-mclarty-honda-732faf/openapi.json) — OpenAPI spec
- [/.well-known/api-catalog](https://agent.mclartyhonda.com/.well-known/api-catalog) — API catalog (RFC 9727)
- [/.well-known/mcp/server-card.json](https://agent.mclartyhonda.com/.well-known/mcp/server-card.json) — MCP server card (vehicle inventory tools)
- [/auth.md](https://agent.mclartyhonda.com/auth.md) — no key needed for the HTTP API or the MCP server; optional key for the MCP analytics tools
- [/.well-known/agent-skills/index.json](https://agent.mclartyhonda.com/.well-known/agent-skills/index.json) — Agent Skills discovery index
- [/.well-known/agent-card.json](https://agent.mclartyhonda.com/.well-known/agent-card.json) — A2A Agent Card
## Structured Data (JSON-LD)
```json
[
  {
    "@type": "WebPage",
    "@id": "https://agent.mclartyhonda.com/#webpage",
    "headline": "McLarty Honda - Overview",
    "description": "McLarty Honda — business info, live inventory, and AI agent discovery endpoints.",
    "url": "https://agent.mclartyhonda.com/",
    "dateModified": "2026-07-24T18:40:21.816Z",
    "breadcrumb": {
      "@type": "BreadcrumbList",
      "itemListElement": [
        {
          "@type": "ListItem",
          "position": 1,
          "name": "Home",
          "item": "https://agent.mclartyhonda.com/"
        },
        {
          "@type": "ListItem",
          "position": 2,
          "name": "McLarty Honda - Overview",
          "item": "https://agent.mclartyhonda.com/"
        }
      ]
    }
  },
  {
    "@context": "https://schema.org",
    "@type": "LocalBusiness",
    "@id": "https://agent.mclartyhonda.com/api/v1/prospect-mclarty-honda-732faf/business#organization",
    "name": "McLarty Honda",
    "description": "",
    "url": "https://www.mclartyhonda.com/",
    "telephone": "",
    "email": "",
    "additionalType": [],
    "address": {
      "@type": "PostalAddress",
      "streetAddress": "",
      "addressLocality": "Little Rock",
      "addressRegion": "AR",
      "postalCode": "",
      "addressCountry": "US"
    },
    "sameAs": [],
    "dateModified": "2026-07-24T18:40:21.816Z"
  }
]
```

## Pages

# McLarty Honda
> Automotive dealership providing quality products and services.

Important notes:
- Specialized in automotive sales and service
- Real-time inventory updates via JSON-LD API endpoints
- Structured data optimized for AI discovery and consumption

## Company
- [About us](https://agent.mclartyhonda.com/api/v1/prospect-mclarty-honda-732faf/business): Complete business profile including address, contact information, hours, and location details in JSON-LD format
- [Contact](https://agent.mclartyhonda.com/api/v1/prospect-mclarty-honda-732faf/business): Website: https://www.mclartyhonda.com/
- [Customer Reviews](https://agent.mclartyhonda.com/api/v1/prospect-mclarty-honda-732faf/testimonials): Customer testimonials and ratings in JSON-LD format
- [Google Business Profile Context](https://agent.mclartyhonda.com/api/v1/prospect-mclarty-honda-732faf/gbp-context): Flattened GBP data for LLM ingestion including business profile, recent reviews, latest posts, and image URLs
- [AI Manifest](https://agent.mclartyhonda.com/api/v1/prospect-mclarty-honda-732faf/.well-known/ai-manifest.json): Machine-readable directory of all available AI resources and endpoints
- [Sitemap](https://agent.mclartyhonda.com/api/v1/prospect-mclarty-honda-732faf/sitemap.xml): Standard XML sitemap following sitemap.org standards for search engine and AI crawler discovery
- [Configuration](https://agent.mclartyhonda.com/api/v1/prospect-mclarty-honda-732faf/config.json): System configuration and metadata about this AI data layer