The Agent Pages
AI-first business directory

Get found by
AI agents, not just
search engines.

The Agent Pages is a structured directory for local service businesses — purpose-built for the agent era. List once and your business is instantly queryable via MCP, llms.txt, and a public REST API.

5

Businesses listed

74

Categories

3

Cities covered

MCP

Live query endpoint

How it works

From sign-up to AI-queryable in minutes.

01

List your business

Fill in your services, hours, location, and credentials. Takes about 5 minutes.

02

We generate your profile

Our AI writes a structured agent profile optimized for machine parsing — including what you're best for and what sets you apart.

03

Agents find you

Your business is live via MCP, llms.txt, and schema.org — ready for any agent that queries local services.

Everything agents need to find you

Three ways your business profile is exposed to AI systems.

llms.txt per business

A structured profile at /b/your-slug/llms.txt with Best For signals, differentiators, services, and a machine-readable JSON block.

Live MCP endpoint

A JSON-RPC 2.0 endpoint at /mcp — agents can search by city, category, or service in real time without scraping.

Schema.org JSON-LD

Every public page includes structured LocalBusiness markup so crawlers and AI systems always have the right data.

For AI agents & developers

Query the whole directory in real time

The Agent Pages exposes a live MCP endpoint that agents can call to search businesses, retrieve full profiles, and check availability — no scraping required.

POST /mcp — JSON-RPC 2.0, tools/list + tools/call
GET /api/v1/businesses — filterable REST API
GET /llms.txt — platform index for crawlers

# Search via MCP

{
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "name": "search_businesses",
    "arguments": {
      "city": "Clearwater",
      "category": "plumber"
    }
  },
  "id": 1
}

Ready to be found?

Join the directory built for the way people are already searching — through AI agents, not just Google.

List my business — free