Model Context Protocol
MCP Integration
Connect AI agents to our verified business directory using the Model Context Protocol. Safe, structured access to trusted business data.
Verified Data Only
Public MCP access only returns approved and published listings with verified information.
Role-Based Access
Different capabilities for public, authenticated, and admin agents with proper authorization.
Structured Responses
All responses are strongly typed JSON with consistent schemas for reliable agent consumption.
Available Resources
URI-addressable resources that agents can read from the directory
business://{id}publicGet a business by its unique identifier
Example: business://biz_abc123
business://slug/{slug}publicGet a business by its URL-friendly slug
Example: business://slug/acme-technology-solutions
category://{slug}publicGet all businesses in a category
Example: category://technology
directory://search?query=...publicSearch the directory with filters
Example: directory://search?query=ai+startup&location=san-francisco
Example Tool Response
Response from
get_business tool with _meta envelope{
"business": {
"id": "biz_abc123",
"slug": "acme-technology-solutions",
"name": "Acme Technology Solutions",
"description": "Enterprise software consulting...",
"categories": ["Technology", "Consulting"],
"tags": ["saas", "enterprise", "ai"],
"contact": {
"website": "https://acme.tech",
"phone": "+1 (555) 123-4567",
"email": "hello@acme.tech"
},
"location": {
"city": "San Francisco",
"state": "CA",
"country": "US"
}
},
"_meta": {
"source": "verified_directory",
"verified": true,
"trust_score": 92,
"published_at": "2024-01-15T10:00:00Z",
"last_verified_at": "2024-02-20T14:30:00Z"
}
}The _meta envelope tells AI agents they're receiving trusted, moderated data — not raw scraped content. This is the key differentiator for reliable AI consumption.