Operator exposes a Model Context Protocol (MCP) server that gives AI agents access to 3.4M local business profiles, trust scores, reviews, and real-time market intelligence.
{
"mcpServers": {
"operator": {
"url": "https://operator.fyi/api/mcp",
"transport": "http"
}
}
}search_businessesSearch local businesses by niche, city, and filters.
| Param | Type | Description |
|---|---|---|
niche | string | Trade or business category (e.g. "plumbing", "hvac") |
city | string | City name (e.g. "Honolulu, HI") |
limit | number | Max results (default 10, max 50) |
get_businessRetrieve full profile for a specific business by slug.
| Param | Type | Description |
|---|---|---|
slug | string | Business slug (from search results) |
get_trust_scoreGet the Operator trust score for a business (0-100).
| Param | Type | Description |
|---|---|---|
slug | string | Business slug |
get_market_dataGet competitive intelligence for a niche in a city.
| Param | Type | Description |
|---|---|---|
niche | string | Trade or business category |
city | string | City name |
get_reviewsGet reviews and response data for a business.
| Param | Type | Description |
|---|---|---|
slug | string | Business slug |
limit | number | Max reviews (default 10) |
Read-only tools are available without an API key (rate-limited to 100 requests/day). For higher limits and write access, include your API key as a Bearer token.
Authorization: Bearer op_your_api_key_here