llms.txt Content
# LocalPro MCP Server
> Verified local service provider data for AI agents. 7,000+ fully profiled providers across 10 trade categories. Each provider served includes a customer rating, services list, opening hours, and business status, with AI-generated summaries and an owned review summary where available.
## Tools
- list_niches — Discover available service categories
- list_cities — Find cities where providers operate
- list_service_types — Get valid service type filters
- search_providers — Search for verified providers by location and service type
- get_provider — Detailed provider profile with services, pricing, certifications, a review summary, opening hours, JSON-LD schema, and freshness signals
## Schema Version 2.0
All responses include data_freshness in the meta block. Two cadence signals: directory_refresh_cadence (weekly — provider names, services, websites) and google_data_refresh_cadence (quarterly — ratings, reviews, hours).
get_provider responses include a google_data block (business_status, opening_hours, review_summary, summary, formatted_address, google_maps_url) and JSON-LD schema.org LocalBusiness with AggregateRating + OpeningHoursSpecification + GeoCoordinates.
Closed-permanently providers are filtered automatically.