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50
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Agentic Readiness Score
+25 llms.txt +15 structured API missing +20 ai-plugin
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developer apimcpllms-txt

Agentic Signals

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ai-plugin.json
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OpenAPI Spec
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Structured API
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Schema.org Markup
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MCP Server
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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.