{"generated_at":"2026-10-19T19:53:11.187Z","cache_seconds":3600,"scope":"Unblocked stored records with a valid llms.txt at their last crawl. Listed counts additionally meet directory tier rules.","valid_llms_txt":40555,"listed_sites":35262,"with_llms_full_txt":13771,"with_documentation_links":16312,"categorized_sites":15659,"unclassified_sites":24896,"publisher_declared_mcp":512,"checked_last_24_hours":28860,"earliest_record":"2026-10-18T14:17:56.439Z","oldest_last_check":"2026-10-18T14:19:04.735Z","newest_last_check":"2026-10-19T19:52:36.253Z","taxonomy_version":"2","categories":[{"id":"ai-ml","label":"AI and machine learning","description":"AI models, assistants, training and inference products.","count":1465},{"id":"developer-tools","label":"Developer tools","description":"Software development, code, API tooling and documentation platforms.","count":296},{"id":"infrastructure","label":"Infrastructure","description":"Cloud hosting, deployment, networking and application infrastructure.","count":583},{"id":"data-analytics","label":"Data and analytics","description":"Databases, data engineering, analytics and business intelligence.","count":337},{"id":"cybersecurity","label":"Cybersecurity","description":"Security, identity, threat prevention and vulnerability tooling.","count":410},{"id":"finance-payments","label":"Finance and payments","description":"Financial services, banking, billing and payment infrastructure.","count":457},{"id":"ecommerce","label":"Ecommerce","description":"Online shops, commerce platforms and retail software.","count":6861},{"id":"productivity","label":"Productivity","description":"Work management, collaboration, notes and workflow automation.","count":203},{"id":"marketing","label":"Marketing","description":"Marketing, advertising, customer engagement and CRM products.","count":1275},{"id":"education","label":"Education","description":"Learning platforms, courses, teaching and educational resources.","count":666},{"id":"healthcare","label":"Healthcare","description":"Healthcare, medical services and clinical or patient software.","count":503},{"id":"media","label":"Media","description":"News publishing, journalism, audio, video and media platforms.","count":811},{"id":"design","label":"Design","description":"Graphic, interface, product design and visual design tools.","count":202},{"id":"gaming","label":"Gaming","description":"Games, gaming platforms and game development tools.","count":359},{"id":"travel","label":"Travel","description":"Travel planning, tourism, transport and accommodation booking.","count":252},{"id":"community","label":"Community","description":"Social networks, online communities and discussion platforms.","count":105},{"id":"legal","label":"Legal","description":"Law firms, legal services and legal practice software.","count":84},{"id":"recruiting-careers","label":"Recruiting and careers","description":"Jobs, recruitment, career services and human resources software.","count":157},{"id":"industrial-manufacturing","label":"Industry and manufacturing","description":"Manufacturers, industrial equipment and production services.","count":389},{"id":"real-estate","label":"Real estate","description":"Property sales, rentals, estate agencies and property management.","count":227},{"id":"arts-culture","label":"Arts and culture","description":"Museums, art, cultural institutions and creative collections.","count":139},{"id":"sports-fitness","label":"Sports and fitness","description":"Sports information, teams, fitness services and athletic activities.","count":179},{"id":"food-dining","label":"Food and dining","description":"Restaurants, food services, recipes and food producers.","count":247},{"id":"automotive","label":"Automotive","description":"Vehicles, dealerships, automotive products and repair services.","count":123},{"id":"government-public-services","label":"Government and public services","description":"Government institutions, public administration and citizen services.","count":46},{"id":"science-research","label":"Science and research","description":"Scientific research, scholarly resources and research institutions.","count":57}],"category_scope":"Category counts cover featured/listed records and overlap; they must not be added to estimate unique sites.","limitations":["This is an index snapshot, not a representative sample or an estimate of adoption across the whole web.","Seed popularity, publisher links, file locations and crawl timing affect coverage. Missing sites may publish files we have not discovered.","A valid file at its last crawl may be stale now. Documentation links are publisher metadata; target-page correctness is not established.","MCP counts describe published endpoint declarations, without certifying a working server or successful agent use.","Records and categories do not count participating publishers, visitors or unique agents."]}