Verified local business registry for AI agents. Currently serving Malaysia.
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Scored across 7 tools
Each tool targets a distinct action and resource: searching, viewing profiles, verifying attestations, contacting, quoting, reading threads, and reporting. The two messaging tools (contact_business and request_quote) are clearly delineated by the structured vs unstructured distinction, and the descriptions explicitly guide which to use.
All tools follow verb_noun snake_case pattern, with verbs contact, get, report, request, search. The use of 'get' for three different objects is consistent and unambiguous.
With 7 tools, the set is well-scoped for a business directory and communication client, covering all essential user actions without redundancy.
The tool surface covers the full user journey: find (search), inspect (get_business), verify (get_attestation), reach out (contact_business/request_quote), communicate (get_thread), and give feedback (report_listing). No obvious dead ends or missing operations for the stated purpose.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
contact_business1 field changedInput schema / properties / id / descriptionPrevious value: -"Business id, from search_businesses or get_business."New value: +"Business id OR slug, exactly as returned by search_businesses. Both are accepted."get_attestation1 field changedInput schema / properties / id / descriptionPrevious value: -"Business id."New value: +"Business id OR slug. Both are accepted."get_thread1 field changedInput schema / properties / threadRef / descriptionPrevious value: -"Thread reference returned by contact_business."New value: +"Thread reference returned by contact_business or request_quote."report_listing1 field changedInput schema / properties / id / descriptionPrevious value: -"Business id."New value: +"Business id OR slug. Both are accepted."request_quote1 field changedInput schema / properties / id / descriptionPrevious value: -"Business id."New value: +"Business id OR slug. Both are accepted."wait_for_replycontact_businessget_attestationget_businessget_threadreport_listingrequest_quotesearch_businessesVerified local businesses, bookable by AI agents: services, prices, availability and appointments.
Owner-verified local business data for AI agents: profiles, hours, prices, with provenance.
AI-readable directory + commerce layer: 3,500+ SEA businesses, plus products from verified stores.
Verified Indian business data and AI-visibility reports for MCP-compatible AI agents.
Add one secure layer between your agents and this server.
