Real-time US state ABC liquor license compliance records for AI agents. Covers CA, TX, NY, and FL — extracted from state portals and served as normalized JSON. Every response includes a _verifiability block with extraction timestamp, confidence score, and source URL.
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Scored across 3 tools
The three tools have distinct, non-overlapping purposes: listing supported jurisdictions (discovery), searching by business/address (fuzzy finding), and looking up by license number (exact verification). An agent can easily select the correct tool based on whether it needs coverage metadata, discovery search, or point-in-time validation.
All tools follow the consistent abc_verb_noun pattern in snake_case. The verb choices are precise (list, lookup, search) and semantically appropriate to their functions, with clear singular/plural distinctions (state vs licenses) that signal return cardinality.
Three tools is exactly appropriate for this narrow, focused domain of read-only license compliance verification. The set covers the essential workflow (discover coverage → search → verify specific) without bloat, fitting perfectly within the ideal 3-15 tool range for a well-scoped MCP server.
The toolset covers the core read lifecycle for compliance checks (listing states, searching, and retrieving specific records). However, it lacks bulk verification capabilities or monitoring tools for ongoing compliance tracking, which are common enterprise needs. For pure point-in-time verification, the surface is nearly complete.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
abc_list_statesabc_lookup_licenseabc_search_licenses
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