{"attribution":"MCP Queen — the evidence layer for MCP (https://mcpqueen.com)","license":"CC BY 4.0 — free to use with attribution and a link to mcpqueen.com","methodology":"https://mcpqueen.com/registry#methodology","docs":"https://mcpqueen.com/api","generated_at":"2026-08-26T17:58:50.623Z","server":{"name":"io.github.huxleypeckham/found-by-ai-monitor","title":null,"description":"Live AI-visibility measurements across 7 answer engines, queryable by the business owner's own AI.","version":"1.1.0","remote_url":"https://areyoufoundbyai.com/mcp/demo","repo_url":"https://github.com/techhorizonlabs/foundbyai-mcp"},"operational_grade":{"grade":"A","score":90,"provisional":0,"reachable":1,"auth_state":"open","latency_ms":573,"tool_count":13,"probed_at":"2026-08-26T15:15:40.246Z","evidence":[{"criterion":"reachability","points":25,"max":25,"evidence":"HTTP 200, initialize accepted in 573ms"},{"criterion":"protocol","points":15,"max":15,"evidence":"valid JSON-RPC initialize result, protocolVersion 2025-06-18, serverInfo found-by-ai-monitor@1.1.0"},{"criterion":"tooling","points":35,"max":35,"evidence":"tools/list OK: 13 tools e.g. \"get_visibility\"; 13/13 described, 13/13 fully-typed schemas, median description 185 chars"},{"criterion":"latency","points":7,"max":10,"evidence":"initialize round-trip 573ms"},{"criterion":"provenance","points":8,"max":15,"evidence":"description present; repository linked; version 1.1.0; namespace io.github.huxleypeckham does NOT match remote host (expected *.huxleypeckham.github.io)"}],"protocol_access":"open"},"field_semantics":{"auth_state":"Deprecated name retained for compatibility. It means protocol handshake/discovery access only, not tool-level data entitlement.","protocol_access":"Preferred name for auth_state."},"audit_state":"observations_published","observations":[{"dimension":"citation_quality","metric":"citation_capability_advertised","status":"unverified","value_text":null,"evidence":"Metadata/tool descriptions advertise citation or evidence capability: get_citation_sources The domains AI engines actually cite in answers matching this category, most-cited first, with whether this business appears on each. No response-level citation benchmark has verified this claim yet.","source_type":"live_probe","sample_size":null,"observed_at":"2026-08-26T15:15:40.246Z","methodology_version":"trust-v1"},{"dimension":"security","metric":"authentication_boundary","status":"observed","value_text":"open","evidence":"Live protocol probe observed auth_state=open. This describes discovery/access behavior; it is not by itself a vulnerability finding.","source_type":"live_probe","sample_size":null,"observed_at":"2026-08-26T15:15:40.246Z","methodology_version":"trust-v1"}],"response_benchmarks":[],"reviewed_field_reports":[],"interpretation":"Dimensions are independent; missing evidence is not a pass; field reports are qualitative, moderated and never votes."}