{"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":"2026-10-23T02:05:31.083Z","server":{"name":"ai.kliqo/ai-visibility","title":"Kliqo AI Visibility","description":"Free AI visibility checks, then see if ChatGPT and Google AI name you or your competitors instead.","version":"1.1.0","remote_url":"https://kliqo.ai/mcp","repo_url":null},"operational_grade":{"grade":"A","score":94,"provisional":0,"reachable":1,"auth_state":"open","latency_ms":572,"tool_count":24,"probed_at":"2026-10-22T22:30:58.085Z","evidence":[{"criterion":"reachability","points":25,"max":25,"evidence":"HTTP 200, initialize accepted in 572ms"},{"criterion":"protocol","points":15,"max":15,"evidence":"valid JSON-RPC initialize result, protocolVersion 2025-06-18, serverInfo kliqo@1.1.0"},{"criterion":"tooling","points":35,"max":35,"evidence":"tools/list OK: 24 tools e.g. \"check_ai_crawlers\"; 24/24 described, 24/24 fully-typed schemas, median description 400 chars"},{"criterion":"latency","points":7,"max":10,"evidence":"initialize round-trip 572ms"},{"criterion":"provenance","points":12,"max":15,"evidence":"description present; no repository URL; version 1.1.0; namespace ai.kliqo matches endpoint/repo"}],"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: nd this month, who moved ahead, prompts AI answers without naming them, sites where competitors get cited instead, the most valuable open actions, results of finished actions, AI crawler errors and whether answers are still coming in, with suggested next steps | nded, compared, mentioned, warned against, its rank), which brands were named, and which sites were cited | \" or \"is our site cited. No response-level citation benchmark has verified this claim yet.","source_type":"live_probe","sample_size":null,"observed_at":"2026-10-22T22:30:58.085Z","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":"2026-10-22T22:30:58.085Z","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."}