{"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":"2026-07-17T03:54:30.525Z","server":{"name":"io.github.pipeworx-io/seo-ai-visibility","title":"Seo Ai Visibility","description":"SEO AI-Visibility MCP — does brand X appear in an LLM's answer (GEO / AI-SEO)","version":"0.1.0","remote_url":"https://gateway.pipeworx.io/seo-ai-visibility/mcp","repo_url":"https://github.com/pipeworx-io/mcp-seo-ai-visibility"},"operational_grade":{"grade":"A","score":97,"provisional":0,"reachable":1,"auth_state":"open","latency_ms":1359,"tool_count":31,"probed_at":"2026-07-14T17:00:43.301Z","evidence":[{"criterion":"reachability","points":25,"max":25,"evidence":"HTTP 200, initialize accepted in 1359ms"},{"criterion":"protocol","points":15,"max":15,"evidence":"valid JSON-RPC initialize result, protocolVersion 2025-03-26, serverInfo pipeworx-gateway@0.1.0"},{"criterion":"tooling","points":35,"max":35,"evidence":"tools/list OK: 31 tools e.g. \"ask_pipeworx\"; 31/31 described, 31/31 fully-typed schemas, median description 703 chars"},{"criterion":"latency","points":7,"max":10,"evidence":"initialize round-trip 1359ms"},{"criterion":"provenance","points":15,"max":15,"evidence":"description present; repository linked; version 0.1.0; namespace io.github.pipeworx-io 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":"unaudited","observations":[],"response_benchmarks":[],"reviewed_field_reports":[],"interpretation":"Dimensions are independent; missing evidence is not a pass; field reports are qualitative, moderated and never votes."}