{"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":"2026-09-27T10:06:01.668Z","server":{"name":"org.ailayoffs/ai-layoffs","title":"AI Layoffs","description":"Source-cited register of layoffs linked to AI, plus a live 0-100 AI job-loss index. No key.","version":"1.0.0","remote_url":"https://ailayoffs.org/mcp","repo_url":null},"operational_grade":{"grade":"A","score":97,"provisional":0,"reachable":1,"auth_state":"open","latency_ms":246,"tool_count":4,"probed_at":"2026-09-27T06:45:29.828Z","evidence":[{"criterion":"reachability","points":25,"max":25,"evidence":"HTTP 200, initialize accepted in 246ms"},{"criterion":"protocol","points":15,"max":15,"evidence":"valid JSON-RPC initialize result, protocolVersion 2025-06-18, serverInfo ai-layoffs@1.0.0"},{"criterion":"tooling","points":35,"max":35,"evidence":"tools/list OK: 4 tools e.g. \"get_ai_layoffs_index\"; 4/4 described, 4/4 fully-typed schemas, median description 509 chars"},{"criterion":"latency","points":10,"max":10,"evidence":"initialize round-trip 246ms"},{"criterion":"provenance","points":12,"max":15,"evidence":"description present; no repository URL; version 1.0.0; namespace org.ailayoffs 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: AI Layoffs Source-cited register of layoffs linked to AI, plus a live 0-100 AI job-loss index | vs last month, the three weighted components with what each reads, the as-of date, and a ready-made citation string | search_ai_layoff_events Search the source-cited register of layoffs linked to AI (one row per event, 2023 to date). No response-level citation benchmark has verified this claim yet.","source_type":"live_probe","sample_size":null,"observed_at":"2026-09-27T06:45:29.828Z","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":"2026-09-27T06:45:29.828Z","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."}