{"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":"2026-10-20T11:35:34.262Z","server":{"name":"io.github.skakumanu/llm-pricing-mcp-server","title":"LLM Pricing","description":"Real-time, drift-verified LLM pricing across 26 providers with cost+quality model routing.","version":"1.73.2","remote_url":"https://llm-pricing-api.fly.dev/mcp","repo_url":"https://github.com/skakumanu/llm-pricing-mcp-server"},"operational_grade":{"grade":"A","score":100,"provisional":0,"reachable":1,"auth_state":"open","latency_ms":259,"tool_count":29,"probed_at":"2026-10-20T04:01:02.674Z","evidence":[{"criterion":"reachability","points":25,"max":25,"evidence":"HTTP 200, initialize accepted in 259ms"},{"criterion":"protocol","points":15,"max":15,"evidence":"valid JSON-RPC initialize result, protocolVersion 2024-11-05, serverInfo LLM Pricing MCP Server@1.73.2"},{"criterion":"tooling","points":35,"max":35,"evidence":"tools/list OK: 29 tools e.g. \"get_all_pricing\"; 29/29 described, 29/29 fully-typed schemas, median description 214 chars"},{"criterion":"latency","points":10,"max":10,"evidence":"initialize round-trip 259ms"},{"criterion":"provenance","points":15,"max":15,"evidence":"description present; repository linked; version 1.73.2; namespace io.github.skakumanu 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: sk types to route at onc check_price_drift Audit this server's own pricing data against an external reference registry. No response-level citation benchmark has verified this claim yet.","source_type":"live_probe","sample_size":null,"observed_at":"2026-10-20T04:01:02.674Z","methodology_version":"trust-v1"},{"dimension":"security","metric":"sensitive_capabilities_declared","status":"concern","value_text":"delete_price_alert, delete_conversation, delete_budget_alert","evidence":"3 discovered tool(s) advertise potentially state-changing or privileged capabilities. Tool names: delete_price_alert, delete_conversation, delete_budget_alert. Classification is description-based and does not prove exploitability.","source_type":"live_probe","sample_size":3,"observed_at":"2026-10-20T04:01:02.674Z","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":"2026-10-20T04:01:02.674Z","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."}