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MCP QUEEN

The Graded Registry

Every remote server in the official MCP registry, probed live and graded with receipts β€” the only MCP index where every grade shows its evidence.

16252servers indexed
7737remote endpoints
862graded (rolling)
208grade A
60%reachable
385msmedian latency
SortBestWorstJust probedMost toolsFastest
GradeAllA (208)B (3)C (198)D (107)F (346)Provisional
CategoryAll categoriesAI & Agents (239)Other (204)Web & Search (137)Cloud & Infra (65)Productivity (43)Dev & Code (35)Data & Databases (29)Finance & Crypto (27)Communication (21)Media & Design (19)Commerce (17)Security (13)Science & Health (13)

8 matches. Categories are keyword-derived from registry metadata β€” imperfect by design, deterministic by principle.

#ServerGradeScoreLatencyToolsAuthProbed
1 ai.smithery/afgong-sqlite-mcp-server
Data & Databases
F 15
269ms β€” unreachable 07-12 16:16
2 ai.smithery/bielacki-igdb-mcp-server
Data & Databases
F 15
268ms β€” unreachable 07-12 16:46
3 ai.smithery/MisterSandFR-supabase-mcp-selfhosted
Data & Databases
F 15
276ms β€” unreachable 07-12 16:16
4 ai.smithery/pinion05-supabase-mcp-lite
Data & Databases
F 15
272ms β€” unreachable 07-12 17:16
5 ai.smithery/wgong-sqlite-mcp-server
Data & Databases
F 15
228ms β€” unreachable 07-12 17:32
6 ai.smithery/cpretzinger-ai-assistant-simple
Data & Databases
F 12
242ms β€” unreachable 07-12 16:46
7 app.potto/potto-japan
Data & Databases
F 12
513ms β€” unreachable 07-12 19:18
8 ai.autorfp/mcp
AutoRFP.ai
Data & Databases
F 8
β€” β€” unreachable 07-12 14:18

Methodology

Each server is probed live over streamable HTTP: reachability (25) β€” does initialize succeed; auth-gated servers earn partial credit only if they advertise WWW-Authenticate so clients can discover OAuth. protocol (15) β€” valid JSON-RPC handshake; deprecated SSE transport is penalized. tooling (35) β€” tools/list works, share of tools with descriptions and fully-typed input schemas, median description depth. latency (10) β€” initialize round-trip. provenance (15) β€” registry metadata completeness and whether the reverse-DNS namespace actually matches the serving domain. Scores scale to what is verifiable; unverifiable dimensions mark the grade provisional rather than guessing. Every point carries the verbatim observation that earned it. No stars, no votes, no pay-to-rank β€” probes only.