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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.

16246servers indexed
7735remote endpoints
748graded (rolling)
207grade A
68%reachable
383msmedian latency
SortBestWorstJust probedMost toolsFastest
GradeAllA (207)B (3)C (196)D (105)F (237)Provisional
CategoryAll categoriesOther (202)Web & Search (136)AI & Agents (130)Cloud & Infra (65)Productivity (43)Dev & Code (34)Data & Databases (28)Finance & Crypto (27)Communication (21)Media & Design (19)Commerce (17)Security (13)Science & Health (13)

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

#ServerGradeScoreLatencyToolsAuthProbed
1 ai.painspotter/painspotter
Commerce
A 100
72ms 7 open 07-12 15:16
2 app.recao/recao-mcp
Recao
Commerce
A 97
676ms 10 open 07-12 19:18
3 app.sorsa/sorsa
Sorsa
Commerce
A 97
210ms 37 open 07-12 19:18
4 ai.offerhopper.mcp/shopping-optimizer
offerhopper.ai Grocery and Drug Store Shopping Assistant
Commerce
A 94
597ms 1 open 07-12 15:16

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.