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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
742graded (rolling)
206grade A
68%reachable
384msmedian latency
SortBestWorstJust probedMost toolsFastest
GradeAllA (206)B (3)C (194)D (105)F (234)Provisional
CategoryAll categoriesOther (202)Web & Search (136)AI & Agents (127)Cloud & Infra (65)Productivity (42)Dev & Code (34)Data & Databases (28)Finance & Crypto (26)Communication (21)Media & Design (19)Commerce (17)Science & Health (13)Security (12)

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

#ServerGradeScoreLatencyToolsAuthProbed
1 ai.borealhost/mcp
BorealHost
Dev & Code
A 100
87ms 95 open 07-12 14:19
2 ai.dataecho/mcp
Dev & Code
A 100
384ms 26 open 07-12 14:19
3 ai.exa/exa
Dev & Code
A 100
103ms 2 open 07-12 14:20
4 app.clicon/lotus
Lotus β€” AI Citation Intelligence
Dev & Code
A 100
299ms 5 open 07-12 18:48
5 ai.bringyour/bringyour
Bring Your AI
Dev & Code
A 97
146ms 7 open 07-12 14:19
6 ai.example4/xmp4
xmp4 β€” Semantic code knowledge for your stack
Dev & Code
A 97
502ms 16 open 07-12 14:20
7 ai.quantifyme/quantifyme
Dev & Code
A 94
621ms 11 open 07-12 15:31

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.