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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
772graded (rolling)
208grade A
67%reachable
385msmedian latency
SortBestWorstJust probedMost toolsFastest
GradeAllA (208)B (3)C (198)D (107)F (256)Provisional
CategoryAll categoriesOther (204)AI & Agents (149)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)

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

#ServerGradeScoreLatencyToolsAuthProbed
1 ai.compeller/compel
Compeller
Media & Design
A 100
453ms 30 open 07-12 14:19
2 ai.ludo/game-assets
Ludo AI Game Assets
Media & Design
A 100
384ms 27 open 07-12 14:46
3 ai.weftly/weftly
Weftly
Media & Design
A 100
441ms 11 open 07-12 18:33
4 ai.switchapp/switch
Media & Design
A 97
475ms 34 open 07-12 17:47
5 ai.filegraph/document-processing
Media & Design
A 93
408ms 9 open 07-12 14:20

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.