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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)

17 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
5 ai.ambix/ambix
Ambix
Commerce
C prov. 66
386ms β€” auth-wellbehaved 07-12 14:18
6 ai.meetsquad/squad
Squad
Commerce
C prov. 66
339ms β€” auth-wellbehaved 07-12 15:01
7 ai.kive/mcp
Kive
Commerce
C prov. 62
301ms β€” auth-wellbehaved 07-12 14:46
8 ai.trendsmcp/ecommerce
Ecommerce Trends MCP
Commerce
C 62
383ms β€” open 07-12 18:02
9 ai.vortexiq/vortex-iq
Commerce
C prov. 62
924ms β€” auth-wellbehaved 07-12 18:16
10 ai.trendsmcp/app-store
App Store Trends MCP
Commerce
D 59
809ms β€” open 07-12 18:02
11 ai.productnow/productnow
ProductNow
Commerce
D prov. 46
982ms β€” auth-wellbehaved 07-12 15:31
12 ai.boolsai/directory
Boolsai Directory
Commerce
F 15
56ms β€” unreachable 07-12 14:18
13 ai.smithery/hjsh200219-pharminfo-mcp
Commerce
F 15
225ms β€” unreachable 07-12 17:03
14 ai.smithery/keremurat-json
Commerce
F 15
232ms β€” unreachable 07-12 17:03
15 ai.smithery/keremurat-jsonmcp
Commerce
F 15
250ms β€” unreachable 07-12 17:03
16 ai.smithery/keremurat-mcp
Commerce
F 15
225ms β€” unreachable 07-12 17:03
17 ai.smithery/feeefapp-mcp
Commerce
F 12
282ms β€” unreachable 07-12 17:03

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.