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MCP QUEEN

The Graded Registry

Every remote server in the official MCP registry, probed live and graded with receipts — 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)

48 matches. Categories are keyword-derived from registry metadata — imperfect by design, deterministic by principle.

#ServerGradeScoreLatencyToolsAuthProbed
1 ai.blast-radius/blast-radius
Other
 A 100
 158ms 7 open 07-12 14:18
2 ai.boolsai/scan
Boolsai Scan
Other
 A 100
 27ms 2 open 07-12 14:18
3 ai.canaryusers/canaryusers
Other
 A 100
 116ms 3 open 07-12 14:19
4 ai.dreamlit/mcp
Dreamlit
Other
 A 100
 121ms 11 open 07-12 14:20
5 ai.forkmate/forkmate
ForkMate
Other
 A 100
 194ms 12 open 07-12 14:31
6 ai.gondola/gondola
Other
 A 100
 229ms 32 open 07-12 14:31
7 ai.nullary/nullary
Other
 A 100
 491ms 35 open 07-12 15:01
8 ai.retrodiffusion/pixel-art
Retro Diffusion Pixel Art
Other
 A 100
 339ms 17 open 07-12 15:31
9 ai.tunnelmind/data
TunnelMind Data API
Other
 A 100
 53ms 78 open 07-12 18:16
10 ai.tunnelmind/scry
Scry
Other
 A 100
 498ms 12 open 07-12 18:16
11 ai.tunnelmind/sigil
Sigil
Other
 A 100
 78ms 12 open 07-12 18:16
12 app.decibelshield/decibel-shield
Other
 A 100
 404ms 10 open 07-12 18:48
13 app.flaim/mcp
Flaim Fantasy
Other
 A 100
 180ms 10 open 07-12 18:48
14 ag.hood/name-service
hood. — .hood name service
Other
 A 97
 365ms 5 open 07-12 14:18
15 ai.agenticshelf/graffeo
Graffeo Coffee Roasting
Other
 A 97
 425ms 7 open 07-12 14:18
16 ai.alphacreek/alphacreek-mcp
AlphaCreek SEC Filings MCP
Other
 A 97
 440ms 4 open 07-12 14:18
17 ai.artidrop/artidrop
Other
 A 97
 305ms 4 open 07-12 14:18
18 ai.atdev/supershopping
Other
 A 97
 695ms 8 open 07-12 14:18
19 ai.auteng/mcp
AutEng MCP - Markdown Publishing & Document Share Links
Other
 A 97
 247ms 7 open 07-12 14:18
20 ai.childadhd/library
Other
 A 97
 131ms 6 open 07-12 14:19
21 ai.childanxiety/library
Other
 A 97
 139ms 6 open 07-12 14:19
22 ai.childpsychiatry/library
Other
 A 97
 113ms 6 open 07-12 14:19
23 ai.dsght/public
Other
 A 97
 856ms 10 open 07-12 14:20
24 ai.duvera/gateway
Other
 A 97
 79ms 52 open 07-12 14:20
25 ai.fugentic/service-provider-index
Other
 A 97
 78ms 3 open 07-12 14:31
26 ai.gigaverse/gigaverse
Other
 A 97
 406ms 5 open 07-12 14:31
27 ai.mrmarket/mrmarket-mcp
mrmarket.ai
Other
 A 97
 897ms 9 open 07-12 15:01
28 ai.nefesh/human-state
Nefesh — Real-Time Human State Awareness for AI
Other
 A 97
 589ms 6 open 07-12 15:01
29 ai.rxmanager/mcp
Other
 A 97
 62ms 8 open 07-12 15:46
30 ai.snowsure/snow
SnowSure — Snow & Ski
Other
 A 97
 611ms 40 open 07-12 17:47
31 ai.teenadhd/library
Other
 A 97
 289ms 6 open 07-12 17:47
32 ai.teenanxiety/library
Other
 A 97
 279ms 6 open 07-12 17:47
33 ai.teentherapy/library
Other
 A 97
 275ms 6 open 07-12 17:47
34 app.cooperpetcare.www/cooper
Other
 A 97
 616ms 12 open 07-12 18:48
35 app.marketgenius/mcp
Marketgenius
Other
 A 97
 317ms 17 open 07-12 19:03
36 app.nausika/mcp
Nausika
Other
 A 97
 544ms 19 open 07-12 19:03
37 app.neurorank/mcp
NeuroRank
Other
 A 97
 387ms 3 open 07-12 19:03
38 app.promptfax/promptfax
PromptFax
Other
 A 97
 255ms 8 open 07-12 19:18
39 ai.datamerge/mcp
DataMerge MCP
Other
 A 94
 618ms 23 open 07-12 14:19
40 ai.v-safe/vsafe-risk
Other
 A 94
 646ms 2 open 07-12 18:16
41 ai.villiers/charter
Villiers Charter
Other
 A 94
 604ms 4 open 07-12 18:16
42 app.netlify.gleaming-cassata-d41682/lion-mcp
LION - Trend Intent MCP + Marketplace Visibility Audit
Other
 A 94
 1442ms 5 open 07-12 19:03
43 app.strikemission/surf-trip-planner
Other
 A 94
 942ms 5 open 07-12 19:18
44 app.triplogistics/trip-logistics-assistant
Other
 A 94
 658ms 6 open 07-12 19:31
45 ai.jeda/jeda-ai
Other
 A 91
 1550ms 5 open 07-12 14:46
46 ai.baselight/baselight
Other
 A 90
 186ms 9 open 07-12 14:18
47 ai.benroberts/b4-index
B4 Index
Other
 A 90
 114ms 5 open 07-12 14:18
48 app.cardog/mcp
Cardog
Other
 A 90
 1345ms 14 open 07-12 18:33

Methodology

Each server is probed live over streamable HTTP: reachability (25) — does initialize succeed; auth-gated servers earn partial credit only if they advertise WWW-Authenticate so clients can discover OAuth. protocol (15) — valid JSON-RPC handshake; deprecated SSE transport is penalized. tooling (35) — tools/list works, share of tools with descriptions and fully-typed input schemas, median description depth. latency (10) — initialize round-trip. provenance (15) — 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 — probes only.