πŸ‘‘

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)

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

#ServerGradeScoreLatencyToolsAuthProbed
1 ac.tandem/docs-mcp
AI & Agents
A 100
406ms 13 open 07-12 14:18
2 ai.agentberg/agentberg
AI & Agents
A 100
261ms 11 open 07-12 14:18
3 ai.agenticshelf/mcp
Agentic Shelf
AI & Agents
A 100
412ms 7 open 07-12 14:18
4 ai.agenticterminal/directory
Agentic Terminal Directory
Web & Search
A 100
70ms 6 open 07-12 14:18
5 ai.auralogs/auralogs
Auralogs
Web & Search
A 100
100ms 7 open 07-12 14:18
6 ai.autonomad/travel
AI & Agents
A 100
173ms 8 open 07-12 14:18
7 ai.aviado/health
Science & Health
A 100
257ms 8 open 07-12 14:18
8 ai.betterpost/server
BetterPost
Cloud & Infra
A 100
182ms 22 open 07-12 14:18
9 ai.blast-radius/blast-radius
Other
A 100
158ms 7 open 07-12 14:18
10 ai.boolsai/scan
Boolsai Scan
Other
A 100
27ms 2 open 07-12 14:18
11 ai.boolsai/signals
Boolsai Signals
Web & Search
A 100
41ms 12 open 07-12 14:18
12 ai.borealhost/mcp
BorealHost
Dev & Code
A 100
87ms 95 open 07-12 14:19
13 ai.bowmark/bowmark
Bowmark
Web & Search
A 100
282ms 3 open 07-12 14:19
14 ai.byteask/embedded-docs
Productivity
A 100
465ms 3 open 07-12 14:19
15 ai.canaryusers/canaryusers
Other
A 100
116ms 3 open 07-12 14:19
16 ai.chronary/mcp
Chronary
AI & Agents
A 100
346ms 47 open 07-12 14:19
17 ai.com.mcp/contabo
Contabo (VPS) MCP Server
Cloud & Infra
A 100
215ms 124 open 07-12 14:19
18 ai.com.mcp/lenny-rachitsky-podcast
Lenny Rachitsky Podcast Transcripts MCP Server
Cloud & Infra
A 100
300ms 8 open 07-12 14:19
19 ai.com.mcp/linkedin
LinkedIn MCP Server
Cloud & Infra
A 100
381ms 3 open 07-12 14:19
20 ai.com.mcp/openai-tools
OpenAI Tools MCP Server
AI & Agents
A 100
360ms 9 open 07-12 14:19
21 ai.com.mcp/petstore
Petstore MCP Server
Cloud & Infra
A 100
150ms 19 open 07-12 14:19
22 ai.com.mcp/registry
MCP Registry Server
Cloud & Infra
A 100
357ms 3 open 07-12 14:19
23 ai.com.mcp/strava
HAPI Strava MCP Server
Cloud & Infra
A 100
495ms 13 open 07-12 14:19
24 ai.compeller/compel
Compeller
Media & Design
A 100
453ms 30 open 07-12 14:19
25 ai.creationloop/creationloop
AI & Agents
A 100
143ms 4 open 07-12 14:19
26 ai.dataecho/mcp
Dev & Code
A 100
384ms 26 open 07-12 14:19
27 ai.dreamlit/mcp
Dreamlit
Other
A 100
121ms 11 open 07-12 14:20
28 ai.drillr/drillr
Drillr β€” The financial MCP for AI agents
AI & Agents
A 100
178ms 9 open 07-12 14:20
29 ai.exa/exa
Dev & Code
A 100
103ms 2 open 07-12 14:20
30 ai.forkmate/forkmate
ForkMate
Other
A 100
194ms 12 open 07-12 14:31
31 ai.gethal/mcp
gethal.ai
AI & Agents
A 100
165ms 7 open 07-12 14:31
32 ai.gondola/gondola
Other
A 100
229ms 32 open 07-12 14:31
33 ai.inxy/seo-audit
Web & Search
A 100
194ms 3 open 07-12 14:46
34 ai.ironscout/ironscout
Web & Search
A 100
328ms 5 open 07-12 14:46
35 ai.justpublish/just-publish
Just Publish
Web & Search
A 100
86ms 3 open 07-12 14:46
36 ai.keenable/web-search
Web & Search
A 100
289ms 2 open 07-12 14:46
37 ai.law.mcp/lawyer-search
Law.AI β€” Lawyer Search
Web & Search
A 100
487ms 5 open 07-12 14:46
38 ai.llmhosting/pricing
LLM Hosting Pricing
Web & Search
A 100
114ms 5 open 07-12 14:46
39 ai.ludo/game-assets
Ludo AI Game Assets
Media & Design
A 100
384ms 27 open 07-12 14:46
40 ai.marketintell/marketintell
Finance & Crypto
A 100
126ms 17 open 07-12 14:46
41 ai.nullary/nullary
Other
A 100
491ms 35 open 07-12 15:01
42 ai.painspotter/painspotter
Commerce
A 100
72ms 7 open 07-12 15:16
43 ai.pyrimid/pyrimid
Pyrimid Protocol
AI & Agents
A 100
359ms 7 open 07-12 15:31
44 ai.radmail/radmail-mcp
Web & Search
A 100
317ms 6 open 07-12 15:31
45 ai.retrodiffusion/pixel-art
Retro Diffusion Pixel Art
Other
A 100
339ms 17 open 07-12 15:31
46 ai.roopslaw/legalsearch
LegalSearch
Web & Search
A 100
386ms 5 open 07-12 15:31
47 ai.sitepulsar/mcp
Web & Search
A 100
426ms 13 open 07-12 15:46
48 ai.tensorfeed/mcp-server
TensorFeed
Cloud & Infra
A 100
295ms 33 open 07-12 17:47
49 ai.tunnelmind/data
TunnelMind Data API
Other
A 100
53ms 78 open 07-12 18:16
50 ai.tunnelmind/scry
Scry
Other
A 100
498ms 12 open 07-12 18:16
51 ai.tunnelmind/sigil
Sigil
Other
A 100
78ms 12 open 07-12 18:16
52 ai.urlcheck/urlcheck-mcp
PreClick β€” An MCP-native URL preflight scanning service for autonomous agents (formerly URLCheck).
AI & Agents
A 100
205ms 6 open 07-12 18:16
53 ai.vaaya/mcp
Vaaya
Web & Search
A 100
302ms 38 open 07-12 18:16
54 ai.weftly/weftly
Weftly
Media & Design
A 100
441ms 11 open 07-12 18:33
55 app.clicon/lotus
Lotus β€” AI Citation Intelligence
Dev & Code
A 100
299ms 5 open 07-12 18:48
56 app.cnvs/whiteboard
cnvs.app
AI & Agents
A 100
193ms 24 open 07-12 18:48
57 app.decibelshield/decibel-shield
Other
A 100
404ms 10 open 07-12 18:48
58 app.flaim/mcp
Flaim Fantasy
Other
A 100
180ms 10 open 07-12 18:48
59 app.goshipyard/shipyard
Productivity
A 100
292ms 8 open 07-12 18:48
60 app.himalayas/mcp
Himalayas Remote Jobs
Web & Search
A 100
231ms 41 open 07-12 18:48
61 app.pulltrader/seller-economics
Pulltrader Seller Economics
Finance & Crypto
A 100
74ms 7 open 07-12 19:18
62 app.saber.mcp/saber
Saber
Science & Health
A 100
358ms 84 open 07-12 19:18
63 com.healthai/clarity
Clarity by Health AI
AI & Agents
A 100
38ms 6 open 07-12 14:43
64 ai.helixar/mcp
Helixar Security
AI & Agents
A 98
291ms 2 open 07-12 14:31
65 ag.hood/name-service
hood. β€” .hood name service
Other
A 97
365ms 5 open 07-12 14:18
66 ai.aarna/atars-mcp
aTars MCP
AI & Agents
A 97
56ms 18 open 07-12 14:18
67 ai.agenticshelf/graffeo
Graffeo Coffee Roasting
Other
A 97
425ms 7 open 07-12 14:18
68 ai.agenticshelf/puroair
PuroAir
Finance & Crypto
A 97
290ms 7 open 07-12 14:18
69 ai.airshelf/catalog
AirShelf Catalog
Web & Search
A 97
420ms 6 open 07-12 14:18
70 ai.alphacreek/alphacreek-mcp
AlphaCreek SEC Filings MCP
Other
A 97
440ms 4 open 07-12 14:18
71 ai.arclan/registry
Arclan MCP Registry
Cloud & Infra
A 97
340ms 4 open 07-12 14:18
72 ai.artidrop/artidrop
Other
A 97
305ms 4 open 07-12 14:18
73 ai.atdev/supershopping
Other
A 97
695ms 8 open 07-12 14:18
74 ai.auteng/docs
AutEng MCP - Markdown Publishing & Document Share Links
Productivity
A 97
413ms 7 open 07-12 14:18
75 ai.auteng/mcp
AutEng MCP - Markdown Publishing & Document Share Links
Other
A 97
247ms 7 open 07-12 14:18
76 ai.bezal/local-commerce
Bezal β€” Local Business Intelligence for AI Agents
Web & Search
A 97
243ms 13 open 07-12 14:18
77 ai.bringyour/bringyour
Bring Your AI
Dev & Code
A 97
146ms 7 open 07-12 14:19
78 ai.childadhd/library
Other
A 97
131ms 6 open 07-12 14:19
79 ai.childanxiety/library
Other
A 97
139ms 6 open 07-12 14:19
80 ai.childpsychiatry/library
Other
A 97
113ms 6 open 07-12 14:19
81 ai.chinamarketing/intelligence
China Marketing AI Intelligence MCP
Cloud & Infra
A 97
174ms 3 open 07-12 14:19
82 ai.crestsystems/counterparty-intelligence
AI & Agents
A 97
79ms 11 open 07-12 14:19
83 ai.demanddiscovery/mcp
Demand Discovery AI
AI & Agents
A 97
345ms 10 open 07-12 14:19
84 ai.dsght/public
Other
A 97
856ms 10 open 07-12 14:20
85 ai.duvera/gateway
Other
A 97
79ms 52 open 07-12 14:20
86 ai.dynamicfeed/dynamic-feed
Science & Health
A 97
148ms 91 open 07-12 14:20
87 ai.epinu/epinu
AI & Agents
A 97
123ms 3 open 07-12 14:20
88 ai.example4/xmp4
xmp4 β€” Semantic code knowledge for your stack
Dev & Code
A 97
502ms 16 open 07-12 14:20
89 ai.flipdomain/domain-sales
FlipDomain Domain Sales
Web & Search
A 97
161ms 3 open 07-12 14:31
90 ai.foura/mcp
Web & Search
A 97
852ms 4 open 07-12 14:31
91 ai.fugentic/service-provider-index
Other
A 97
78ms 3 open 07-12 14:31
92 ai.geodesiclabs/governance-platform
AI & Agents
A 97
418ms 38 open 07-12 14:31
93 ai.gigaverse/gigaverse
Other
A 97
406ms 5 open 07-12 14:31
94 ai.hermitsh/texts
Web & Search
A 97
313ms 19 open 07-12 14:31
95 ai.joinmultiplayer/gpu
AI & Agents
A 97
711ms 3 open 07-12 14:46
96 ai.kifly/mcp
Kifly β€” Agentic Commerce & Payments
AI & Agents
A 97
368ms 20 open 07-12 14:46
97 ai.licensy/mcp-server
Licensy
Cloud & Infra
A 97
757ms 9 open 07-12 14:46
98 ai.masnavi/masnavi
Web & Search
A 97
606ms 13 open 07-12 14:46
99 ai.maxcv/resume
maxcv β€” CV tailoring
AI & Agents
A 97
383ms 2 open 07-12 15:01
100 ai.mcpanalytics/analytics
Data & Databases
A 97
709ms 13 open 07-12 15:01
101 ai.meetlark/mcp-server
AI & Agents
A 97
339ms 6 open 07-12 15:01
102 ai.memestack/mcp
MemeStack
Web & Search
A 97
140ms 19 open 07-12 15:01
103 ai.mrmarket/mrmarket-mcp
mrmarket.ai
Other
A 97
897ms 9 open 07-12 15:01
104 ai.namewhisper/ens-tools
Name Whisper β€” ENS Intelligence Layer
Web & Search
A 97
337ms 43 open 07-12 15:01
105 ai.nefesh/human-state
Nefesh β€” Real-Time Human State Awareness for AI
Other
A 97
589ms 6 open 07-12 15:01
106 ai.ninar/ninar
Ninar AI
AI & Agents
A 97
856ms 5 open 07-12 15:01
107 ai.nothumansearch/search
Not Human Search
Web & Search
A 97
272ms 11 open 07-12 15:01
108 ai.odei/connect
AI & Agents
A 97
1087ms 5 open 07-12 15:01
109 ai.palmyr/palmyr
Palmyr
AI & Agents
A 97
633ms 18 open 07-12 15:16
110 ai.pictomancer/image-processing
AI & Agents
A 97
637ms 7 open 07-12 15:16
111 ai.pimea/pimea
Pimea
AI & Agents
A 97
361ms 3 open 07-12 15:16
112 ai.pocketdrives/pocket-drives
Pocket Drives
Web & Search
A 97
322ms 9 open 07-12 15:16
113 ai.preclick/preclick-mcp
PreClick β€” An MCP-native URL preflight scanning service for autonomous agents.
AI & Agents
A 97
904ms 6 open 07-12 15:16
114 ai.presentations/presentations-ai
Cloud & Infra
A 97
752ms 5 open 07-12 15:16
115 ai.promptsharp/promptsharp
AI & Agents
A 97
151ms 3 open 07-12 15:31
116 ai.rfix/mcp
RFix
AI & Agents
A 97
271ms 3 open 07-12 15:31
117 ai.riskstate/mcp
RiskState β€” Crypto Risk Engine
Finance & Crypto
A 97
1050ms 3 open 07-12 15:31
118 ai.router/ai-gateway
370.ai β€” AI Gateway: Video (Seedance 2.0, Wan, HappyHorse), Image, Speech + 100+ Chat Models
AI & Agents
A 97
288ms 7 open 07-12 15:46
119 ai.rxmanager/mcp
Other
A 97
62ms 8 open 07-12 15:46
120 ai.satoshidata/wallet-intelligence
satoshidata β€” Bitcoin entity intelligence
AI & Agents
A 97
305ms 44 open 07-12 15:46
121 ai.serff/ca-rate-filings
Web & Search
A 97
371ms 17 open 07-12 15:46
122 ai.signal8/mcp
Signal8
AI & Agents
A 97
793ms 87 open 07-12 15:46
123 ai.snowsure/snow
SnowSure β€” Snow & Ski
Other
A 97
611ms 40 open 07-12 17:47
124 ai.specproof/specproof-mcp
SpecProof
Web & Search
A 97
793ms 11 open 07-12 17:47
125 ai.sugra/api-mcp
Sugra API
AI & Agents
A 97
719ms 11 open 07-12 17:47
126 ai.switchapp/switch
Media & Design
A 97
475ms 34 open 07-12 17:47
127 ai.teenadhd/library
Other
A 97
289ms 6 open 07-12 17:47
128 ai.teenanxiety/library
Other
A 97
279ms 6 open 07-12 17:47
129 ai.teenpsychiatry/library
Science & Health
A 97
287ms 6 open 07-12 17:47
130 ai.teentherapy/library
Other
A 97
275ms 6 open 07-12 17:47
131 ai.thinkneo/control-plane
ThinkNEO Control Plane
Security
A 97
772ms 68 open 07-12 17:47
132 ai.thiri/chord-intelligence
THIRI Chord Intelligence
AI & Agents
A 97
335ms 4 open 07-12 18:02
133 ai.tooldirectory/catalog
Web & Search
A 97
308ms 6 open 07-12 18:02
134 ai.trydock/dock
Dock
AI & Agents
A 97
681ms 64 open 07-12 18:16
135 ai.unulu/unulu
unulu
Web & Search
A 97
1176ms 4 open 07-12 18:16
136 ai.upgradeagent/upgrade-agent
AI & Agents
A 97
501ms 17 open 07-12 18:16
137 ai.wubble/audio
Wubble
AI & Agents
A 97
221ms 28 open 07-12 18:33
138 ai.xpoz/social-insights
Social Media Search API β€” Twitter, Instagram, Reddit, TikTok (XPOZ)
Web & Search
A 97
698ms 51 open 07-12 18:33
139 ai.xr-utilities/h-index
H-Index
Web & Search
A 97
306ms 3 open 07-12 18:33
140 ai.zairalabs/guide
Zaira Labs Guide
AI & Agents
A 97
256ms 5 open 07-12 18:33
141 app.cannonstudio/cannon-studio
Cannon Studio
Productivity
A 97
458ms 15 open 07-12 18:33
142 app.cleanor/cleanor
Cleanor
AI & Agents
A 97
1113ms 22 open 07-12 18:48
143 app.cooperpetcare.www/cooper
Other
A 97
616ms 12 open 07-12 18:48
144 app.dealermax/public-search
DealerMax
Web & Search
A 97
210ms 7 open 07-12 18:48
145 app.docwand/pdf
DocWand
Web & Search
A 97
65ms 4 open 07-12 18:48
146 app.eurocomply/compliance
EuroComply β€” EU Regulatory Compliance
Security
A 97
262ms 4 open 07-12 18:48
147 app.evlek/mcp-server
Evlek β€” Northern Cyprus Property MCP Server
Finance & Crypto
A 97
782ms 16 open 07-12 18:48
148 app.fluentive/mcp
Fluentive MCP
Productivity
A 97
823ms 15 open 07-12 18:48
149 app.ganty/mcp-server
Ganty MCP
Cloud & Infra
A 97
537ms 15 open 07-12 18:48
150 app.humantaste/taste-mcp
Taste
AI & Agents
A 97
775ms 20 open 07-12 18:48
151 app.ip/ipinfo
IP Address API
AI & Agents
A 97
59ms 8 open 07-12 19:03
152 app.marketgenius/mcp
Marketgenius
Other
A 97
317ms 17 open 07-12 19:03
153 app.nausika/mcp
Nausika
Other
A 97
544ms 19 open 07-12 19:03
154 app.neurorank/mcp
NeuroRank
Other
A 97
387ms 3 open 07-12 19:03
155 app.octotrip/flights
OctoTrip Flights
Web & Search
A 97
1349ms 1 open 07-12 19:03
156 app.octotrip/rental-cars
OctoTrip Rental Cars
Web & Search
A 97
1045ms 1 open 07-12 19:03
157 app.promptfax/promptfax
PromptFax
Other
A 97
255ms 8 open 07-12 19:18
158 app.recao/recao-mcp
Recao
Commerce
A 97
676ms 10 open 07-12 19:18
159 app.replit.austere-unsteady-pdf/free-agent-economy-lab
Free Agent Economy Lab
AI & Agents
A 97
336ms 3 open 07-12 19:18
160 app.robohub/robohub
RoboHub Robot Catalog
Web & Search
A 97
454ms 5 open 07-12 19:18
161 app.seatcanvas/seatcanvas
Cloud & Infra
A 97
324ms 3 open 07-12 19:18
162 app.sorsa/sorsa
Sorsa
Commerce
A 97
210ms 37 open 07-12 19:18
163 com.healthai/radar
Health AI β€” RIGOR Precedent & 483 Risk Radar
AI & Agents
A 97
1377ms 12 open 07-12 14:20
164 ai.proxygate/mcp
Proxygate
AI & Agents
A 96
538ms 7 open 07-12 15:31
165 ai.datamerge/mcp
DataMerge MCP
Other
A 94
618ms 23 open 07-12 14:19
166 ai.intuitek.the-stall/the-stall
The Stall
Finance & Crypto
A 94
766ms 299 open 07-12 14:31
167 ai.kontato/kontato
AI & Agents
A 94
937ms 9 open 07-12 14:46
168 ai.llmse/mcp
Web & Search
A 94
795ms 10 open 07-12 14:46
169 ai.myriade/myriade
Data & Databases
A 94
1033ms 11 open 07-12 15:01
170 ai.offerhopper.mcp/shopping-optimizer
offerhopper.ai Grocery and Drug Store Shopping Assistant
Commerce
A 94
597ms 1 open 07-12 15:16
171 ai.ohmyfin/banking-intelligence
AI & Agents
A 94
688ms 35 open 07-12 15:16
172 ai.openmandate/mcp
OpenMandate
Cloud & Infra
A 94
898ms 15 open 07-12 15:16
173 ai.quantifyme/quantifyme
Dev & Code
A 94
621ms 11 open 07-12 15:31
174 ai.reka/mcp
Reka
Web & Search
A 94
765ms 17 open 07-12 15:31
175 ai.roc/mcp
AI & Agents
A 94
1233ms 7 open 07-12 15:31
176 ai.rockmoon/financial-data
Rockmoon Financial Data
Cloud & Infra
A 94
816ms 18 open 07-12 15:31
177 ai.rootdata/public-directory
Root Data Public Directory
Data & Databases
A 94
961ms 8 open 07-12 15:46
178 ai.sharebench/registry
Sharebench
Web & Search
A 94
702ms 2 open 07-12 15:46
179 ai.snowdata/live-snow
SnowData β€” Live Snow
Web & Search
A 94
668ms 40 open 07-12 17:47
180 ai.spala/public-mcp
Spala Public MCP
Productivity
A 94
618ms 11 open 07-12 17:47
181 ai.tachyo/tachyo
Finance & Crypto
A 94
596ms 24 open 07-12 17:47
182 ai.tessen/grader
Finance & Crypto
A 94
1123ms 6 open 07-12 17:47
183 ai.tokenarcade/tokenarcade
AI & Agents
A 94
581ms 16 open 07-12 18:02
184 ai.v-safe/vsafe-risk
Other
A 94
646ms 2 open 07-12 18:16
185 ai.villiers/charter
Villiers Charter
Other
A 94
604ms 4 open 07-12 18:16
186 ai.webmatik/audit
Web & Search
A 94
1034ms 2 open 07-12 18:33
187 app.blip-board/blipboard
AI & Agents
A 94
777ms 5 open 07-12 18:33
188 app.fryd/mcp-server
Fryd - Your Garden Companion
Web & Search
A 94
722ms 5 open 07-12 18:48
189 app.listentosadhu/corpus
Listen to Sadhu
Web & Search
A 94
653ms 21 open 07-12 19:03
190 app.netlify.gleaming-cassata-d41682/lion-mcp
LION - Trend Intent MCP + Marketplace Visibility Audit
Other
A 94
1442ms 5 open 07-12 19:03
191 app.strikemission/surf-trip-planner
Other
A 94
942ms 5 open 07-12 19:18
192 app.subdomain/subdomains
Subdomain API
Cloud & Infra
A 94
833ms 2 open 07-12 19:18
193 app.surewhynot.quartermaster/quartermaster
AI & Agents
A 94
558ms 38 open 07-12 19:18
194 ai.bankee/inferventis-mcp
Inferventis MCP Server
AI & Agents
A 93
133ms 20 open 07-12 14:18
195 ai.filegraph/document-processing
Media & Design
A 93
408ms 9 open 07-12 14:20
196 ai.readypermit/geo
Buildabilityβ„’ β€” Property Zoning & Buildabilityβ„’ Intelligence
Science & Health
A 93
445ms 8 open 07-12 15:31
197 app.forgeengine/forge
Forge Engine
AI & Agents
A 93
342ms 49 open 07-12 18:48
198 app.onehaus/haus
Communication
A 92
705ms 68 open 07-12 19:03
199 ai.jeda/jeda-ai
Other
A 91
1550ms 5 open 07-12 14:46
200 ai.agentrapay/agentra
AI & Agents
A 90
125ms 6 open 07-12 14:18
201 ai.baselight/baselight
Other
A 90
186ms 9 open 07-12 14:18
202 ai.benroberts/b4-index
B4 Index
Other
A 90
114ms 5 open 07-12 14:18
203 ai.nexez/commerce
Nexez Agentic Commerce
Web & Search
A 90
951ms 5 open 07-12 15:01
204 ai.plith/plith
AI & Agents
A 90
7100ms 15 open 07-12 15:16
205 ai.searchshop.www/la-luer
La Luer β€” AI Skincare Commerce
Web & Search
A 90
514ms 14 open 07-12 15:46
206 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) 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.