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.

16245servers indexed
7735remote endpoints
622graded (rolling)
160grade A
64%reachable
361msmedian latency
SortBestWorstJust probedMost toolsFastest
GradeAllA (160)B (2)C (156)D (81)F (223)Provisional
CategoryAll categoriesOther (181)Web & Search (114)AI & Agents (109)Cloud & Infra (55)Dev & Code (29)Productivity (26)Finance & Crypto (23)Data & Databases (21)Commerce (15)Media & Design (15)Communication (14)Science & Health (12)Security (8)

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

#ServerGradeScoreLatencyToolsAuthProbed
1 ai.agentdm/agentdm
AgentDM: Agent to Agent Communication Platform
AI & Agents
C prov. 66
203ms β€” auth-wellbehaved 07-12 14:18
2 ai.agentic-news/mcp
Agentic News
Web & Search
C prov. 66
353ms β€” auth-wellbehaved 07-12 14:18
3 ai.aient/mcp
Dev & Code
C prov. 66
257ms β€” auth-wellbehaved 07-12 14:18
4 ai.ambix/ambix
Ambix
Commerce
C prov. 66
386ms β€” auth-wellbehaved 07-12 14:18
5 ai.anomalyarmor/armor-mcp
AnomalyArmor
Other
C prov. 66
75ms β€” auth-wellbehaved 07-12 14:18
6 ai.auxen/auxen
Auxen
Other
C prov. 66
148ms β€” auth-wellbehaved 07-12 14:18
7 ai.backengine/backengine-mcp
Communication
C prov. 66
114ms β€” auth-wellbehaved 07-12 14:18
8 ai.basethread/basethread
Other
C prov. 66
319ms β€” auth-wellbehaved 07-12 14:18
9 ai.biddeed/biddeed-mcp
BidDeed MCP
Other
C prov. 66
217ms β€” auth-wellbehaved 07-12 14:18
10 ai.bittlebits/bittlebits
BittleBits GEO Assistant
Web & Search
C prov. 66
85ms β€” auth-wellbehaved 07-12 14:18
11 ai.clarid/hmda
Clarid HMDA Validator
Other
C prov. 66
195ms β€” auth-wellbehaved 07-12 14:19
12 ai.cookiy/cookiy
Cookiy
Science & Health
C prov. 66
134ms β€” auth-wellbehaved 07-12 14:19
13 ai.explorium/mcp-explorium
Other
C prov. 66
125ms β€” auth-wellbehaved 07-12 14:20
14 ai.gemus/gemus
Gemus
Media & Design
C prov. 66
110ms β€” auth-wellbehaved 07-12 14:31
15 ai.groundroute/web-search
Web & Search
C prov. 66
417ms β€” auth-wellbehaved 07-12 14:31
16 ai.i18nagent/i18n-agent
i18n-agent
AI & Agents
C prov. 66
401ms β€” auth-wellbehaved 07-12 14:31
17 ai.kolens/kolens-mcp
KOLens
Web & Search
C prov. 66
121ms β€” auth-wellbehaved 07-12 14:46
18 ai.magicinsights/insights
Magic Insights
Other
C prov. 66
354ms β€” auth-wellbehaved 07-12 14:46
19 ai.meetsquad/squad
Squad
Commerce
C prov. 66
339ms β€” auth-wellbehaved 07-12 15:01
20 ai.newzai.api/news-mcp
NewzAI MCP Server
Web & Search
C prov. 66
462ms β€” auth-wellbehaved 07-12 15:01
21 ai.newzai.api/NewzAI
NewzAI MCP Server
Web & Search
C prov. 66
425ms β€” auth-wellbehaved 07-12 15:01
22 ai.nudg3/brand-intelligence
AI & Agents
C prov. 66
348ms β€” auth-wellbehaved 07-12 15:01
23 ai.onelore/lore
OneLore
AI & Agents
C prov. 66
305ms β€” auth-wellbehaved 07-12 15:16
24 ai.parallel/task-mcp
Parallel Task MCP
Productivity
C prov. 66
48ms β€” auth-wellbehaved 07-12 15:16
25 ai.raisonn/connect
Other
C prov. 66
306ms β€” auth-wellbehaved 07-12 15:31
26 ai.redditgrow/mcp
RedditGrow
Web & Search
C prov. 66
317ms β€” auth-wellbehaved 07-12 15:31
27 ai.scamverify/mcp
ScamVerify Threat Verification
Security
C prov. 66
314ms β€” auth-wellbehaved 07-12 15:46
28 ai.secapi/secapi
AI & Agents
C prov. 66
376ms β€” auth-wellbehaved 07-12 15:46
29 ai.sleepwalker/sleepwalker
Sleepwalker
AI & Agents
C prov. 66
251ms β€” auth-wellbehaved 07-12 15:46
30 ai.smithery/adamamer20-paper-search-mcp-openai
Web & Search
C prov. 66
192ms β€” auth-wellbehaved 07-12 16:16
31 ai.smithery/agentmail
AI & Agents
C prov. 66
269ms β€” auth-wellbehaved 07-12 16:16
32 ai.smithery/arjunkmrm-perplexity-search
Web & Search
C prov. 66
183ms β€” auth-wellbehaved 07-12 16:31
33 ai.smithery/blockscout-mcp-server
AI & Agents
C prov. 66
208ms β€” auth-wellbehaved 07-12 16:46
34 ai.smithery/brave
Web & Search
C prov. 66
179ms β€” auth-wellbehaved 07-12 16:46
35 ai.smithery/docfork-mcp
Dev & Code
C prov. 66
196ms β€” auth-wellbehaved 07-12 16:46
36 ai.smithery/hithereiamaliff-mcp-datagovmy
Cloud & Infra
C prov. 66
243ms β€” auth-wellbehaved 07-12 17:03
37 ai.smithery/hithereiamaliff-mcp-nextcloud
Cloud & Infra
C prov. 66
230ms β€” auth-wellbehaved 07-12 17:03
38 ai.smithery/infranodus-mcp-server-infranodus
Cloud & Infra
C prov. 66
252ms β€” auth-wellbehaved 07-12 17:03
39 ai.smithery/kkjdaniel-bgg-mcp
Other
C prov. 66
235ms β€” auth-wellbehaved 07-12 17:03
40 ai.smithery/kwp-lab-rss-reader-mcp
Web & Search
C prov. 66
227ms β€” auth-wellbehaved 07-12 17:16
41 ai.smithery/LinkupPlatform-linkup-mcp-server
Web & Search
C prov. 66
290ms β€” auth-wellbehaved 07-12 16:16
42 ai.smithery/Nekzus-npm-sentinel-mcp
Dev & Code
C prov. 66
240ms β€” auth-wellbehaved 07-12 16:16
43 ai.smithery/pinkpixel-dev-web-scout-mcp
Web & Search
C prov. 66
193ms β€” auth-wellbehaved 07-12 17:16
44 ai.smithery/ramadasmr-networkcalc-mcp
Cloud & Infra
C prov. 66
161ms β€” auth-wellbehaved 07-12 17:16
45 ai.smithery/ref-tools-ref-tools-mcp
Other
C prov. 66
265ms β€” auth-wellbehaved 07-12 17:32
46 ai.smithery/ScrapeGraphAI-scrapegraph-mcp
Web & Search
C prov. 66
249ms β€” auth-wellbehaved 07-12 16:16
47 ai.smithery/smithery-ai-national-weather-service
Science & Health
C prov. 66
260ms β€” auth-wellbehaved 07-12 17:32
48 ai.smithery/smithery-notion
Productivity
C prov. 66
185ms β€” auth-wellbehaved 07-12 17:32
49 ai.smithery/truss44-mcp-crypto-price
Finance & Crypto
C prov. 66
255ms β€” auth-wellbehaved 07-12 17:32
50 ai.smithery/zwldarren-akshare-one-mcp
Finance & Crypto
C prov. 66
299ms β€” auth-wellbehaved 07-12 17:47
51 ai.speko/mcp
Speko AI
AI & Agents
C prov. 66
275ms β€” auth-wellbehaved 07-12 17:47
52 ai.spritecook/generate
SpriteCook
Other
C prov. 66
210ms β€” auth-wellbehaved 07-12 17:47
53 ai.syntitan/syntitan-mcp
Other
C prov. 66
78ms β€” auth-wellbehaved 07-12 17:47
54 ai.usealloy/alloy
Other
C prov. 66
284ms β€” auth-wellbehaved 07-12 18:16
55 ai.vibe-bi/mcp-server
Vibe BI MCP
Data & Databases
C prov. 66
288ms β€” auth-wellbehaved 07-12 18:16
56 ai.waystation/airtable
Other
C prov. 66
307ms β€” auth-wellbehaved 07-12 18:16
57 ai.waystation/gmail
Communication
C prov. 66
254ms β€” auth-wellbehaved 07-12 18:16
58 ai.waystation/jira
Productivity
C prov. 66
272ms β€” auth-wellbehaved 07-12 18:16
59 ai.waystation/mcp
AI & Agents
C prov. 66
260ms β€” auth-wellbehaved 07-12 18:16
60 ai.waystation/miro
Other
C prov. 66
255ms β€” auth-wellbehaved 07-12 18:16
61 ai.waystation/monday
Other
C prov. 66
270ms β€” auth-wellbehaved 07-12 18:16
62 ai.adadvisor/mcp-server
AdAdvisor MCP Server
Cloud & Infra
C prov. 62
174ms β€” auth-wellbehaved 07-12 14:18
63 ai.adweave/meta-ads-mcp
AdWeave β€” Meta Ads MCP Server
Cloud & Infra
C prov. 62
151ms β€” auth-wellbehaved 07-12 14:18
64 ai.anzenna/anzenna
Cloud & Infra
C prov. 62
212ms β€” auth-wellbehaved 07-12 14:18
65 ai.appdeploy/deploy-app
AppDeploy
Dev & Code
C prov. 62
250ms β€” auth-wellbehaved 07-12 14:18
66 ai.arpi/arpi-mcp
ARPI MCP
Media & Design
C prov. 62
603ms β€” auth-wellbehaved 07-12 14:18
67 ai.assetlog/assetlog
AssetLog
Web & Search
C prov. 62
366ms β€” auth-wellbehaved 07-12 14:18
68 ai.axonagentic/neuroautomata
Axon NeuroAutomata
AI & Agents
C prov. 62
278ms β€” auth-wellbehaved 07-12 14:18
69 ai.bareun/bareun
Bareun β€” Korean NLP & Spell/Grammar Checking
Cloud & Infra
C prov. 62
505ms β€” auth-wellbehaved 07-12 14:18
70 ai.bluenexus/universal-mcp
BlueNexus Universal MCP
Security
C prov. 62
460ms β€” auth-wellbehaved 07-12 14:18
71 ai.bodenrichtwert/mcp
bodenrichtwert.ai β€” Amtliche Bodenrichtwerte
Security
C prov. 62
61ms β€” auth-wellbehaved 07-12 14:18
72 ai.buron/buron
Buron
Other
C prov. 62
370ms β€” auth-wellbehaved 07-12 14:19
73 ai.byteray/byteray-mcp
ByteRay AI
Security
C prov. 62
72ms β€” auth-wellbehaved 07-12 14:19
74 ai.calfeed/calfeed
Calfeed
Communication
C prov. 62
251ms β€” auth-wellbehaved 07-12 14:19
75 ai.caulo/caulo
Caulo
AI & Agents
C prov. 62
406ms β€” auth-wellbehaved 07-12 14:19
76 ai.cirra/salesforce-mcp
Cirra AI Salesforce Admin MCP Server
Productivity
C prov. 62
45ms β€” auth-wellbehaved 07-12 14:19
77 ai.cofoundagent/cofound
Cofound
AI & Agents
C prov. 62
618ms β€” auth-wellbehaved 07-12 14:19
78 ai.constellationfinance/constellation-finance-mcp
Constellation Credit
Other
C prov. 62
105ms β€” auth-wellbehaved 07-12 14:19
79 ai.conveo/conveo
Conveo
Media & Design
C prov. 62
320ms β€” auth-wellbehaved 07-12 14:19
80 ai.craneledger/crane-ledger
Crane Ledger
Finance & Crypto
C prov. 62
169ms β€” auth-wellbehaved 07-12 14:19
81 ai.d50/d50-platform
D50 AI β€” Sales, Marketing & Hiring Automation
Web & Search
C prov. 62
233ms β€” auth-wellbehaved 07-12 14:19
82 ai.dataforb2b/dataforb2b
DataForB2B
Web & Search
C prov. 62
402ms β€” auth-wellbehaved 07-12 14:19
83 ai.deepledger/mcp
DeepLedger β€” AI Accountant for QuickBooks
Other
C prov. 62
188ms β€” auth-wellbehaved 07-12 14:19
84 ai.delega/aws-pricing-calculator
delega.ai for AWS Pricing Calculator
Cloud & Infra
C prov. 62
237ms β€” auth-wellbehaved 07-12 14:19
85 ai.donethat/donethat
DoneThat
Other
C prov. 62
388ms β€” auth-wellbehaved 07-12 14:19
86 ai.dragoneye/mcp
Media & Design
C prov. 62
219ms β€” auth-wellbehaved 07-12 14:19
87 ai.eevy/mcp
Eevy
Data & Databases
C prov. 62
184ms β€” auth-wellbehaved 07-12 14:20
88 ai.ezel/ezel
Web & Search
C prov. 62
87ms β€” auth-wellbehaved 07-12 14:20
89 ai.factori/mcp
Other
C prov. 62
228ms β€” auth-wellbehaved 07-12 14:20
90 ai.fantopy/fantopy
Fantopy
Other
C prov. 62
106ms β€” auth-wellbehaved 07-12 14:20
91 ai.fathom.api/mcp
Communication
C prov. 62
142ms β€” auth-wellbehaved 07-12 14:20
92 ai.fincontext/fincontext
Data & Databases
C prov. 62
344ms β€” auth-wellbehaved 07-12 14:31
93 ai.gavelin/mcp
Gavelin
Web & Search
C prov. 62
711ms β€” auth-wellbehaved 07-12 14:31
94 ai.getthroughline/throughline
Other
C prov. 62
293ms β€” auth-wellbehaved 07-12 14:31
95 ai.good-sport/good-sport
good-sport
Data & Databases
C prov. 62
78ms β€” auth-wellbehaved 07-12 14:31
96 ai.inflowpay.app/inflow
AI & Agents
C prov. 62
832ms β€” auth-wellbehaved 07-12 14:31
97 ai.kive/mcp
Kive
Commerce
C prov. 62
301ms β€” auth-wellbehaved 07-12 14:46
98 ai.kubit/mcp-server
Kubit
Data & Databases
C prov. 62
866ms β€” auth-wellbehaved 07-12 14:46
99 ai.kumbuka/kumbuka-server
Kumbuka
Cloud & Infra
C prov. 62
831ms β€” auth-wellbehaved 07-12 14:46
100 ai.lenshub/lenshub
LensHub
AI & Agents
C prov. 62
279ms β€” auth-wellbehaved 07-12 14:46
101 ai.markettrace/agent-feed
MarketTrace agent-feed
AI & Agents
C prov. 62
596ms β€” auth-wellbehaved 07-12 14:46
102 ai.matih/mcp
Data & Databases
C prov. 62
1040ms β€” auth-wellbehaved 07-12 15:01
103 ai.obris/mcp
Obris
Other
C prov. 62
811ms β€” auth-wellbehaved 07-12 15:01
104 ai.openarx/openarx
Web & Search
C prov. 62
558ms β€” auth-wellbehaved 07-12 15:16
105 ai.openhelm/seo-growth
Web & Search
C prov. 62
293ms β€” auth-wellbehaved 07-12 15:16
106 ai.optimly/scout
Scout by Optimly
AI & Agents
C prov. 62
109ms β€” auth-wellbehaved 07-12 15:16
107 ai.outlit/outlit
Outlit
AI & Agents
C prov. 62
1047ms β€” auth-wellbehaved 07-12 15:16
108 ai.outset/mcp
Outset
Science & Health
C prov. 62
928ms β€” auth-wellbehaved 07-12 15:16
109 ai.physea/liminality
Liminality
Other
C prov. 62
835ms β€” auth-wellbehaved 07-12 15:16
110 ai.plori/plori
AI & Agents
C prov. 62
620ms β€” auth-wellbehaved 07-12 15:16
111 ai.rise2/figlime
Other
C prov. 62
325ms β€” auth-wellbehaved 07-12 15:31
112 ai.scite/mcp
Scite
Web & Search
C prov. 62
263ms β€” auth-wellbehaved 07-12 15:46
113 ai.seaotter/otterscore
AI & Agents
C prov. 62
449ms β€” auth-wellbehaved 07-12 15:46
114 ai.seltz/seltz-ai-seltz-mcp
Web & Search
C prov. 62
45ms β€” auth-wellbehaved 07-12 15:46
115 ai.sendfast/sendfast
SendFast
AI & Agents
C prov. 62
812ms β€” auth-wellbehaved 07-12 15:46
116 ai.sendinel/mcp-server
Sendinel
Data & Databases
C prov. 62
700ms β€” auth-wellbehaved 07-12 15:46
117 ai.sessionkeeper/mcp
SessionKeeper
Other
C prov. 62
375ms β€” auth-wellbehaved 07-12 15:46
118 ai.sixta/sixta-connect
Data & Databases
C prov. 62
230ms β€” auth-wellbehaved 07-12 15:46
119 ai.slideless/mcp
Slideless
Other
C prov. 62
639ms β€” auth-wellbehaved 07-12 15:46
120 ai.smithery/oxylabs-oxylabs-mcp
Other
C prov. 62
691ms β€” auth-wellbehaved 07-12 17:16
121 ai.smithery/plainyogurt21-clintrials-mcp
Other
C prov. 62
180ms β€” auth-wellbehaved 07-12 17:16
122 ai.smithery/STUzhy-py_execute_mcp
Dev & Code
C prov. 62
274ms β€” auth-wellbehaved 07-12 16:16
123 ai.solenium/netsuite-link
NetSuite Link (beta)
Other
C prov. 62
737ms β€” auth-wellbehaved 07-12 17:47
124 ai.statey/statey
Statey
Data & Databases
C prov. 62
339ms β€” auth-wellbehaved 07-12 17:47
125 ai.stompy/stompy
Stompy – AI Memory for Claude & MCP Agents
Web & Search
C prov. 62
776ms β€” auth-wellbehaved 07-12 17:47
126 ai.stumpy/agents
Stumpy
AI & Agents
C prov. 62
51ms β€” auth-wellbehaved 07-12 17:47
127 ai.syntheticbrew/syntheticbrew
Web & Search
C prov. 62
713ms β€” auth-wellbehaved 07-12 17:47
128 ai.thoughtbox.api/thoughts
Finance & Crypto
C prov. 62
772ms β€” auth-wellbehaved 07-12 18:02
129 ai.thrivee/financial-intelligence
Thrivee β€” Personal Finance Intelligence
Other
C prov. 62
93ms β€” auth-wellbehaved 07-12 18:02
130 ai.tickettailor/mcp
Other
C prov. 62
301ms β€” auth-wellbehaved 07-12 18:02
131 ai.trackradar/trackradar
TrackRadar
Media & Design
C prov. 62
256ms β€” auth-wellbehaved 07-12 18:02
132 ai.travelminds/concierge
TravelMindsAI Concierge
Other
C prov. 62
337ms β€” auth-wellbehaved 07-12 18:02
133 ai.tuteliq/mcp
Communication
C prov. 62
618ms β€” auth-wellbehaved 07-12 18:16
134 ai.upriver/upriver
Other
C prov. 62
702ms β€” auth-wellbehaved 07-12 18:16
135 ai.veecle/chiplab
Chiplab
AI & Agents
C prov. 62
1184ms β€” auth-wellbehaved 07-12 18:16
136 ai.viralspin/viralspin
ViralSpin
Media & Design
C prov. 62
298ms β€” auth-wellbehaved 07-12 18:16
137 ai.visuary/actuarial-value-calculator
Visuary Actuarial Value Calculator
Science & Health
C prov. 62
276ms β€” auth-wellbehaved 07-12 18:16
138 ai.vocci/mcp
Vocci
Web & Search
C prov. 62
347ms β€” auth-wellbehaved 07-12 18:16
139 ai.vortexiq/vortex-iq
Commerce
C prov. 62
924ms β€” auth-wellbehaved 07-12 18:16
140 ai.voxplo/voxplo
Voxplo
AI & Agents
C prov. 62
227ms β€” auth-wellbehaved 07-12 18:16
141 ai.alpic.mcp/alpic-mcp
Alpic
Dev & Code
D prov. 58
193ms β€” auth-wellbehaved 07-12 14:18
142 ai.diagramzu/mcp
DiagramZu
Other
D prov. 58
761ms β€” auth-wellbehaved 07-12 14:19
143 ai.getperspective/mcp
Perspective AI
Other
D prov. 58
511ms β€” auth-wellbehaved 07-12 14:31
144 ac.inference.sh/mcp
inference.sh
Web & Search
D prov. 57
564ms β€” auth-wellbehaved 07-12 14:18
145 ai.brainattic/knowledge-base
brainattic
Other
D prov. 57
1245ms β€” auth-wellbehaved 07-12 14:19
146 ai.cobbles/cobbles
AI & Agents
D prov. 57
1699ms β€” auth-wellbehaved 07-12 14:19
147 ai.complyhat/compliance
ComplyHat
Security
D prov. 57
1120ms β€” auth-wellbehaved 07-12 14:19
148 ai.cueframe/cueframe
AI & Agents
D prov. 57
805ms β€” auth-wellbehaved 07-12 14:19
149 ai.docuwriter/docuwriter
Web & Search
D prov. 57
723ms β€” auth-wellbehaved 07-12 14:19
150 ai.enyal/enyal
ENYAL by Greenland AI
AI & Agents
D prov. 57
569ms β€” auth-wellbehaved 07-12 14:20
151 ai.findip/patent-search
FindIP
Web & Search
D prov. 57
793ms β€” auth-wellbehaved 07-12 14:31
152 ai.flowstep/mcp
Flowstep
Other
D prov. 57
1054ms β€” auth-wellbehaved 07-12 14:31
153 ai.gomarble/mcp-api
Cloud & Infra
D prov. 57
961ms β€” auth-wellbehaved 07-12 14:31
154 ai.hirey/hi
AI & Agents
D prov. 57
876ms β€” auth-wellbehaved 07-12 14:31
155 ai.hostingbrain/intelligence
Cloud & Infra
D prov. 57
631ms β€” auth-wellbehaved 07-12 14:31
156 ai.insideralpha/insider-alpha
InsiderAlpha β€” SEC Insider Trading
Finance & Crypto
D prov. 57
584ms β€” auth-wellbehaved 07-12 14:31
157 ai.inventoryhero/inventory-hero
Inventory Hero
Data & Databases
D prov. 57
947ms β€” auth-wellbehaved 07-12 14:31
158 ai.korey/mcp
Korey
AI & Agents
D prov. 57
1000ms β€” auth-wellbehaved 07-12 14:46
159 ai.krtr/krtr
AI & Agents
D prov. 57
549ms β€” auth-wellbehaved 07-12 14:46
160 ai.openhelm/dev-changes
Other
D prov. 57
1085ms β€” auth-wellbehaved 07-12 15:16
161 ai.openhelm/email-outreach
Communication
D prov. 57
820ms β€” auth-wellbehaved 07-12 15:16
162 ai.openhelm/monitoring
Other
D prov. 57
508ms β€” auth-wellbehaved 07-12 15:16
163 ai.openhelm/openhelm
Web & Search
D prov. 57
512ms β€” auth-wellbehaved 07-12 15:16
164 ai.orggen/orggen
OrgGen AI
Other
D prov. 57
1666ms β€” auth-wellbehaved 07-12 15:16
165 ai.parceled/mcp
AI & Agents
D prov. 57
775ms β€” auth-wellbehaved 07-12 15:16
166 ai.primeta/primeta
Primeta
Communication
D prov. 57
773ms β€” auth-wellbehaved 07-12 15:31
167 ai.publishwith/mcp
publishwith.ai
Other
D prov. 57
726ms β€” auth-wellbehaved 07-12 15:31
168 ai.qr-manager/qr-manager
QR Manager
Data & Databases
D prov. 57
766ms β€” auth-wellbehaved 07-12 15:31
169 ai.relaystation/relaystation
Relaystation
AI & Agents
D prov. 57
881ms β€” auth-wellbehaved 07-12 15:31
170 ai.rfp/rfp-ai
RFP.ai
Security
D prov. 57
1191ms β€” auth-wellbehaved 07-12 15:31
171 ai.roic/roic
ROIC.AI Financial Data
Other
D prov. 57
745ms β€” auth-wellbehaved 07-12 15:31
172 ai.saltybytes/recipes
SaltyBytes
Other
D prov. 57
1041ms β€” auth-wellbehaved 07-12 15:46
173 ai.sentisense/market-intelligence
SentiSense
Finance & Crypto
D prov. 57
1063ms β€” auth-wellbehaved 07-12 15:46
174 ai.sig.foodlog/food-logger
Food Logger MCP
Media & Design
D prov. 57
1552ms β€” auth-wellbehaved 07-12 15:46
175 ai.simsense/mcp
SimSense
Dev & Code
D prov. 57
1056ms β€” auth-wellbehaved 07-12 15:46
176 ai.tinyfish.agent/web-agent
TinyFish AI Web Agent
Web & Search
D prov. 57
678ms β€” auth-wellbehaved 07-12 18:02
177 ai.trycanonical/company-search
Canonical Company Search
Web & Search
D prov. 57
745ms β€” auth-wellbehaved 07-12 18:16
178 ai.verant/verant
Verant
Web & Search
D prov. 57
505ms β€” auth-wellbehaved 07-12 18:16
179 ai.marketcore/mcp
Marcora
Other
D prov. 55
289ms β€” auth-wellbehaved 07-12 14:46
180 agency.lona/trading
Finance & Crypto
D prov. 54
315ms β€” auth-bare 07-12 14:18
181 ai.calendarmcp/server
CalendarMCP
AI & Agents
D prov. 54
82ms β€” auth-bare 07-12 14:19
182 ai.klavis/strata
Cloud & Infra
D prov. 54
275ms β€” auth-bare 07-12 14:46
183 ai.mailjunky/mcp
MailJunky
Other
D prov. 54
406ms β€” auth-bare 07-12 14:46
184 ai.parallel/search-mcp
Parallel Search MCP
Web & Search
D prov. 54
156ms β€” auth-bare 07-12 15:16
185 ai.responsibleailabs/rail-score
AI & Agents
D prov. 54
313ms β€” auth-bare 07-12 15:31
186 ai.taskforcehq/taskforce
Taskforce
AI & Agents
D prov. 54
385ms β€” auth-bare 07-12 17:47
187 ai.hivewiki/hivewiki
hiveWiki
AI & Agents
D prov. 52
2702ms β€” auth-wellbehaved 07-12 14:31
188 ai.mino/web-agent
TinyFish AI Web Agent
Web & Search
D prov. 52
1637ms β€” auth-wellbehaved 07-12 15:01
189 ai.multinex/memq
Multinex MemQ
AI & Agents
D prov. 52
2043ms β€” auth-wellbehaved 07-12 15:01
190 ai.openhelm/deep-research
Science & Health
D prov. 52
1645ms β€” auth-wellbehaved 07-12 15:16
191 ai.superfact/superfact
AI & Agents
D prov. 52
2044ms β€” auth-wellbehaved 07-12 17:47
192 ai.1325/mcp
1325.AI
Web & Search
D prov. 51
1087ms β€” auth-wellbehaved 07-12 14:18
193 ai.modelrunner/mcp
ModelRunner
Media & Design
D prov. 51
668ms β€” auth-wellbehaved 07-12 15:01
194 ai.adramp/google-ads
Cloud & Infra
D prov. 49
189ms β€” auth-bare 07-12 14:18
195 ai.aisecuritygateway/mcp-gateway
AI Security Gateway β€” MCP Gateway
Security
D prov. 49
174ms β€” auth-bare 07-12 14:18
196 ai.bunzee/bunzee
Bunzee
AI & Agents
D prov. 49
363ms β€” auth-bare 07-12 14:19
197 ai.butlerbrain/mcp
Other
D prov. 49
350ms β€” auth-bare 07-12 14:19
198 ai.canvora/canvora
Other
D prov. 49
196ms β€” auth-bare 07-12 14:19
199 ai.deinai/creator-skill
Creator SKILL β€” Influencer Discovery
Web & Search
D prov. 49
1100ms β€” auth-bare 07-12 14:19
200 ai.deinai/creator-skill-v2
Creator SKILL v2 β€” Influencer Discovery
Web & Search
D prov. 49
1039ms β€” auth-bare 07-12 14:19
201 ai.dimetrics/dimetrics
Other
D prov. 49
467ms β€” auth-bare 07-12 14:19
202 ai.filtrix.mcp/filtrix-ai
Filtrix AI MCP
AI & Agents
D prov. 49
289ms β€” auth-bare 07-12 14:20
203 ai.moxt/mcp-workspace
Moxt Workspace
Web & Search
D prov. 49
345ms β€” auth-bare 07-12 15:01
204 ai.multi-turn/enacta
AI & Agents
D prov. 49
390ms β€” auth-bare 07-12 15:01
205 ai.pullpush/pullpush-mcp
Other
D prov. 49
999ms β€” auth-bare 07-12 15:31
206 ai.radiusos.www/crm
RadiusOS CRM
Communication
D prov. 49
1230ms β€” auth-bare 07-12 15:31
207 ai.threadminder/threadminder
Threadminder
Productivity
D prov. 49
504ms β€” auth-bare 07-12 18:02
208 ai.walterwrites/mcp-server
Walter Writes
Cloud & Infra
D prov. 49
978ms β€” auth-bare 07-12 18:16
209 ai.gossiper/shopify-admin-mcp
Gossiper Shopify Admin MCP Server
AI & Agents
D prov. 46
585ms β€” auth-wellbehaved 07-12 14:31
210 ai.productnow/productnow
ProductNow
Commerce
D prov. 46
982ms β€” auth-wellbehaved 07-12 15:31
211 ai.augmentev/paseo
Other
D prov. 45
526ms β€” auth-bare 07-12 14:18
212 ai.clawterminal/markets
ClawTerminal
Other
D prov. 45
785ms β€” auth-bare 07-12 14:19
213 ai.edusignal/districts
Other
D prov. 45
914ms β€” auth-bare 07-12 14:20
214 ai.paperlantern/code
Paper Lantern
Dev & Code
D prov. 45
1605ms β€” auth-bare 07-12 15:16
215 ai.rallyprop/gov-funding
RallyProp SBIR Opportunities
Other
D prov. 45
793ms β€” auth-bare 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.