👑

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.

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)

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

#ServerGradeScoreLatencyToolsAuthProbed
1 ai.biel/biel-ai
Biel.ai
Productivity
 F 15
 70ms — unreachable 07-12 14:18
2 ai.boolsai/directory
Boolsai Directory
Commerce
 F 15
 56ms — unreachable 07-12 14:18
3 ai.boolsai/grep
Boolsai Grep
Other
 F 15
 54ms — unreachable 07-12 14:18
4 ai.clarid/compliance
Clarid Compliance
Finance & Crypto
 F 15
 28ms — unreachable 07-12 14:19
5 ai.com.mcp/skills-search
Agent Skills Search Server
Web & Search
 F 15
 122ms — unreachable 07-12 14:19
6 ai.cosmonote/notes
Cosmonote
Productivity
 F 15
 302ms — unreachable 07-12 14:19
7 ai.djwizard/tvwizard
TVWizard
Other
 F 15
 — — unreachable 07-12 14:19
8 ai.fiber/mcp
Fiber AI
Web & Search
 F 15
 241ms — unreachable 07-12 14:20
9 ai.lattiq/x402-trading-signals
Lattiq x402 Trading Signals
Finance & Crypto
 F 15
 801ms — unreachable 07-12 14:46
10 ai.limitguard.api/trust-intelligence
LimitGuard Trust Intelligence
AI & Agents
 F 15
 911ms — unreachable 07-12 14:46
11 ai.lucasandersen/mlp-tax
MLP Tax Computation Engine
Other
 F 15
 359ms — unreachable 07-12 14:46
12 ai.packmind/mcp-server
Cloud & Infra
 F 15
 810ms — unreachable 07-12 15:16
13 ai.pubfi/pubfi-mcp
PubFi MCP
Finance & Crypto
 F 15
 708ms — unreachable 07-12 15:31
14 ai.radixia/blog
Web & Search
 F 15
 900ms — unreachable 07-12 15:31
15 ai.smithery/222wcnm-bilistalkermcp
Other
 F 15
 276ms — unreachable 07-12 15:46
16 ai.smithery/a-ariff-canvas-instant-mcp
Other
 F 15
 261ms — unreachable 07-12 16:16
17 ai.smithery/aamangeldi-dad-jokes-mcp
Web & Search
 F 15
 244ms — unreachable 07-12 16:16
18 ai.smithery/afgong-sqlite-mcp-server
Data & Databases
 F 15
 269ms — unreachable 07-12 16:16
19 ai.smithery/aicastle-school-openai-api-agent-project
AI & Agents
 F 15
 240ms — unreachable 07-12 16:16
20 ai.smithery/aicastle-school-openai-api-agent-project11
AI & Agents
 F 15
 257ms — unreachable 07-12 16:16
21 ai.smithery/airmang-hwpx-mcp
Other
 F 15
 234ms — unreachable 07-12 16:16
22 ai.smithery/akilat-spec-leave-manager-mcp
Other
 F 15
 228ms — unreachable 07-12 16:16
23 ai.smithery/alex-llm-attack-mcp-server
AI & Agents
 F 15
 248ms — unreachable 07-12 16:16
24 ai.smithery/alphago2580-naramarketmcp
Finance & Crypto
 F 15
 255ms — unreachable 07-12 16:16
25 ai.smithery/Aman-Amith-Shastry-scientific_computation_mcp
Productivity
 F 15
 595ms — unreachable 07-12 16:01
26 ai.smithery/anirbanbasu-frankfurtermcp
Cloud & Infra
 F 15
 235ms — unreachable 07-12 16:16
27 ai.smithery/anirbanbasu-pymcp
Cloud & Infra
 F 15
 301ms — unreachable 07-12 16:31
28 ai.smithery/arjunkmrm-ahoy
Communication
 F 15
 300ms — unreachable 07-12 16:31
29 ai.smithery/arjunkmrm-ahoy2
Other
 F 15
 332ms — unreachable 07-12 16:31
30 ai.smithery/arjunkmrm-brave-search-mcp-server
Web & Search
 F 15
 237ms — unreachable 07-12 16:31
31 ai.smithery/arjunkmrm-clock
Web & Search
 F 15
 230ms — unreachable 07-12 16:31
32 ai.smithery/arjunkmrm-fetch
Web & Search
 F 15
 230ms — unreachable 07-12 16:31
33 ai.smithery/arjunkmrm-local001
Web & Search
 F 15
 240ms — unreachable 07-12 16:31
34 ai.smithery/arjunkmrm-local02
Other
 F 15
 245ms — unreachable 07-12 16:31
35 ai.smithery/arjunkmrm-lta-mcp
Other
 F 15
 230ms — unreachable 07-12 16:31
36 ai.smithery/arjunkmrm-mango-sago
Other
 F 15
 238ms — unreachable 07-12 16:31
37 ai.smithery/arjunkmrm-py-test-2
Other
 F 15
 225ms — unreachable 07-12 16:31
38 ai.smithery/arjunkmrm-scrapermcp_el
Web & Search
 F 15
 233ms — unreachable 07-12 16:31
39 ai.smithery/arjunkmrm-sg-bus-test
Dev & Code
 F 15
 227ms — unreachable 07-12 16:31
40 ai.smithery/arjunkmrm-test0
Other
 F 15
 231ms — unreachable 07-12 16:31
41 ai.smithery/arjunkmrm-test01
Other
 F 15
 235ms — unreachable 07-12 16:31
42 ai.smithery/arjunkmrm-time
Other
 F 15
 238ms — unreachable 07-12 16:31
43 ai.smithery/arjunkmrm-tutorials
Finance & Crypto
 F 15
 244ms — unreachable 07-12 16:31
44 ai.smithery/arjunkmrm-watch2
Web & Search
 F 15
 231ms — unreachable 07-12 16:31
45 ai.smithery/Artin0123-gemini-image-mcp-server
AI & Agents
 F 15
 582ms — unreachable 07-12 16:01
46 ai.smithery/aryankeluskar-poke-video-mcp
Web & Search
 F 15
 248ms — unreachable 07-12 16:31
47 ai.smithery/BadRooBot-my_test_mcp
AI & Agents
 F 15
 289ms — unreachable 07-12 16:01
48 ai.smithery/BadRooBot-test_m
Web & Search
 F 15
 287ms — unreachable 07-12 16:01
49 ai.smithery/bergeramit-bergeramit-hw3-tech
Productivity
 F 15
 241ms — unreachable 07-12 16:31
50 ai.smithery/bergeramit-bergeramit-hw3-tech-1
Other
 F 15
 238ms — unreachable 07-12 16:31
51 ai.smithery/bhushangitfull-file-mcp-smith
Other
 F 15
 256ms — unreachable 07-12 16:46
52 ai.smithery/bielacki-igdb-mcp-server
Data & Databases
 F 15
 268ms — unreachable 07-12 16:46
53 ai.smithery/BigVik193-reddit-ads-mcp
Other
 F 15
 305ms — unreachable 07-12 16:01
54 ai.smithery/BigVik193-reddit-ads-mcp-api
Other
 F 15
 255ms — unreachable 07-12 16:01
55 ai.smithery/BigVik193-reddit-ads-mcp-test
Web & Search
 F 15
 249ms — unreachable 07-12 16:01
56 ai.smithery/BigVik193-reddit-user-mcp
Web & Search
 F 15
 231ms — unreachable 07-12 16:01
57 ai.smithery/blacklotusdev8-test_m
Web & Search
 F 15
 266ms — unreachable 07-12 16:46
58 ai.smithery/blbl147-xhs-mcp
Other
 F 15
 276ms — unreachable 07-12 16:46
59 ai.smithery/BowenXU0126-aistudio_hw3
Other
 F 15
 247ms — unreachable 07-12 16:01
60 ai.smithery/browserbasehq-mcp-browserbase
Web & Search
 F 15
 230ms — unreachable 07-12 16:46
61 ai.smithery/callmybot-cookbook-mcp-server
Cloud & Infra
 F 15
 259ms — unreachable 07-12 16:46
62 ai.smithery/callmybot-domoticz
Other
 F 15
 257ms — unreachable 07-12 16:46
63 ai.smithery/callmybot-hello-mcp-server
Cloud & Infra
 F 15
 1102ms — unreachable 07-12 16:46
64 ai.smithery/cc25a-openai-api-agent-project123123123
AI & Agents
 F 15
 248ms — unreachable 07-12 16:46
65 ai.smithery/ChiR24-unreal_mcp
Web & Search
 F 15
 233ms — unreachable 07-12 16:01
66 ai.smithery/ChiR24-unreal_mcp_server
Cloud & Infra
 F 15
 270ms — unreachable 07-12 16:01
67 ai.smithery/cindyloo-dropbox-mcp-server
Web & Search
 F 15
 245ms — unreachable 07-12 16:46
68 ai.smithery/cristianoaredes-mcp-dadosbr
Other
 F 15
 246ms — unreachable 07-12 16:46
69 ai.smithery/CryptoCultCurt-appfolio-mcp-server
Cloud & Infra
 F 15
 236ms — unreachable 07-12 16:01
70 ai.smithery/ctaylor86-mcp-video-download-server
Productivity
 F 15
 245ms — unreachable 07-12 16:46
71 ai.smithery/cuongpo-coti-mcp
Dev & Code
 F 15
 241ms — unreachable 07-12 16:46
72 ai.smithery/cuongpo-coti-mcp-1
Dev & Code
 F 15
 245ms — unreachable 07-12 16:46
73 ai.smithery/Danushkumar-V-mcp-discord
Communication
 F 15
 249ms — unreachable 07-12 16:01
74 ai.smithery/data-mindset-sts-google-forms-mcp
Other
 F 15
 246ms — unreachable 07-12 16:46
75 ai.smithery/demomagic-duckchain-mcp
Finance & Crypto
 F 15
 242ms — unreachable 07-12 16:46
76 ai.smithery/devbrother2024-typescript-mcp-server-boilerplate
Cloud & Infra
 F 15
 229ms — unreachable 07-12 16:46
77 ai.smithery/dsharipova-mcp-hw
Other
 F 15
 242ms — unreachable 07-12 16:46
78 ai.smithery/DynamicEndpoints-autogen_mcp
AI & Agents
 F 15
 232ms — unreachable 07-12 16:01
79 ai.smithery/DynamicEndpoints-m365-core-mcp
Other
 F 15
 233ms — unreachable 07-12 16:01
80 ai.smithery/DynamicEndpoints-powershell-exec-mcp-server
Cloud & Infra
 F 15
 244ms — unreachable 07-12 16:01
81 ai.smithery/eliu243-oura-mcp-server
Cloud & Infra
 F 15
 235ms — unreachable 07-12 16:46
82 ai.smithery/eliu243-oura-mcp-server-2
Cloud & Infra
 F 15
 249ms — unreachable 07-12 16:46
83 ai.smithery/eliu243-oura-mcp-server-eliu
Cloud & Infra
 F 15
 260ms — unreachable 07-12 16:46
84 ai.smithery/faithk7-gmail-mcp
Communication
 F 15
 248ms — unreachable 07-12 16:46
85 ai.smithery/FelixYifeiWang-felix-mcp-smithery
Productivity
 F 15
 276ms — unreachable 07-12 16:01
86 ai.smithery/fengyinxia-jimeng-mcp
AI & Agents
 F 15
 288ms — unreachable 07-12 17:03
87 ai.smithery/flight505-mcp_dincoder
Other
 F 15
 562ms — unreachable 07-12 17:03
88 ai.smithery/HARJAP-SINGH-3105-splitwise_mcp
Other
 F 15
 239ms — unreachable 07-12 16:01
89 ai.smithery/Hint-Services-obsidian-github-mcp
Dev & Code
 F 15
 234ms — unreachable 07-12 16:01
90 ai.smithery/hjsh200219-pharminfo-mcp
Commerce
 F 15
 225ms — unreachable 07-12 17:03
91 ai.smithery/hollaugo-financial-research-mcp-server
Finance & Crypto
 F 15
 225ms — unreachable 07-12 17:03
92 ai.smithery/hustcc-mcp-mermaid
Other
 F 15
 226ms — unreachable 07-12 17:03
93 ai.smithery/huuthangntk-claude-vision-mcp-server
Media & Design
 F 15
 254ms — unreachable 07-12 17:03
94 ai.smithery/IlyaGusev-academia_mcp
Web & Search
 F 15
 244ms — unreachable 07-12 16:01
95 ai.smithery/ImRonAI-mcp-server-browserbase
Web & Search
 F 15
 261ms — unreachable 07-12 16:01
96 ai.smithery/isnow890-data4library-mcp
Other
 F 15
 229ms — unreachable 07-12 17:03
97 ai.smithery/jekakos-mcp-user-data-enrichment
Other
 F 15
 237ms — unreachable 07-12 17:03
98 ai.smithery/jenniferjiang0511-mit-ai-studio-hw3
Science & Health
 F 15
 232ms — unreachable 07-12 17:03
99 ai.smithery/jessicayanwang-test
Other
 F 15
 222ms — unreachable 07-12 17:03
100 ai.smithery/jirispilka-actors-mcp-server
Cloud & Infra
 F 15
 251ms — unreachable 07-12 17:03
101 ai.smithery/jjlabsio-korea-stock-mcp
Web & Search
 F 15
 239ms — unreachable 07-12 17:03
102 ai.smithery/JMoak-chrono-mcp
Other
 F 15
 248ms — unreachable 07-12 16:01
103 ai.smithery/JunoJunHyun-festival-finder-mcp
Other
 F 15
 268ms — unreachable 07-12 16:01
104 ai.smithery/keithah-hostex-mcp
Other
 F 15
 230ms — unreachable 07-12 17:03
105 ai.smithery/keithah-tessie-mcp
Other
 F 15
 247ms — unreachable 07-12 17:03
106 ai.smithery/keremurat-json
Commerce
 F 15
 232ms — unreachable 07-12 17:03
107 ai.smithery/keremurat-jsonmcp
Commerce
 F 15
 250ms — unreachable 07-12 17:03
108 ai.smithery/keremurat-mcp
Commerce
 F 15
 225ms — unreachable 07-12 17:03
109 ai.smithery/kesslerio-attio-mcp-server
Productivity
 F 15
 244ms — unreachable 07-12 17:03
110 ai.smithery/kesslerio-attio-mcp-server-beta
Web & Search
 F 15
 224ms — unreachable 07-12 17:03
111 ai.smithery/Kim-soung-won-mcp-smithery-exam
AI & Agents
 F 15
 248ms — unreachable 07-12 16:01
112 ai.smithery/kirbah-mcp-youtube
AI & Agents
 F 15
 253ms — unreachable 07-12 17:03
113 ai.smithery/kodey-ai-salesforce-mcp
Productivity
 F 15
 270ms — unreachable 07-12 17:16
114 ai.smithery/kodey-ai-salesforce-mcp-kodey
Productivity
 F 15
 250ms — unreachable 07-12 17:16
115 ai.smithery/kodey-ai-salesforce-mcp-minimal
Productivity
 F 15
 282ms — unreachable 07-12 17:16
116 ai.smithery/kodey-ai-salesforce-mcp-server
Productivity
 F 15
 249ms — unreachable 07-12 17:16
117 ai.smithery/leandrogavidia-vechain-mcp-server
Web & Search
 F 15
 259ms — unreachable 07-12 17:16
118 ai.smithery/lineex-pubmed-mcp-smithery
Web & Search
 F 15
 229ms — unreachable 07-12 17:16
119 ai.smithery/lukaskostka99-marketing-miner-mcp
Other
 F 15
 229ms — unreachable 07-12 17:16
120 ai.smithery/luminati-io-brightdata-mcp
Web & Search
 F 15
 255ms — unreachable 07-12 17:16
121 ai.smithery/magenie33-quality-dimension-generator
Productivity
 F 15
 260ms — unreachable 07-12 17:16
122 ai.smithery/mayla-debug-mcp-google-calendar2
Dev & Code
 F 15
 236ms — unreachable 07-12 17:16
123 ai.smithery/MetehanGZL-pokemcp
AI & Agents
 F 15
 575ms — unreachable 07-12 16:16
124 ai.smithery/mfukushim-map-traveler-mcp
Science & Health
 F 15
 226ms — unreachable 07-12 17:16
125 ai.smithery/miguelgarzons-mcp-cun
Other
 F 15
 238ms — unreachable 07-12 17:16
126 ai.smithery/minionszyw-bazi
Other
 F 15
 258ms — unreachable 07-12 17:16
127 ai.smithery/MisterSandFR-supabase-mcp-selfhosted
Data & Databases
 F 15
 276ms — unreachable 07-12 16:16
128 ai.smithery/mjucius-cozi_mcp
Other
 F 15
 239ms — unreachable 07-12 17:16
129 ai.smithery/morosss-sdfsdf
Other
 F 15
 221ms — unreachable 07-12 17:16
130 ai.smithery/motorboy1-my-mcp-server
Cloud & Infra
 F 15
 231ms — unreachable 07-12 17:16
131 ai.smithery/mrugankpednekar-bill_splitter_mcp
Other
 F 15
 243ms — unreachable 07-12 17:16
132 ai.smithery/mrugankpednekar-mcp-optimizer
Productivity
 F 15
 229ms — unreachable 07-12 17:16
133 ai.smithery/neverinfamous-memory-journal-mcp
Dev & Code
 F 15
 257ms — unreachable 07-12 17:16
134 ai.smithery/PabloLec-keyprobe-mcp
Other
 F 15
 264ms — unreachable 07-12 16:16
135 ai.smithery/Phionx-mcp-hello-server
Cloud & Infra
 F 15
 251ms — unreachable 07-12 16:16
136 ai.smithery/pinion05-supabase-mcp-lite
Data & Databases
 F 15
 272ms — unreachable 07-12 17:16
137 ai.smithery/PixdataOrg-coderide
Other
 F 15
 248ms — unreachable 07-12 16:16
138 ai.smithery/plainyogurt21-sec-edgar-mcp
Other
 F 15
 263ms — unreachable 07-12 17:16
139 ai.smithery/Pratiksha-Kanoja-magicslide-mcp-test
Media & Design
 F 15
 232ms — unreachable 07-12 16:16
140 ai.smithery/pythondev-pro-egw_writings_mcp_server
Web & Search
 F 15
 229ms — unreachable 07-12 17:16
141 ai.smithery/rainbowgore-stealthee-mcp-tools
Web & Search
 F 15
 270ms — unreachable 07-12 17:16
142 ai.smithery/renCosta2025-context7fork
Dev & Code
 F 15
 264ms — unreachable 07-12 17:32
143 ai.smithery/rfdez-pvpc-mcp-server
Cloud & Infra
 F 15
 600ms — unreachable 07-12 17:32
144 ai.smithery/saidsef-mcp-github-pr-issue-analyser
Dev & Code
 F 15
 566ms — unreachable 07-12 17:32
145 ai.smithery/samihalawa-whatsapp-go-mcp
Communication
 F 15
 259ms — unreachable 07-12 17:32
146 ai.smithery/sebastianall1977-gmail-mcp
Web & Search
 F 15
 243ms — unreachable 07-12 17:32
147 ai.smithery/serkan-ozal-driflyte-mcp-server
Web & Search
 F 15
 224ms — unreachable 07-12 17:32
148 ai.smithery/shoumikdc-arxiv-mcp
Other
 F 15
 219ms — unreachable 07-12 17:32
149 ai.smithery/skr-cloudify-clickup-mcp-server-new
Productivity
 F 15
 247ms — unreachable 07-12 17:32
150 ai.smithery/slhad-aha-mcp
Cloud & Infra
 F 15
 227ms — unreachable 07-12 17:32
151 ai.smithery/smithery-ai-cookbook-python-quickstart
Cloud & Infra
 F 15
 249ms — unreachable 07-12 17:32
152 ai.smithery/smithery-ai-cookbook-ts-smithery-cli
Dev & Code
 F 15
 223ms — unreachable 07-12 17:32
153 ai.smithery/smithery-ai-fetch
Other
 F 15
 226ms — unreachable 07-12 17:32
154 ai.smithery/smithery-ai-github
Dev & Code
 F 15
 234ms — unreachable 07-12 17:32
155 ai.smithery/smithery-ai-slack
Communication
 F 15
 261ms — unreachable 07-12 17:32
156 ai.smithery/sunub-obsidian-mcp-server
Web & Search
 F 15
 231ms — unreachable 07-12 17:32
157 ai.smithery/szge-lolwiki-mcp
Other
 F 15
 232ms — unreachable 07-12 17:32
158 ai.smithery/TakoData-tako-mcp
AI & Agents
 F 15
 261ms — unreachable 07-12 16:16
159 ai.smithery/turnono-datacommons-mcp-server
Cloud & Infra
 F 15
 231ms — unreachable 07-12 17:32
160 ai.smithery/wgong-sqlite-mcp-server
Data & Databases
 F 15
 228ms — unreachable 07-12 17:32
161 ai.smithery/xinkuang-china-stock-mcp
Finance & Crypto
 F 15
 255ms — unreachable 07-12 17:32
162 ai.smithery/yuna0x0-anilist-mcp
Other
 F 15
 237ms — unreachable 07-12 17:32
163 ai.smithery/yuna0x0-hackmd-mcp
Productivity
 F 15
 236ms — unreachable 07-12 17:32
164 ai.smithery/zeta-chain-cli
Other
 F 15
 274ms — unreachable 07-12 17:47
165 ai.smithery/zhaoganghao-hellomcp
Other
 F 15
 287ms — unreachable 07-12 17:47
166 ai.smithery/clpi-clp-mcp
Other
 F 13
 239ms — unreachable 07-12 16:46
167 ai.smithery/exa-labs-exa-code-mcp
Dev & Code
 F 13
 256ms — unreachable 07-12 16:46
168 ai.smithery/Leghis-smart-thinking
Other
 F 13
 259ms — unreachable 07-12 16:01
169 ai.buyersense/buyersense
Cloud & Infra
 F 12
 25ms — unreachable 07-12 14:19
170 ai.filepad/filepad
Filepad
AI & Agents
 F 12
 236ms — unreachable 07-12 14:20
171 ai.meacheal/mrc-data
MRC Data — China's Apparel Supply Chain Infrastructure
Other
 F 12
 370ms — unreachable 07-12 15:01
172 ai.meminal/meminal
Other
 F 12
 65ms — unreachable 07-12 15:01
173 ai.modulos/demo-booking
Modulos Demo Booking
Other
 F 12
 512ms — unreachable 07-12 15:01
174 ai.nashboard/nashboard-merchants
Nashboard Merchants
AI & Agents
 F 12
 — — unreachable 07-12 15:01
175 ai.nordax/mcp
Nordax AI Entity Network
Web & Search
 F 12
 1238ms — unreachable 07-12 15:01
176 ai.obaron/aeo
Web & Search
 F 12
 33ms — unreachable 07-12 15:01
177 ai.seocrawl/mcp
SEOcrawl AI
Web & Search
 F 12
 699ms — unreachable 07-12 15:46
178 ai.shawndurrani/mcp-merchant
Web & Search
 F 12
 82ms — unreachable 07-12 15:46
179 ai.shawndurrani/mcp-registry
Web & Search
 F 12
 49ms — unreachable 07-12 15:46
180 ai.simstim/mcp
SimStim
Dev & Code
 F 12
 29ms — unreachable 07-12 15:46
181 ai.smithery/arjunkmrm-boba-tea
Other
 F 12
 305ms — unreachable 07-12 16:31
182 ai.smithery/arjunkmrm-bobo
Other
 F 12
 304ms — unreachable 07-12 16:31
183 ai.smithery/arjunkmrm-http-test
Other
 F 12
 231ms — unreachable 07-12 16:31
184 ai.smithery/arjunkmrm-local-test2
Other
 F 12
 234ms — unreachable 07-12 16:31
185 ai.smithery/arjunkmrm-local01
Other
 F 12
 239ms — unreachable 07-12 16:31
186 ai.smithery/arjunkmrm-py-test-0
AI & Agents
 F 12
 240ms — unreachable 07-12 16:31
187 ai.smithery/arjunkmrm-test2
Other
 F 12
 236ms — unreachable 07-12 16:31
188 ai.smithery/arjunkmrm-ts-test-2
Other
 F 12
 235ms — unreachable 07-12 16:31
189 ai.smithery/brandonbosco-sigao-scf-mcp
AI & Agents
 F 12
 229ms — unreachable 07-12 16:46
190 ai.smithery/CollectiveSpend-collectivespend-smithery-mcp
Other
 F 12
 259ms — unreachable 07-12 16:01
191 ai.smithery/cpretzinger-ai-assistant-simple
Data & Databases
 F 12
 242ms — unreachable 07-12 16:46
192 ai.smithery/duvomike-mcp
Other
 F 12
 261ms — unreachable 07-12 16:46
193 ai.smithery/feeefapp-mcp
Commerce
 F 12
 282ms — unreachable 07-12 17:03
194 ai.smithery/fitaf-ai-fitaf-ai-mcp
Other
 F 12
 281ms — unreachable 07-12 17:03
195 ai.smithery/fitaf-ai-fitaf-mcp
Cloud & Infra
 F 12
 267ms — unreachable 07-12 17:03
196 ai.smithery/Funding-Machine-ghl-mcp-fundingmachine
Productivity
 F 12
 264ms — unreachable 07-12 16:01
197 ai.smithery/IndianAppGuy-magicslide-mcp
Other
 F 12
 232ms — unreachable 07-12 16:01
198 ai.smithery/IndianAppGuy-magicslide-mcp-actual-test
AI & Agents
 F 12
 226ms — unreachable 07-12 16:01
199 ai.smithery/jweingardt12-mlb_mcp
Other
 F 12
 257ms — unreachable 07-12 17:03
200 ai.smithery/kaszek-kaszek-attio-mcp
Web & Search
 F 12
 224ms — unreachable 07-12 17:03
201 ai.smithery/kodey-ai-mapwise-mcp
AI & Agents
 F 12
 246ms — unreachable 07-12 17:03
202 ai.smithery/Kryptoskatt-mcp-server
Cloud & Infra
 F 12
 256ms — unreachable 07-12 16:01
203 ai.smithery/nickthelegend-test-mcp
Other
 F 12
 239ms — unreachable 07-12 17:16
204 ai.smithery/Open-Scout-mcp
Media & Design
 F 12
 270ms — unreachable 07-12 16:16
205 ai.smithery/Parc-Dev-task-breakdown-server
Productivity
 F 12
 259ms — unreachable 07-12 16:16
206 ai.smithery/ProfessionalWiki-mediawiki-mcp-server
Cloud & Infra
 F 12
 256ms — unreachable 07-12 16:16
207 ai.smithery/proflulab-documentassistant
Productivity
 F 12
 225ms — unreachable 07-12 17:16
208 ai.smithery/RectiFlex-centerassist-mcp
Other
 F 12
 254ms — unreachable 07-12 16:16
209 ai.smithery/RectiFlex-centerassist-mcp-cp
Other
 F 12
 266ms — unreachable 07-12 16:16
210 ai.smithery/RectiFlex-centerassist-mcp-cp1
Other
 F 12
 275ms — unreachable 07-12 16:16
211 ai.smithery/RectiFlex-centerassist-mcp1
Other
 F 12
 274ms — unreachable 07-12 16:16
212 ai.smithery/sachicali-discordmcp-suite
Communication
 F 12
 259ms — unreachable 07-12 17:32
213 ai.smithery/sasabasara-where_is_my_bus_mcp
Other
 F 12
 244ms — unreachable 07-12 17:32
214 ai.smithery/smithery-toolbox
AI & Agents
 F 12
 233ms — unreachable 07-12 17:32
215 ai.smithery/smithery-unicorn
Other
 F 12
 248ms — unreachable 07-12 17:32
216 ai.smithery/yuhuison-mediawiki-mcp-server-auth
Web & Search
 F 12
 231ms — unreachable 07-12 17:32
217 ai.trendsmcp/social-media
Social Media Intelligence MCP
Other
 F 12
 21ms — unreachable 07-12 18:02
218 ai.alpic.test/test-mcp-server
Cloud & Infra
 F 10
 37ms — unreachable 07-12 14:18
219 ai.robomart/robomart
Other
 F 10
 23ms — unreachable 07-12 15:31
220 ai.autorfp/mcp
AutoRFP.ai
Data & Databases
 F 8
 — — unreachable 07-12 14:18
221 ai.com.mcp/hapi-mcp
HAPI MCP Server
Cloud & Infra
 F 8
 — — unreachable 07-12 14:19
222 ai.hostprofit/mcp
HostProfit
Other
 F 5
 — — unreachable 07-12 14:31
223 ai.rosterresolve/roster
Roster
AI & Agents
 F 5
 — — unreachable 07-12 15:46

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.