Which MCP servers actually work?

We track 56403 servers from the official MCP Registry. 37793 are hosted (remote); we have health-checked 37482 so far. 321 use templated URLs that need user-specific values and can't be checked. Of those checked, 22379 passed a full MCP handshake, 10970 are up but need credentials, and 4133 failed or were unreachable (last check 2026-11-03T20:35:42.553Z UTC). How we check.

ServerUsers (30 d)HandshakeAuthToolsLatencyLast checked (UTC)Category
b612 (hakuto AI)
com.hakuto-0209/b612
0HealthyNone102438 ms2026-11-02T09:05:24.816Zdesign
FreightFA
com.freightfa.mcp/freightfa
0HealthyNone277121 ms2026-11-02T09:00:42.127Zcommunication
HasData Web Scraping
com.hasdata/web-scraping
0HealthyNone12403 ms2026-11-02T09:00:41.835Zsearch-and-web
Regex Explainer
com.gumballtools/regex-explainer
0HealthyNone13051 ms2026-11-02T09:00:41.818Zother
HasData Instagram
com.hasdata/instagram
0HealthyNone32174 ms2026-11-02T09:00:41.807Zmarketing-and-seo
HasData Google Search (SERP)
com.hasdata/google-search
0HealthyNone102193 ms2026-11-02T09:00:41.776Zsearch-and-web
Brahim Bousnguar — portfolio
com.heybrahim/portfolio
0HealthyNone6968 ms2026-11-02T09:00:41.637Zproductivity
Penny Rounding
com.gumballtools/penny-rounding
0HealthyNone32537 ms2026-11-02T09:00:41.567Zfinance-and-payments
HasData Google Trends
com.hasdata/google-trends
0HealthyNone12113 ms2026-11-02T09:00:41.540Zsearch-and-web
HasData Google Scholar
com.hasdata/google-scholar
0HealthyNone31975 ms2026-11-02T09:00:41.325Zsearch-and-web
HasData Google Maps
com.hasdata/google-maps
0HealthyNone62246 ms2026-11-02T09:00:41.293Zlocation-and-travel
HasData Google Flights Deals
com.hasdata/google-flights-deals
0HealthyNone12133 ms2026-11-02T09:00:40.971Zlocation-and-travel
Hedge Fund Alpha Research
com.hedgefundalpha/public-research
0HealthyNone71739 ms2026-11-02T09:00:40.961Zecommerce
Clarity by Health AI
com.healthai/clarity
0HealthyNone91857 ms2026-11-02T09:00:40.326Zhealth-and-science
GrowingUpVideo
com.growingupvideo/growingupvideo
0HealthyNone33372 ms2026-11-02T09:00:39.586Zai-and-media
HasData Google Images
com.hasdata/google-images
0HealthyNone12127 ms2026-11-02T09:00:38.554Zai-and-media
HasData Facebook
com.hasdata/facebook
0HealthyNone12231 ms2026-11-02T09:00:38.521Zsales-and-crm
HasData Google Flights
com.hasdata/google-flights
0HealthyNone12262 ms2026-11-02T09:00:38.501Zlocation-and-travel
GribStream Weather MCP
com.gribstream/mcp
0HealthyNone122930 ms2026-11-02T09:00:38.286Zlocation-and-travel
HasData Google Hotels
com.hasdata/google-hotels
0HealthyNone12096 ms2026-11-02T09:00:38.256Zlocation-and-travel
HasData Amazon
com.hasdata/amazon
0HealthyNone52206 ms2026-11-02T09:00:38.219Zecommerce
HasData Bing
com.hasdata/bing
0HealthyNone12314 ms2026-11-02T09:00:38.088Zsearch-and-web
HasData DuckDuckGo
com.hasdata/duckduckgo
0HealthyNone12207 ms2026-11-02T09:00:37.886Zmarketing-and-seo
HasData Airbnb
com.hasdata/airbnb
0HealthyNone22282 ms2026-11-02T09:00:37.816Zlocation-and-travel
HasData ChatGPT
com.hasdata/chatgpt
0HealthyNone12744 ms2026-11-02T09:00:37.560Zcommunication
HasData Booking.com
com.hasdata/booking
0HealthyNone22503 ms2026-11-02T09:00:37.542Zlocation-and-travel
Jinko MCP
com.gojinko.mcp/jinko
0HealthyNone74611 ms2026-11-02T09:00:35.252Zlocation-and-travel
Words in Context
com.gumballtools/words-in-context
0HealthyNone34223 ms2026-11-02T09:00:34.521Zfinance-and-payments
HasData Glassdoor
com.hasdata/glassdoor
0HealthyNone24117 ms2026-11-02T09:00:34.417Zmarketing-and-seo
GymFlexa Gym Management
com.gymflexa/gymflexa
0HealthyNone74115 ms2026-11-02T09:00:34.353Zfinance-and-payments
JSON to Types
com.gumballtools/json-to-types
0HealthyNone14871 ms2026-11-02T09:00:34.006Zother
GraphMake
com.graphmake/graphmake
0HealthyNone63576 ms2026-11-02T09:00:33.514Zdesign
Timezone Truth
com.gumballtools/timezone-truth
0HealthyNone14588 ms2026-11-02T09:00:33.278Zother
Green API WhatsApp
com.green-api/whatsapp
0HealthyNone413635 ms2026-11-02T09:00:32.872Zcommunication
Sports Rules
com.gumballtools/sports-rules
0HealthyNone24309 ms2026-11-02T09:00:32.717Zother
GuruWalk
com.guruwalk/mcp
0HealthyNone63840 ms2026-11-02T09:00:31.943Zother
com.googleapis.compute/mcp
com.googleapis.compute/mcp
0HealthyNone294433 ms2026-11-02T09:00:31.854Zlocation-and-travel
Project Gumball
com.gumballtools/platform
0HealthyNone253667 ms2026-11-02T09:00:31.831Zproductivity
Amortization Schedule
com.gumballtools/amortize
0HealthyNone13266 ms2026-11-02T09:00:31.468Zfinance-and-payments
ISO Week Number
com.gumballtools/iso-week
0HealthyNone13489 ms2026-11-02T09:00:31.431Zproductivity
Tincan
com.gotincan/tincan
0HealthyNone622507 ms2026-11-02T09:00:30.092Zagents-and-memory
com.georgiaroofreplacementcost/site
com.georgiaroofreplacementcost/site
0HealthyNone35041 ms2026-11-02T09:00:28.016Zother
Due Date
com.gumballtools/due-date
0HealthyNone14142 ms2026-11-02T09:00:27.307Zother
com.groundedaeo/grounded-aeo
com.groundedaeo/grounded-aeo
0HealthyNone154241 ms2026-11-02T09:00:27.147Zmarketing-and-seo
HandledIQ: find and book home service
com.handlediq/find-help
0HealthyNone84179 ms2026-11-02T09:00:27.057Zproductivity
GraphChinese: Chinese dictionary and grammar
com.graphchinese/chinese-dictionary-grammar
0HealthyNone104030 ms2026-11-02T09:00:26.783Zproductivity
Hagglyai
com.hagglyai/haggly
0HealthyNone53179 ms2026-11-02T09:00:26.781Zproductivity
Payload Validator
com.gumballtools/payload-validator
0HealthyNone54068 ms2026-11-02T09:00:26.775Zdata-and-databases
Handsontable Docs MCP Server
com.handsontable/docs
0HealthyNone13643 ms2026-11-02T09:00:26.759Zdocs-and-knowledge
Check Digit Validator
com.gumballtools/check-digit
0HealthyNone13767 ms2026-11-02T09:00:26.730Zother

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