Which MCP servers actually work?

We track 50806 servers from the official MCP Registry. 33597 are hosted (remote); we have health-checked 33313 so far. 294 use templated URLs that need user-specific values and can't be checked. Of those checked, 20156 passed a full MCP handshake, 9410 are up but need credentials, and 3747 failed or were unreachable (last check 2026-10-26T22:50:21.031Z UTC). How we check.

ServerUsers (30 d)HandshakeAuthToolsLatencyLast checked (UTC)Category
Epsilon
io.github.alienbase-xyz/epsilon
0HealthyNone22397 ms2026-10-25T23:05:09.318Zecommerce
DeltaSignal ATLAS-7
io.github.aitrailblazer/deltasignal-atlas-7
0HealthyNone23761 ms2026-10-25T23:05:09.183Zcrypto-web3
AI Ball — AI football match analysis
io.github.aiballfooty/aiball-mcp
0HealthyNone41221 ms2026-10-25T23:05:09.041Zproductivity
Alias Forum
io.github.aliasist/alias-forum
0HealthyNone121045 ms2026-10-25T23:05:08.789Zagents-and-memory
Globestudio
io.github.alevizio/globestudio
0HealthyNone6981 ms2026-10-25T23:05:08.442Zcommunication
DeFi Garden
io.github.alex0xhodler/defi-garden
0HealthyNone5918 ms2026-10-25T23:05:08.388Zcrypto-web3
io.github.almaestilo/newswake
io.github.almaestilo/newswake
0HealthyNone2790 ms2026-10-25T23:05:08.383Zsearch-and-web
Yo
io.github.alfongj-com/yo
0HealthyNone5804 ms2026-10-25T23:05:08.334Zagents-and-memory
Ranger
io.github.alexvesely18-dot/ranger
0HealthyNone3786 ms2026-10-25T23:05:08.302Zsales-and-crm
CanaryGuard 402
io.github.ak10082247-max/canaryguard-402
0HealthyNone281044 ms2026-10-25T23:05:08.297Zcrypto-web3
Astro Agents - deterministic Western + Vedic astrology
io.github.aidatatools-dev/astro-agents
0HealthyNone16704 ms2026-10-25T23:05:08.054Zagents-and-memory
DilutionLens — ASX dilution
io.github.alexander-grun/dilutionlens
0HealthyNone6590 ms2026-10-25T23:05:08.032Zcloud-and-infra
Fitness Tools
io.github.almostjacked/fitness-tools
0HealthyNone10626 ms2026-10-25T23:05:07.935Zhealth-and-science
LLM Configurator
io.github.aikuba/llmconfigurator
0HealthyNone5627 ms2026-10-25T23:05:07.610Zagents-and-memory
Italian Company Verification – Official Sources
io.github.alexanderdandrea-art/italian-company-check
0HealthyNone1285 ms2026-10-25T23:05:07.447Zother
SoapBox Faith
io.github.alansafahi/soapbox-faith
0HealthyNone25463 ms2026-10-25T23:05:07.354Zai-and-media
VASTlint
io.github.aleksUIX/vastlint
0HealthyNone15339 ms2026-10-25T23:05:07.307Zagents-and-memory
Data Quality Gate - deterministic post-scrape cleaner + verdict
io.github.aidatatools-dev/data-quality-gate
0HealthyNone3581 ms2026-10-25T23:05:07.300Zsearch-and-web
Capital Markets Agents: MCP+A2A Canada
io.github.allooloo/cm-kg
0HealthyNone6260 ms2026-10-25T23:05:06.945Zfinance-and-payments
io.github.alexeibespalov/trident
io.github.alexeibespalov/trident
0HealthyNone23328 ms2026-10-25T23:05:06.914Zproductivity
AIDISH — AIエージェントから受取注文できる飲食店
io.github.ai-mentor-bot/aidish
0HealthyNone41519 ms2026-10-25T23:00:25.458Zecommerce
AgentLux
io.github.agentlux/agentlux
0HealthyNone801199 ms2026-10-25T23:00:25.302Zagents-and-memory
Al Jazeera 360
io.github.ahmedaminsa/aljazeera360-mcp-server
0HealthyNone15691 ms2026-10-25T23:00:25.276Zai-and-media
botbar — a bar for AI agents
io.github.aiintegrate/botbar
0HealthyNone50943 ms2026-10-25T23:00:24.948Zagents-and-memory
Schengen 90/180 Calculator
io.github.al157/schengen-mcp
0HealthyNone3796 ms2026-10-25T23:00:24.946Zother
Veabird: ski & beach trip planner
io.github.alexchouck-hash/veabird
0HealthyNone19940 ms2026-10-25T23:00:24.931Zlocation-and-travel
io.github.ajwentcrazy/lazareus
io.github.ajwentcrazy/lazareus
0HealthyNone8422 ms2026-10-25T23:00:24.831Zcrypto-web3
AgentStack (agentstack.tech)
io.github.agentstacktech/agentstack
0HealthyNone11509 ms2026-10-25T23:00:24.491Zagents-and-memory
RTBlint
io.github.aleksUIX/rtblint
0HealthyNone61016 ms2026-10-25T23:00:24.116Zcloud-and-infra
Datos UY/AR
io.github.agustinmoscoso/datos-uy-ar
0HealthyNone191854 ms2026-10-25T23:00:24.102Zdesign
Android Security Analyzer
io.github.ako2345/android-security-analyzer
0HealthyNone41194 ms2026-10-25T23:00:23.893Zsecurity
DeepRecall - Product Safety Intelligence
io.github.adrida/deeprecall-mcp
0HealthyNone21696 ms2026-10-25T23:00:23.751Zdata-and-databases
DealsPing — India Deals
io.github.akhilbabumfwa-oss/dealsping-ai
0HealthyNone131357 ms2026-10-25T23:00:23.429Zecommerce
AIXBT
io.github.aixbt/aixbt
0HealthyNone121822 ms2026-10-25T23:00:23.362Zcrypto-web3
MarketNow
io.github.alicelabs-llc/marketnow
0HealthyNone101202 ms2026-10-25T23:00:23.076Zagents-and-memory
io.github.agtrepo/agtrepo-memory
io.github.agtrepo/agtrepo-memory
0HealthyNone61407 ms2026-10-25T23:00:23.015Zagents-and-memory
World Resolver
io.github.ajithisaac/world-resolver
0HealthyNone91379 ms2026-10-25T23:00:23.008Zagents-and-memory
AgentTrust — Pre-Invocation AI Agent Trust & Reliability Checks
io.github.agenttrust-ai/agenttrust
0HealthyNone22448 ms2026-10-25T23:00:21.490Zagents-and-memory
io.github.agentready-market/audit
io.github.agentready-market/audit
0HealthyNone43087 ms2026-10-25T23:00:21.374Zagents-and-memory
Collar Guardrail — Pre-Trade Risk Layer
io.github.aiguardrail/backend
0HealthyNone62107 ms2026-10-25T23:00:20.837Zcrypto-web3
ShipASO
io.github.airowe/shipaso
0HealthyNone122785 ms2026-10-25T23:00:20.667Zmarketing-and-seo
Plushwipes Agent Revenue
io.github.aida-mikechen/plushwipes-agent-revenue
0HealthyNone32770 ms2026-10-25T23:00:20.631Zagents-and-memory
Realtime Sports API
io.github.ahunter135/realtime-sports-api
0HealthyNone142322 ms2026-10-25T23:00:20.413Zcommunication
FaxOnline
io.github.abrudtkuhl/faxonline
0HealthyNone22091 ms2026-10-25T23:00:20.235Zproductivity
Agentcity Robinhood Chain Research
io.github.agentcitylabs/gmgn-robinhood-mcp
0HealthyNone101878 ms2026-10-25T23:00:19.883Zagents-and-memory
Stablecoin reserve attestations
io.github.agentwares/stablecoin-attestations
0HealthyNone21378 ms2026-10-25T23:00:19.298Zcrypto-web3
io.github.achildrenmile/oeradio-mcp
io.github.achildrenmile/oeradio-mcp
0HealthyNone171878 ms2026-10-25T23:00:19.160Zdata-and-databases
Readiness scorer — can an agent sign up to your SaaS?
io.github.agentwares/readiness-scorer
0HealthyNone31790 ms2026-10-25T23:00:18.151Zagents-and-memory
UpGrowth: business data for Algeria, Tunisia and Morocco
io.github.Z4KARY/upgrowth-mcp
0HealthyNone302042 ms2026-10-25T23:00:17.329Zfinance-and-payments
io.github.agentwares/mcp-liveness
io.github.agentwares/mcp-liveness
0HealthyNone52023 ms2026-10-25T23:00:17.273Zfinance-and-payments

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