Which MCP servers actually work?

We track 48756 servers from the official MCP Registry. 32020 are hosted (remote); we have health-checked 31745 so far. 283 use templated URLs that need user-specific values and can't be checked. Of those checked, 17259 passed a full MCP handshake, 8831 are up but need credentials, and 5655 failed or were unreachable (last check 2026-10-23T04:25:13.040Z UTC). How we check.

ServerUsers (30 d)HandshakeAuthToolsLatencyLast checked (UTC)Category
MCP Server Discovery — new model-context-protocol repos ($0.01/query)
com.a2awire/data-model-context-protocol-mcp-server-discovery
0HealthyNone16682 ms2026-10-22T11:45:21.968Zcrypto-web3
Clinical Trial & Medical Research Tracker — buy per-query in-session (trialwatch)
com.a2awire/data-medical-research-trial-results-tracker
0HealthyNone16717 ms2026-10-22T11:45:21.855Zhealth-and-science
MIT Research & Science News — buy per-query in-session (mitwatch)
com.a2awire/data-mit-research-news-university-science
0HealthyNone161115 ms2026-10-22T11:45:21.693Zsearch-and-web
NASA Image of the Day — space & astronomy photos (nasaiotd)
com.a2awire/data-nasa-photo-space-image-astronomy
0HealthyNone161154 ms2026-10-22T11:45:21.561Zai-and-media
New MCP Server Directory (Agent Tools Index)
com.a2awire/data-new-mcp-server-agent-tools-index
0HealthyNone161087 ms2026-10-22T11:45:21.469Zagents-and-memory
New LLM Release Tracker — buy per-query in-session (llmwatch)
com.a2awire/data-llm-release-model-availability-tracker
0HealthyNone161395 ms2026-10-22T11:45:21.380Zai-and-media
Science News Tracker — latest research & discovery headlines (scinews)
com.a2awire/data-latest-science-news-research-discovery
0HealthyNone161652 ms2026-10-22T11:45:21.378Zsearch-and-web
HuggingFace Trending Models (hftrendingwatch)
com.a2awire/data-huggingface-trending-ai-model
0HealthyNone161449 ms2026-10-22T11:45:20.866Zcrypto-web3
US Economic Releases (CPI, Payrolls, Fed) — buy per-query in-session (fedwatch)
com.a2awire/data-fomc-cpi-fed-economic-releases
0HealthyNone161532 ms2026-10-22T11:45:20.809Zcrypto-web3
Hacker News Front Page (Live Tech Stories) — buy per-query in-session (hnfrontpage)
com.a2awire/data-hacker-news-front-page-tech-news
0HealthyNone16710 ms2026-10-22T11:45:20.652Zsearch-and-web
Go Vulnerability Database Tracker — buy per-query in-session (govulnwatch)
com.a2awire/data-go-vulnerability-golang-security
0HealthyNone16784 ms2026-10-22T11:45:20.650Zsecurity
Medical & Health News Breakthroughs — buy per-query in-session (medicalxpresswatch)
com.a2awire/data-medical-news-health-news-breakthrough
0HealthyNone16733 ms2026-10-22T11:45:20.647Zhealth-and-science
FDA Recall Alerts — Food & Product Safety (fdarecall)
com.a2awire/data-fda-recall-alert-food-product-safety
0HealthyNone16798 ms2026-10-22T11:45:20.613Zhealth-and-science
Official Google Product Announcements — buy per-query in-session (googleblogwatch)
com.a2awire/data-google-product-announcement-release
0HealthyNone161168 ms2026-10-22T11:45:20.520Zcrypto-web3
dev.to Developer Blogs & Programming Tutorials — buy per-query (devtowatch)
com.a2awire/data-developer-blog-programming-tutorial-community
0HealthyNone16800 ms2026-10-22T11:45:20.466Zcrypto-web3
Debian Security Advisories — buy per-query in-session (debianwatch)
com.a2awire/data-debian-security-advisory-dsa-linux
0HealthyNone162268 ms2026-10-22T11:45:20.177Zsecurity
The Register — Enterprise IT News & Sysadmin Headlines (registerwatch)
com.a2awire/data-enterprise-it-news-sysadmin-tech-headlines
0HealthyNone16925 ms2026-10-22T11:45:19.763Zcrypto-web3
GitHub Platform Changelog — buy per-query in-session (githubchangelog)
com.a2awire/data-github-changelog-platform-change-announcement
0HealthyNone161335 ms2026-10-22T11:45:19.641Zdeveloper-tools
Official DeepMind Blog — Gemini & AI Releases (deepmindwatch)
com.a2awire/data-deepmind-news-google-ai-model-release
0HealthyNone161737 ms2026-10-22T11:45:19.553Zcrypto-web3
Earthquake Alerts & Seismic Activity (USGS Live) — buy per-query in-session (quakewatch)
com.a2awire/data-earthquake-alert-seismic-activity
0HealthyNone161260 ms2026-10-22T11:45:19.430Zcrypto-web3
Exploit-DB New Exploits & Proof-of-Concepts — buy per-query in-session (exploitdb)
com.a2awire/data-exploit-db-exploit-database-proof-of-concept
0HealthyNone163571 ms2026-10-22T11:45:19.132Zdata-and-databases
Official Apple Newsroom: Announcements & Releases — buy per-query in-session (applenewswatch)
com.a2awire/data-apple-news-apple-announcement-apple-release
0HealthyNone163258 ms2026-10-22T11:45:19.123Zcrypto-web3
Dependency Vulnerability Tracker — package security advisories ($0.01/query)
com.a2awire/data-dependency-vulnerability-malicious-package-security
0HealthyNone162554 ms2026-10-22T11:45:18.959Zdeveloper-tools
CISA Known Exploited Vulnerabilities (kevwatch)
com.a2awire/data-cisa-known-exploited-vulnerability-catalog
0HealthyNone162544 ms2026-10-22T11:45:18.749Zcrypto-web3
CERT-FR Security Advisories — buy per-query in-session (certfrwatch)
com.a2awire/data-cert-fr-advisory-national-cert-alert
0HealthyNone162145 ms2026-10-22T11:45:18.620Zsecurity
80% Silver Melt Calculator
com.80percentsilver/silver-melt
0HealthyNone32276 ms2026-10-22T11:45:18.558Zsearch-and-web
Cybersecurity News & Breach Alerts — buy per-query in-session (bleepingwatch)
com.a2awire/data-cybersecurity-news-breach-alert
0HealthyNone162736 ms2026-10-22T11:45:18.484Zsearch-and-web
CISA Cybersecurity & ICS Advisories — buy per-query in-session (cisaalerts)
com.a2awire/data-cisa-advisory-ics-security-alert
0HealthyNone162032 ms2026-10-22T11:45:18.449Zcrypto-web3
CVE Security Advisories (NVD High & Critical) — buy per-query in-session (cvewatch)
com.a2awire/data-cve-security-advisory-vulnerability-database
0HealthyNone161664 ms2026-10-22T11:45:18.243Zsecurity
Consumer-Tech Product News — buy per-query in-session (vergewatch)
com.a2awire/data-consumer-tech-product-news-gadgets
0HealthyNone161733 ms2026-10-22T11:45:18.192Zsearch-and-web
AWS Cloud Service Updates & Announcements — buy per-query (awswhatsnew)
com.a2awire/data-aws-news-cloud-service-update-announcement
0HealthyNone161716 ms2026-10-22T11:45:18.093Zcloud-and-infra
Ars Technica Tech & Hardware News — buy per-query in-session (arstechnicawatch)
com.a2awire/data-arstechnica-hardware-news-tech-it
0HealthyNone161925 ms2026-10-22T11:45:17.871Zsearch-and-web
Trending AI Papers — buy per-query in-session (hfpaperwatch)
com.a2awire/data-ai-paper-daily-paper-trending-research
0HealthyNone161320 ms2026-10-22T11:45:17.705Zcrypto-web3
Agent Tool Release Tracker — buy per-query in-session (techlaunchwatch)
com.a2awire/data-agent-tool-release-tech-announcement-tracker
0HealthyNone162029 ms2026-10-22T11:45:17.672Zagents-and-memory
Media Ops — Transcript Audit — Brightwell Partners (4f00a8c9)
com.a2awire/benchmark-transcript-audit-2026-09-19-4f00a8c9
0HealthyNone241622 ms2026-10-22T11:45:17.012Zagents-and-memory
Payroll Ops — Timesheet Audit — Marlowe Partners (301c061b)
com.a2awire/benchmark-timesheet-audit-2026-09-15-301c061b
0HealthyNone241548 ms2026-10-22T11:45:16.537Zagents-and-memory
TechCrunch AI News — buy per-query in-session (techcrunchai)
com.a2awire/data-ai-news-ai-industry-news-ml
0HealthyNone16962 ms2026-10-22T11:45:15.325Zsearch-and-web
Vendor Clearance Audit
com.a2awire/benchmark-vendor-clearance-audit-v1
0HealthyNone24919 ms2026-10-22T11:45:14.735Zagents-and-memory
New Hugging Face Spaces — AI App Demo Discovery (hfspaces)
com.a2awire/data-ai-app-demo-huggingface-spaces-discovery
0HealthyNone16809 ms2026-10-22T11:45:14.648Zcrypto-web3
A2AWire Benchmark: Support Agent Trials - Hard Mode
com.a2awire/benchmark-support-agent-trials-hard
0HealthyNone24861 ms2026-10-22T11:45:14.618Zagents-and-memory
Consumer Ops — Warranty Claim Review — Kestrel Retail Group (42175383)
com.a2awire/benchmark-warranty-claim-review-2026-09-16-42175383
0HealthyNone24822 ms2026-10-22T11:45:14.525Zagents-and-memory
Customer Support QA — Ticket Triage — Quillon Partners (64b68b3e)
com.a2awire/benchmark-ticket-triage-2026-09-15-64b68b3e
0HealthyNone24939 ms2026-10-22T11:45:14.395Zagents-and-memory
E-Commerce — Return Review — Kestrel Outfitters (fb3b8adc)
com.a2awire/benchmark-return-review-2026-09-11-fb3b8adc
0HealthyNone24858 ms2026-10-22T11:45:14.324Zagents-and-memory
A2AWire Benchmark: Support Agent Trials
com.a2awire/benchmark-support-agent-trials
0HealthyNone24902 ms2026-10-22T11:45:14.322Zagents-and-memory
Talent Ops — Resume Review — Kestrel Logistics (7185eb28)
com.a2awire/benchmark-resume-review-2026-09-19-7185eb28
0HealthyNone241308 ms2026-10-22T11:45:14.318Zagents-and-memory
Production Schedule Optimizer
com.a2awire/benchmark-production-schedule-optimizer-v1
0HealthyNone241213 ms2026-10-22T11:45:14.233Zagents-and-memory
Supplier Operations — Requisition Audit — Kestrel Procurement Co. (98e58b8b)
com.a2awire/benchmark-requisition-audit-2026-09-11-98e58b8b
0HealthyNone24710 ms2026-10-22T11:45:14.100Zagents-and-memory
Support Action Gate
com.a2awire/benchmark-support-action-gate-v1
0HealthyNone24732 ms2026-10-22T11:45:14.038Zagents-and-memory
Finance Ops — Report Review — Northgate Advisors (f72b2bd5)
com.a2awire/benchmark-report-review-2026-09-23-f72b2bd5
0HealthyNone241180 ms2026-10-22T11:45:14.036Zagents-and-memory
Accounts Payable — Resume Audit — Verdant Springs Services Group (66514bc8)
com.a2awire/benchmark-resume-audit-2026-10-02-66514bc8
0HealthyNone24930 ms2026-10-22T11:45:14.029Zagents-and-memory

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