MCP HeartbeatTHE MCP OBSERVATORY
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Evidence for your next connection.

Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

DiscoveryServer directory

Remote MCP servers

Find a server for your workflow, with connection evidence you can inspect.

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1108 servers

Ordered by checks passedClear filters
Dated server measurements. The status describes the last probe or a listed authentication requirement. Checks that have not been measured are not failures. Open a server to inspect the evidence.
Server / capabilityLast probeMedian latencyChecks passedLast checked
ScrapeMole Pulse

x402 FX, time, weather, US NWS alerts, HN, holidays, geocoding for agents.

Data & AnalyticsPayments & trading

Outdated checkNot measured4 / 22
SLB Florida Business Intelligence

312K+ FL commercial parcels, 6,400+ verified listings, AI visibility reports, x402 micropayments

Data & AnalyticsCode & DevOps

Outdated checkNot measured4 / 22
Tendera

Nordic and EU (TED) public procurement notices, decisions and market analytics

Data & AnalyticsData access / search

UnreachableNot measured4 / 22
The Mine by tkscm — Hawaiʻi economic data

Hawaiʻi economic statistics from U.S. and other public agencies, with sources and notices. Free.

Data & AnalyticsData access / search

Outdated checkNot measured4 / 22
Twilize

Generate Tableau .twb/.twbx workbooks: 47 tools for charts, dashboards, rules, CSV pipelines.

Data & AnalyticsCode & DevOps

Outdated checkNot measured4 / 22
ai.astrofabric/mcp

Agentic AI for business intelligence: discover, verify and enrich company and contact data.

Data & AnalyticsData access / search

Not measuredNot measured4 / 22
app.eurolytics/eurolytics

Privacy-first, cookie-free web analytics: create sites, install and verify tracking, read stats.

Data & AnalyticsData access / search

Requires authOutdated checkNot measured4 / 22
app.potto/potto-japan

Authoritative JLPT-graded Japanese dataset (kanji, vocab, grammar, history) via MCP and REST.

Data & AnalyticsData access / search

Requires authNot measured4 / 22Not checked yet
chat.prelim/prelim

Read AI preliminary phone screens — your roles, candidate scores, transcripts, and analytics.

Data & AnalyticsData access / search

Requires authOutdated checkNot measured4 / 22
com.acuris-geo/acuris-mcp

Address validation & geocoding for AI agents: 240+ countries, UK PAF, free US/CA enrichment

Data & AnalyticsData access / search

Requires authNot measured4 / 22Not checked yet
com.getmcpulse/mcpulse

Analytics for MCP servers. Query your tool calls, first-call success, retries and schema cost.

Data & AnalyticsData access / search

Requires authOutdated checkNot measured4 / 22
com.neuronsearchlab/mcp

Recommendations, search, catalogue, analytics, and platform admin tools for NeuronSearchLab

Data & AnalyticsData access / search

Requires authNot measured4 / 22Not checked yet
com.octolens/octolens

Social listening for AI: query brand mentions across 15+ platforms, run analytics, manage keywords.

Data & AnalyticsData access / search

Requires authOutdated checkNot measured4 / 22
com.pingvera/monitoring

Client-website monitoring for agencies: uptime, incidents, SSL/domain expiry, server metrics.

Data & AnalyticsMonitoring & observability

Requires authNot measured4 / 22Not checked yet
com.promptswing/ecommerce-website-hosting-ai-business-intelligence

Paid hosting for a site your AI built. Your AI then has the controls: pages, orders, stock, etc.

Data & AnalyticsData access / search

Requires authOutdated checkNot measured4 / 22
com.schedulala/schedulala

Schedule and publish social posts to 12 platforms with first comments, analytics, and listening.

Data & AnalyticsData access / search

Requires authOutdated checkNot measured4 / 22
com.withcabin/cabin

Privacy-first, cookie-free web analytics. Read stats and manage sites from your AI.

Data & AnalyticsData access / search

Requires authOutdated checkNot measured4 / 22
com.zenovay/analytics

Real-time web analytics for AI agents: query traffic, funnels, revenue, and manage your sites.

Data & AnalyticsData access / search

Requires authOutdated checkNot measured4 / 22
dev.dulieu/weather

Daily weather and forecasts for 70+ Vietnamese cities

Data & AnalyticsData access / search

Requires authNot measured4 / 22Not checked yet
dev.dystro/dystro

Unified social posting, inbox & analytics across 12+ platforms. Sign in with Dystro or API key.

Data & AnalyticsCommunication & messaging

Requires authOutdated checkNot measured4 / 22
io.zeblink/zebra

Create, schedule, and organize Zebra short links and query real-time click analytics.

Data & AnalyticsData access / search

Requires authOutdated checkNot measured4 / 22
2pr.io

Draft, schedule and publish LinkedIn posts, reply to comments and read analytics via 2pr.io.

Data & AnalyticsData access / search

Requires authOutdated checkNot measured4 / 22
Adology MCP Server

Competitive ad intelligence for AI agents: portfolios, ad/content search, analytics, discovery.

Data & AnalyticsData access / search

Requires authNot measured4 / 22
Afterwren

Retired-API replacements: Clearbit-style company autocomplete, logos, profiles; geocoding; books.

Data & AnalyticsData access / search

Requires authNot measured4 / 22Not checked yet

Automated measurements. Not a rating. Unmeasured checks are not failures. How to read the evidence