MCP HeartbeatTHE MCP OBSERVATORY
Public workspace

Explore

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.

Connect your agent

1109 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
Churn Solution

Query Churn Solution cancellation-flow metrics, revenue, and feedback analytics (read-only).

Data & AnalyticsData access / search

Requires authOutdated checkNot measured4 / 22
Clarigrid

Read-only electricity, gas, and weather data with structured provenance and units.

Data & AnalyticsData access / search

Requires authOutdated checkNot measured4 / 22
Clerion

Your website analytics as read-only tools: traffic, pages, errors, speed and AI-assistant visits.

Data & AnalyticsData access / search

Requires authNot measured4 / 22Not checked yet
CloudQuell

Ask about AWS, Azure, GCP, OpenAI, Anthropic and Snowflake costs, budgets, and anomalies.

Data & AnalyticsAI / LLM tooling

Requires authNot measured4 / 22
Cotribute MCP

Connect AI agents to financial institution origination, analytics, and compliance workflows.

Data & AnalyticsAutomation & workflows

Requires authNot measured4 / 22
CreatorsJet

Manage creator media kits, link-in-bio pages, deal requests, analytics and agency rosters.

Data & AnalyticsData access / search

Requires authNot measured4 / 22
CrimeScore

US neighborhood Safety Scores, score drivers, geocoding and nearby activity from CrimeScore.io.

Data & AnalyticsData access / search

Requires authNot measured4 / 22Not checked yet
Cronitor

Manage Cronitor monitors, issues, status pages, and metrics for jobs, uptime, and sites.

Data & AnalyticsMonitoring & observability

Requires authNot measured4 / 22Not checked yet
Daggy

Query your data in plain English or SQL, build datasets, and fit Bayesian models.

Data & AnalyticsDatabase

Requires authNot measured4 / 22
Dashly

Track anything by telling your AI: calories, habits, mood, spending and tasks on one dashboard.

Data & AnalyticsData access / search

Requires authOutdated checkNot measured4 / 22
DataFast

Ask about your DataFast web analytics: visitors, top pages, traffic sources and revenue.

Data & AnalyticsData access / search

Requires authNot measured4 / 22
Dataful

Indian government statistics and public data: economy, elections, health, agriculture and more

Data & AnalyticsData access / search

Requires authOutdated checkNot measured4 / 22
DataScoop public data

Official UK, US and Australia public datasets as filtered CSV, REST API and MCP for AI agents.

Data & AnalyticsFile & docs

Requires authNot measured4 / 22Not checked yet
details.page

Manage your details.page link-in-bio from Claude: edit details, post updates, read analytics.

Data & AnalyticsData access / search

Requires authNot measured4 / 22Not checked yet
DevDome Analytics

Website traffic, bot reports, realtime visitors and site health for your DevDome sites

Data & AnalyticsData access / search

Requires authNot measured4 / 22Not checked yet
Disc Golf MCP

Read-only PDGA disc golf data — players, events, courses and season statistics.

Data & AnalyticsData access / search

Requires authNot measured4 / 22
DMARKOFF — DMARC, SPF & DKIM Analytics

DMARC analytics for AI assistants: SPF/DKIM, compliance, anomalies, p=reject readiness, onboarding.

Data & AnalyticsData access / search

Requires authNot measured4 / 22Not checked yet
DocPin

Publish HTML pages, reports and dashboards from your AI to your own link, with access control.

Data & AnalyticsData access / search

Requires authNot measured4 / 22
Dot (getdot.ai): AI Data Analyst

AI data analyst by getdot.ai. Ask your data warehouse in plain English; get SQL, answers and charts.

Data & AnalyticsDatabase

Requires authNot measured4 / 22Not checked yet
Dribbble MCP Server and API by Cotlet

Dribbble designer portfolio marketplace MCP server: reply to message, get Pro analytics, list shots.

Data & AnalyticsData access / search

Requires authOutdated checkNot measured4 / 22
Dryos Workspace

Build live US power market dashboards in your own Dryos workspace. Sign-in required.

Data & AnalyticsData access / search

Requires authNot measured4 / 22
EasyTerritory MCP

Build, balance, realign and analyze sales/service territories; geocode, route, schedule, live map.

Data & AnalyticsData access / search

Requires authNot measured4 / 22Not checked yet
Eden

Schedule posts, read your own analytics, and research viral content across seven platforms.

Data & AnalyticsData access / search

Requires authOutdated checkNot measured4 / 22
Endlss

Manage Endlss ambassador programs: sellers, offers, invites, messaging, and analytics.

Data & AnalyticsCommunication & messaging

Requires authOutdated checkNot measured4 / 22

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