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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1114 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
Chrome-Stats

Extension and app analytics across Chrome, Edge, Firefox, Google Play, and the Apple App Store.

Data & AnalyticsData access / search

Requires authOutdated checkNot measured3 / 22
Clamp Analytics

Clamp Analytics MCP server: traffic, revenue, funnels, cohorts, errors, and search, for AI agents.

Data & AnalyticsData access / search

Requires authOutdated checkNot measured3 / 22
Contextflo

Query your warehouse or a CSV with Claude/ChatGPT over MCP, governed by table-level ACL + audit.

Data & AnalyticsAI / LLM tooling

Requires authOutdated checkNot measured3 / 22
Datos: Spanish Open Data

BOE, Spanish public tenders and INE statistics behind one MCP server.

Data & AnalyticsData access / search

Requires authNot measured3 / 22Not checked yet
DemandBird

Write, schedule and publish social posts in your own voice, and read your analytics.

Data & AnalyticsData access / search

Requires authNot measured3 / 22
Elasticflow

AI-native team workspace — tables, documents, workflow automation, live dashboards & analytics

Data & AnalyticsAutomation & workflows

Requires authOutdated checkNot measured3 / 22
EverBee Research

Etsy market research: listing, shop and keyword analytics, niches, bestsellers and profit estimates.

Data & AnalyticsData access / search

Requires authNot measured3 / 22
EzBiz Business Intelligence

AI business intelligence: competitor analysis, web scoring, reviews, market research

Data & AnalyticsCode & DevOps

Requires authNot measured3 / 22Not checked yet
Fireflies.ai

Search and analyze meeting transcripts, summaries, soundbites and analytics from Fireflies.ai

Data & AnalyticsData access / search

Requires authNot measured3 / 22
FIRMSapi

Look up, search and validate U.S. CBP FIRMS facility codes for piers, CFS, warehouses and FTZs.

Data & AnalyticsData access / search

Requires authNot measured3 / 22Not checked yet
FocalGraph Signal

Car dealer GA4 analytics: traffic, ASC event audits, verified households, DMS sales by source.

Data & AnalyticsData access / search

Requires authNot measured3 / 22
Gamebeast

Analytics, A/B tests, remote configs and player sentiment for games and apps, run by your AI agent.

Data & AnalyticsData access / search

Requires authOutdated checkNot measured3 / 22
Geckoboard Metrics

Query live metrics and data lists from the business tools connected to your Geckoboard

Data & AnalyticsData access / search

Requires authNot measured3 / 22
Geospatial System — Location Profile

Elevation, slope, terrain maps & 3-D surfaces for any site — near-global 30 m, US 10 m, AU/NZ 5 m.

Data & AnalyticsData access / search

Requires authNot measured3 / 22Not checked yet
Google Analytics

Usuários, sessões, páginas e origens do tráfego do seu site

Data & AnalyticsData access / search

Requires authNot measured3 / 22
Google Sheets Import & Export (Ctrio Lab)

Google Sheets via Apify: write Apify datasets or JSON rows to a sheet, or read a sheet as JSON.

Data & AnalyticsData access / search

Requires authNot measured3 / 22Not checked yet
GravityAds MCP

Review authorized ad-account metrics with your AI assistant. Early access by invitation.

Data & AnalyticsData access / search

Requires authNot measured3 / 22Not checked yet
Jsonify

Collect web data, manage pipelines, query datasets, and explore dashboards with Jsonify.

Data & AnalyticsCode & DevOps

Requires authOutdated checkNot measured3 / 22
Kong Konnect

Manage Kong Konnect AI and API gateways, routes, plugins, and analytics from your agent.

Data & AnalyticsData access / search

Requires authNot measured3 / 22
Lanlan

Build a hosted website by chatting. Snapshots, forms, analytics. Hand off the dashboard. Walk away.

Data & AnalyticsData access / search

Requires authOutdated checkNot measured3 / 22
Link Center

Dynamic, editable QR codes + short links with scan analytics and branded QR rendering.

Data & AnalyticsData access / search

Requires authOutdated checkNot measured3 / 22
Lumin

Read-only access to a Lumin project's logs, metrics, uptime checks, alerts and infrastructure.

Data & AnalyticsMonitoring & observability

Requires authNot measured3 / 22Not checked yet
Maeve Social

A hosted MCP server for planning, scheduling, media, analytics, and social publishing.

Data & AnalyticsData access / search

Requires authOutdated checkNot measured3 / 22
Mapsource OpenStreetMap & Geospatial APIs

OpenStreetMap queries, maps/styles, search, routing, terrain, analysis, pipelines, and rendering.

Data & AnalyticsCode & DevOps

Requires authNot measured3 / 22Not checked yet

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