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
Merge & Deduplicate Datasets (Ctrio Lab)

Merge Apify datasets and remove duplicates by any fields, keeping the first or the newest copy.

Data & AnalyticsData access / search

Requires authNot measured3 / 22Not checked yet
Muninx MCP Server

Remote MCP server for managing Muninx tickets, messages, ticket search, and support analytics.

Data & AnalyticsData access / search

Requires authNot measured3 / 22Not checked yet
Muvia BI

Company and industrial data for AI assistants: datasets, SQL, dashboards, alarms, with approvals.

Data & AnalyticsDatabase

Requires authNot measured3 / 22
NinoxNet

Ninox ERP by NinoxNet: manage inventory, sales, HR and goals, and build in-app dashboards.

Data & AnalyticsData access / search

Requires authOutdated checkNot measured3 / 22
Nodle IoT Dashboard

Fleets, devices, detections and webhooks on the Nodle Bluetooth Low Energy network.

Data & AnalyticsAutomation & workflows

Requires authNot measured3 / 22
Nvoip MCP Server

Secure Nvoip MCP server for reports, call analytics, service quality, and business insights.

Data & AnalyticsData access / search

Requires authNot measured3 / 22Not checked yet
Oktio.app

Instagram analytics, media kits, bio link and brand deals for creators, from your AI assistant.

Data & AnalyticsData access / search

Requires authNot measured3 / 22
OXVO Insights

Read-only OXVO Insights analytics: list tracked events and run queries for one app you authorize.

Data & AnalyticsData access / search

Requires authNot measured3 / 22
PanDev Metrics

Query PanDev Metrics analytics and reporting data

Data & AnalyticsCode & DevOps

Requires authNot measured3 / 22Not checked yet
Phishnoo Sandbox

Explore synthetic security awareness metrics and file example threat reports.

Data & AnalyticsData access / search

Requires authNot measured3 / 22Not checked yet
Placepoint Datasets

Create, edit and analyse your own map datasets in Placepoint Fusion. Requires a Placepoint licence.

Data & AnalyticsData access / search

Requires authOutdated checkNot measured3 / 22
PostZen

Schedule and publish social posts, manage the inbox, and read analytics across 10 platforms

Data & AnalyticsCommunication & messaging

Requires authOutdated checkNot measured3 / 22
Precip

Weather history, nowcasts, forecasts, and soil data for saved locations or any US or Canada point.

Data & AnalyticsData access / search

Requires authNot measured3 / 22
Pulse Analytics MCP server

Read-only web analytics from Pulse: your sites, totals, trends, breakdowns and realtime visitors.

Data & AnalyticsData access / search

Requires authOutdated checkNot measured3 / 22
QR Manager

Dynamic QR codes and short links with real-time analytics and AI/MCP integration.

Data & AnalyticsData access / search

Requires authNot measured3 / 22Not checked yet
Recharge Merchant MCP

Read-only Recharge store analytics: metrics, dimensions, and governed queries in plain language.

Data & AnalyticsData access / search

Requires authNot measured3 / 22
ReviewBot App Reviews

Read collected App Store and Google Play reviews and bounded feedback statistics.

Data & AnalyticsCode & DevOps

Requires authOutdated checkNot measured3 / 22
Rockmoon Financial Data

Cross-market (US/JP/KR) structured financials, segments, ownership & metrics, traceable to filings.

Data & AnalyticsData access / search

Requires authNot measured3 / 22Not checked yet
Rowmeld: Merge Datasets & Remove Duplicates

Rowmeld: merge Apify datasets and remove duplicate rows with smart matching; new rows only.

Data & AnalyticsData access / search

Requires authNot measured3 / 22Not checked yet
Sarkoa

Host and serve geospatial files: list, upload, download, and share via Sarkoa.

Data & AnalyticsData access / search

Requires authNot measured3 / 22Not checked yet
Schedii

Publishing, scheduling, analytics, ads, AI, sites, flows... everything. Anywhere, anytime, for all.

Data & AnalyticsData access / search

Requires authOutdated checkNot measured3 / 22
SERP.technology

Read workspaces, sites, keywords, articles and analytics from the SERP.technology SEO platform.

Data & AnalyticsBrowser & web scraping

Requires authOutdated checkNot measured3 / 22
SigParser

Query contacts, companies, relationships, and communication metrics from SigParser.

Data & AnalyticsData access / search

Requires authOutdated checkNot measured3 / 22
Sinkto.Link

Free URL shortener: manage short links, QR codes and click analytics from AI clients.

Data & AnalyticsData access / search

Requires authNot measured3 / 22Not checked yet

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