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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180 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
Elasticflow

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

Data & AnalyticsAutomation & workflows

Requires authOutdated checkNot measured3 / 22
Execute automation-weaver-mcp

Premium agentic endpoint for automation-weaver-mcp.

Developer ToolsAutomation & workflows

Requires authNot measured3 / 22Not checked yet
FlowRunner Prompt to Flow

Describe an automation in plain English and get a working FlowRunner flow with approval steps.

OtherAutomation & workflows

Requires authOutdated checkNot measured3 / 22
Irmu — Web Data MCP

Web scraping, browser automation, screenshots and AI data extraction for AI agents via MCP.

Developer ToolsBrowser & web scraping

Requires authOutdated checkNot measured3 / 22
Nodle IoT Dashboard

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

Data & AnalyticsAutomation & workflows

Requires authOutdated checkNot measured3 / 22
Peerivo Watch

Web search, data extraction and controlled browser automation for AI assistants via OAuth.

Developer ToolsData access / search

Requires authOutdated checkNot measured3 / 22
ai.smithery/cpretzinger-ai-assistant-simple

UPDATED 9/1/2025! NEW TOOLS! Use the Redis Stream tools with n8n MCP Client Node for use anywhere!…

Developer ToolsDatabase

Requires authNot measured2 / 22Not checked yet
com.httpstatus/mcp-server

AI-callable tools for API mocking, testing, monitoring, security, and automation.

Developer ToolsMonitoring & observability

Requires authOutdated checkNot measured2 / 22
io.github.philmccarty/amazon-advertising-ppc-prophet

Amazon Ads MCP with 27+ tools for analytics, wasted spend, and automation.

Marketing & SalesAutomation & workflows

Requires authNot measured2 / 22Not checked yet
Consulate - AI Dispute Resolution (Crypto + Traditional + General)

Unified dispute resolution: crypto, payments, SLA violations. 95% AI automation.

Finance & CryptoAutomation & workflows

Requires authNot measured2 / 22Not checked yet
TinyFish AI Web Agent

AI-powered web automation. Navigate websites using AI agents for one page or a thousand

Developer ToolsAutomation & workflows

Not measuredNot measured2 / 22
TinyFish AI Web Agent

AI-powered web automation. Navigate websites using AI agents for one page or a thousand

Developer ToolsAutomation & workflows

Requires authOutdated checkNot measured2 / 22

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