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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396 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
ChatbotX

Omnichannel customer messaging, CRM contacts, flows, sequences, broadcasts, and AI automation.

Marketing & SalesAutomation & workflows

Requires authNot measured6 / 22
Edgaze

Find and run AI workflows from the Edgaze marketplace in your agent. Sign in with OAuth.

Developer ToolsAutomation & workflows

Requires authNot measured6 / 22
Amo.ng

Discover and retrieve published Amo.ng Prompts, Workflows, and Skills.

OtherAutomation & workflows

Outdated checkNot measured5 / 22
Chirp Home Automation

Check, add and control the smart home sensors and automations in your own Chirp home.

OtherAutomation & workflows

UnreachableNot measured5 / 22
CTRL

Visual DeFi workflow automation on Base + Ethereum mainnet.

Finance & CryptoAutomation & workflows

UnreachableNot measured5 / 22
FlowSentry

Security scanner for n8n workflows + live MCP Trust-Check. 18 rules, OWASP mapped. Paid x402 API.

Developer ToolsAutomation & workflows

UnreachableNot measured5 / 22
FoundryNet — Industrial Machine Intelligence

Cross-OEM industrial machine intelligence: identity, normalization, automation, attestation.

Developer ToolsAutomation & workflows

UnreachableNot measured5 / 22
GitHub Dev Tools

GitHub security scanning, code audit, and workflow automation for repositories.

Developer ToolsAutomation & workflows

UnreachableNot measured5 / 22
UnreachableNot measured5 / 22
Kilo IoT Platform

The IoT platform where AI controls real-world devices: read, provision, automate and command.

OtherAutomation & workflows

Outdated checkNot measured5 / 22
UnreachableNot measured5 / 22
com.furrowforms/furrow-forms

Form backend an agent runs end to end: provision forms, snippets, spam, signed webhooks.

Developer ToolsAutomation & workflows

Requires authNot measured5 / 22Not checked yet
io.github.blinkboxhq/blinkbox

Open-source Zapier/n8n alternative as an MCP server: agents build, run and debug your workflows.

Developer ToolsAutomation & workflows

Requires authNot measured5 / 22Not checked yet
io.github.snoooz-ai/snoooz-mcp

AI email automation, follow-ups, training, previews, and mailbox troubleshooting.

Developer ToolsAutomation & workflows

Requires authOutdated checkNot measured5 / 22
io.github.spruikco/send16-mcp

Email for AI agents: send mail, manage contacts, automations & webhooks. Zero-DNS first send.

Developer ToolsAutomation & workflows

Requires authOutdated checkNot measured5 / 22
io.kaitoi/studio

Build and run visual creative-production workflows from your AI agent.

Developer ToolsAutomation & workflows

Requires authOutdated checkNot measured5 / 22
Agency AI – Meta & Google Ads Automation

Create, launch, and manage Meta + Google ads from Claude and ChatGPT.

Marketing & SalesAutomation & workflows

Requires authNot measured5 / 22
AgentLater

Agents make HTTP requests later, then get results, webhooks and wake-ups in a later session.

Developer ToolsAutomation & workflows

Requires authNot measured5 / 22
aictrl

Project context, backlog tasks, and controlled workflows for coding agents. OAuth sign-in.

Developer ToolsAutomation & workflows

Requires authNot measured5 / 22
AutoRender MCP

AutoRender's MCP server for media assets, transformations, delivery, and workflow automation.

Developer ToolsAutomation & workflows

Requires authNot measured5 / 22
Barvinca MCP

Inspect ACC administration data and run bounded, approval-gated bulk user workflows.

Developer ToolsAutomation & workflows

Requires authNot measured5 / 22
Bleep

Create Tasks and run Workflows in Bleep from Claude, ChatGPT, and other AI assistants.

OtherAutomation & workflows

Requires authNot measured5 / 22
Blog Automation

Write blog articles with AI and publish them to WordPress, Shopify and 30+ platforms.

E-commerceAutomation & workflows

Requires authNot measured5 / 22Not checked yet
BugBug

BugBug test automation workflows for AI agents

Developer ToolsAutomation & workflows

Requires authNot measured5 / 22

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