MCP HeartbeatTHE MCP OBSERVATORY
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Evidence for your next connection.

Independent measurements of remote MCP servers. Every observation has a timestamp.

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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
Serhat Altunoğlu: AI automation and Visibility Check

Read-only tools: Serhat Altunoğlu's profile, services, AI automation guides, Visibility Check

OtherAutomation & workflows

Outdated check102 ms13 / 22
Agent Rescue Desk Production Triage

Read-only triage for n8n, MCP, webhook, and AI agent workflow production failures.

Developer ToolsAutomation & workflows

Outdated check106 ms13 / 22
Involve Media

Free local business checkup (Google, reviews, AI answers), plus web, SEO and automation services.

Marketing & SalesAutomation & workflows

Responded154 ms13 / 22
Soxoa Automation Planning

Plan automation pilots, estimate illustrative ROI and prioritize workflows. Public, no account.

OtherAutomation & workflows

Outdated check185 ms13 / 22
com.brainonbnb/bobai

Before any BSC trade: free honeypot/rug check, rug alarm (no webhook), PancakeSwap route + fee tiers

OtherAutomation & workflows

Responded199 ms13 / 22
ac.tandem/docs-mcp

Remote MCP server for Tandem docs, install guides, SDKs, workflows, and agent setup help.

Developer ToolsAutomation & workflows

Responded350 ms13 / 22
KATA Research Automation

Deterministic research automation with live OpenAlex search and reusable workflow programs.

Developer ToolsAutomation & workflows

Responded459 ms13 / 22
Opafex

Helps UK small business owners decide where AI fits: what to automate first, data checks, payback.

OtherAutomation & workflows

Outdated check474 ms13 / 22
codefmt

Format/lint JS, Python, HubL for automation platforms. Tools: format_code, format_json, ask_codefmt

OtherAutomation & workflows

Outdated check495 ms13 / 22
LLM API Pricing and Automation Tools by shurco.ai

Daily LLM API prices, cost estimates and automation ROI tools from shurco.ai

OtherAutomation & workflows

Outdated check544 ms13 / 22
Mash Prime

Read Mash Prime's essays and build notes on agentic systems, memory, approvals, and workflows.

ProductivityAutomation & workflows

Outdated check560 ms13 / 22
Vektro

Specialist workflows for marketing, web, content and automation. Paid account; OAuth required.

Marketing & SalesAutomation & workflows

Outdated check639 ms13 / 22
Northside Intelligence WebMCP

12 WebMCP tools for AI agents: lead automation, site audits, market briefs, grants, commerce.

Developer ToolsAutomation & workflows

Responded641 ms13 / 22
313 Automations

Read-only facts, starting prices, pages as Markdown and site search for 313 Automations, Lahore.

OtherAutomation & workflows

Outdated check752 ms13 / 22
Croncool Cron Jobs

Check your cron jobs, recent runs, workflows and webhooks, and run a job now when you confirm.

OtherAutomation & workflows

Outdated check880 ms13 / 22
The AI Integration Hub

Search 1,000+ practical AI use cases by industry and workflow, with AI consulting services.

OtherAutomation & workflows

Outdated check1132 ms13 / 22
Imagelato Image Processing

Set up image processing templates and check batch results, projects and webhooks.

MediaAutomation & workflows

Outdated check1167 ms13 / 22
viaSocket

Build and run automations across 2,300+ apps and build app integrations from any MCP client.

Developer ToolsAutomation & workflows

Outdated check1493 ms13 / 22
Automate America

Find skilled professionals and open work, and act for a member with their consent.

OtherAutomation & workflows

Outdated check2626 ms13 / 22
Tick

Next cron run times in any IANA timezone, with DST gap and fold warnings.

OtherAutomation & workflows

Outdated check58 ms12 / 22
Enboarder MCP by usefulapi

Read workflows, forms and brands; launch, update and cancel workflows in Enboarder.

Developer ToolsAutomation & workflows

Outdated check61 ms12 / 22
Epoch Calculator

Unix timestamps, DST-aware time zone conversion, durations, cron schedules, and holiday countdowns

OtherAutomation & workflows

Outdated check70 ms12 / 22
Hire Solidmade

Hire a studio for Shopify, web, automation and data jobs: live services, USD prices, quote requests.

E-commerceAutomation & workflows

Responded73 ms12 / 22
3D2HOLO

Lenticular printing toolkit for AI: pitch test charts, print quotes, and workflow guides.

Developer ToolsAutomation & workflows

Responded79 ms12 / 22

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