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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1829 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
AdvertiserLeads

Ecommerce brands that just started, scaled or stopped Meta ads, with store platform and pixels

Marketing & SalesData access / search

Requires authNot measured5 / 22Not checked yet
Adwarp

Open-source ad agent for LinkedIn Ads and Google Ads. Drafts campaigns, audiences and reports.

Marketing & SalesCode & DevOps

Requires authNot measured5 / 22Not checked yet
AfterLaunch: the agentic growth marketing engine

Growth marketing, SEO and GEO as agent tools: ranked moves, ship them, AI answer visibility.

Marketing & SalesData access / search

Requires authNot measured5 / 22Not checked yet
Agency AI – Meta & Google Ads Automation

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

Marketing & SalesAutomation & workflows

Requires authOutdated checkNot measured5 / 22
Agency Handy

Agency CRM, projects, tasks, invoices and proposals. Sign in with Agency Handy or use an API key.

Finance & CryptoPayments & trading

Requires authNot measured5 / 22Not checked yet
Agent Central

Hosted Amazon Seller Central and Amazon Ads MCP server for Claude, ChatGPT, Cursor, and agents.

Marketing & SalesAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
AgentFirstStack Tags

Tag manager with server-side conversions for GA4, Google Ads, Meta and TikTok, set up by an agent.

Marketing & SalesData access / search

Requires authNot measured5 / 22Not checked yet
AgentIQ

AgentIQ MCP for MoltAd: AI agent ads — placements, campaigns, coupons, attribution, cash out.

Marketing & SalesCode & DevOps

Requires authNot measured5 / 22Not checked yet
AgentShare — Solana DeFi Intelligence (Meteora DLMM) MCP

Solana DeFi MCP: Meteora DLMM brief+detail; Solana DEX scout. Commerce optional.

Finance & CryptoPayments & trading

Requires authNot measured5 / 22Not checked yet
AI SEO Tracker

Track brand visibility, citations, prompts & missing sources across ChatGPT, Perplexity, Gemini.

Marketing & SalesAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
AI-HIVE AIGC

Generate and edit images and videos for ecommerce, marketing and advertising with AI-HIVE.

Marketing & SalesCode & DevOps

Requires authNot measured5 / 22
AirysChat MCP Server

Operate AirysChat — conversations, CRM, AI Agents, Meta Business Agent, and WhatsApp campaigns.

Marketing & SalesCommunication & messaging

Requires authOutdated checkNot measured5 / 22
AltoRank

Readiness audits, Search Console, keyword research, and SEO drafts into a review queue.

Marketing & SalesData access / search

Requires authOutdated checkNot measured5 / 22
Anomalia

AI social autopilot: plan, write, design and publish posts, blog/SEO, news radar and leads.

Marketing & SalesCode & DevOps

Requires authOutdated checkNot measured5 / 22
anyCRM

A CRM for small business: clients, appointments, orders, stock, finances, taxes and integrations.

Finance & CryptoPayments & trading

Requires authOutdated checkNot measured5 / 22
API.SH

Public web data as JSON from around 1,000 websites: search, social media, e-commerce, jobs and more

E-commerceData access / search

Requires authNot measured5 / 22Not checked yet
Apollo.io

Prospect, enrich leads, and manage outreach sequences with Apollo.io.

Marketing & SalesCode & DevOps

Requires authOutdated checkNot measured5 / 22
App-Kit

SEO audit (400 checks), text readability and grammar check, PDF to images, image conversion.

MediaCode & DevOps

Requires authNot measured5 / 22Not checked yet
Appie.run

Reddit threads and reply drafts, LinkedIn leads, on-brand articles, chatbots and short links.

Marketing & SalesCode & DevOps

Requires authNot measured5 / 22Not checked yet
AppTrack Ninja

App Store and Google Play intelligence: apps, charts, keyword ranks, versions, ads, creatives.

Developer ToolsCode & DevOps

Requires authNot measured5 / 22Not checked yet
Argorant

Find B2B leads, check every email, write and send campaigns and sort replies from your own AI.

Marketing & SalesCommunication & messaging

Requires authOutdated checkNot measured5 / 22
Ask Your Audience

Test ideas, messages and ads with Human Digital Twins built from real people, in your AI assistant.

Marketing & SalesData access / search

Requires authNot measured5 / 22
AskYourStack

Let Claude, ChatGPT or Cursor manage your servers, sites and SEO, with approvals for risky actions.

Marketing & SalesAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
Atlas Data: Ads, Jobs & Trends

Google Trends, Google Ads Transparency, LinkedIn & TikTok ad libraries, Google Jobs via Apify.

Marketing & SalesCode & DevOps

Requires authNot measured5 / 22Not checked yet

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