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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1845 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
io.github.PrometheusAgency/shopify-app-store-scraper

Scrape Shopify App Store apps, full review histories and catalog. E-commerce market research.

E-commerceBrowser & web scraping

Requires authNot measured3 / 22Not checked yet
io.wordlift/mcp-server

Knowledge Graph, GraphQL, GS1 Digital Link and SEO tools for semantic content optimization.

Developer ToolsCode & DevOps

Requires authOutdated checkNot measured3 / 22
ActuallyCare

Real-estate platform for agents: escrows, listings, clients, leads, and commissions. OAuth login.

Real Estate & PropertyData access / search

Requires authNot measured3 / 22
AdAce Ads

Manage Google, Meta, LinkedIn, Microsoft, TikTok, Snapchat and Reddit ads in AI chat, with approvals

Marketing & SalesData access / search

Requires authOutdated checkNot measured3 / 22
AdAdvisor MCP Server

Query Meta Ads performance data — accounts, campaigns, ad sets, ads, metrics & settings.

Marketing & SalesData access / search

Requires authNot measured3 / 22Not checked yet
Adbloop Meta Ads

Meta Ads MCP: bulk-create Facebook & Instagram ads across accounts from Drive folders, guardrailed.

Marketing & SalesData access / search

Requires authNot measured3 / 22
Admaxxer

AI-powered DTC analytics & ads manager for Meta + Google

Data & AnalyticsData access / search

Requires authOutdated checkNot measured3 / 22
Ads Lighthouse MCP

Access saved Google and Bing brand-search ad observations and reports through Ads Lighthouse.

Developer ToolsCode & DevOps

Requires authOutdated checkNot measured3 / 22
AdsTurbo

AI ad creatives: clone reference ads, AI spokesperson videos, video generation, translation, images.

MediaCode & DevOps

Requires authNot measured3 / 22Not checked yet
AdWhiz — Google & Meta Ads MCP Server

Google & Meta Ads management with 100+ tools. Audit, create, and optimize campaigns.

Marketing & SalesCode & DevOps

Requires authOutdated checkNot measured3 / 22
AgentFabrica

Read your AgentFabrica marketing panel and queue social posts for human approval.

Marketing & SalesCode & DevOps

Requires authNot measured3 / 22
Agentic Sellar

Managed Amazon Seller Central and Ads access for OAuth-capable MCP clients.

Developer ToolsCode & DevOps

Requires authOutdated checkNot measured3 / 22
Requires authNot measured3 / 22Not checked yet
AIOD Discounts & Free Gift

Create, edit and analyse AIOD Shopify discounts: BOGO, free gift, tiered, volume, bundle, upsell

E-commerceData access / search

Requires authNot measured3 / 22
Airbnb Professional Host Leads

Airbnb professional hosts and property managers by city with business email, phone and company name

TravelCommunication & messaging

Requires authNot measured3 / 22Not checked yet
Akeda ERP

Official Akeda ERP connector for tasks, CRM, chats, documents, finance and operations.

Marketing & SalesFile & docs

Requires authOutdated checkNot measured3 / 22
Amazon Brasil Sellers com CNPJ — Leads B2B e Receita Federal

Vendedores da Amazon Brasil com CNPJ conferido na Receita Federal: razão social, porte e sócios

GovernmentCode & DevOps

Requires authOutdated checkNot measured3 / 22
Amdahl

Outbound optimization: messages in the sender's voice, and answers from your calls and CRM deals.

Marketing & SalesData access / search

Requires authNot measured3 / 22
API Tool Calls

94 tools, one small door: home costs, fitness, QR, barcodes, Markdown, SEO, recalls.

Developer ToolsFile & docs

Requires authNot measured3 / 22Not checked yet
AppGoblin - App Store ASO & App Intel

Research iOS and Android apps, use keyword marketing tools, see app installs, revenue and sdks.

Marketing & SalesData access / search

Requires authNot measured3 / 22Not checked yet
Atende Direito

CRM for Brazilian law firms: contacts, pipeline, chat, lawsuits

LegalKnowledge & memory

Requires authNot measured3 / 22
ATLASS OS

184 MCP tools for field-service CRM, scheduling and double-entry accounting. Hosted; BYO agent.

Finance & CryptoCode & DevOps

Requires authNot measured3 / 22Not checked yet
Auditmoss: SEO Audit & Broken Link Checker

Auditmoss: crawl a whole site for SEO issues and broken links; a 0-100 score per page.

Marketing & SalesBrowser & web scraping

Requires authNot measured3 / 22Not checked yet
AXL — Run Sales, Marketing & Courses with Your AI

Build a landing page, publish after approval, and capture form signups in AXL CRM.

Marketing & SalesData access / search

Requires authOutdated checkNot measured3 / 22

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