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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1843 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
AI Puffer

Manage your WordPress site from ChatGPT or Claude: posts, WooCommerce, SEO, images and upkeep.

E-commerceAI / LLM tooling

Requires authNot measured4 / 22
AIdata

Google Analytics, Search Console, Ads, CRM, Cloudflare and more for your sites, from your own AI.

Marketing & SalesData access / search

Requires authNot measured4 / 22Not checked yet
Airbridge GO

Read ad performance and create paused campaigns and creatives on Google, Meta, Apple Ads and TikTok.

Marketing & SalesData access / search

Requires authNot measured4 / 22
AIsa

Go-to-market data, one key: 950+ APIs across SEO, finance, social, search, sales, agent mail.

Finance & CryptoData access / search

Requires authOutdated checkNot measured4 / 22
Alvin's Club Studio

Product video ads for TikTok, YouTube Shorts and Instagram Reels from a product link.

MediaAI / LLM tooling

Requires authNot measured4 / 22
Amazon Seller MCP Server — AgentXray

Amazon Seller Central and Ads inside Claude, ChatGPT or Grok. Fees from your own settlements.

Marketing & SalesAI / LLM tooling

Requires authNot measured4 / 22
Amazon Seller MCP Server — AgentXray

Amazon Seller Central and Ads inside Claude, ChatGPT or Grok. Fees from your own settlements.

Marketing & SalesAI / LLM tooling

Requires authNot measured4 / 22
Angi MCP Server and API by Cotlet

Angi home services marketplace MCP server: list leads, message a homeowner, set lead status.

Marketing & SalesData access / search

Requires authOutdated checkNot measured4 / 22
AnotherSEOGuru App

Search Console data, SEO fixes, site audit, ranks, tasks and AI visibility from AnotherSEOGuru App.

Marketing & SalesData access / search

Requires authNot measured4 / 22
Anvil CRM

A lightweight, agentic CRM for growing businesses. Let AI assistants keep every account current.

Marketing & SalesData access / search

Requires authNot measured4 / 22
AnvilAds

Read-only access to AnvilAds data: campaigns, performance, reports, ad grades, and leads.

Marketing & SalesData access / search

Requires authNot measured4 / 22Not checked yet
Apparent

Mobile app analytics in plain words: live activity, reviews and sales, ads, and why a number moved.

Data & AnalyticsData access / search

Requires authNot measured4 / 22Not checked yet
AppGazers

App Store and Google Play revenue and download estimates, keywords, reviews, rankings and ads.

Marketing & SalesData access / search

Requires authNot measured4 / 22
AppHitlist

App Store research: new winning apps, chart risers, revenue figures, complaints and Meta ads.

Marketing & SalesData access / search

Requires authNot measured4 / 22Not checked yet
Apple Search Ads

Manage Apple Ads campaigns and reporting in chat.

Marketing & SalesData access / search

Requires authNot measured4 / 22
Arclo

Rankings, Search Console, technical SEO, content and AI-search scores, and lead data for your sites.

Marketing & SalesData access / search

Requires authOutdated checkNot measured4 / 22
Argosor — Unified SEO, SERP, Clean Markdown & GEO (AI Citation Visibility) MCP Server

Unified 15-tool SEO, SERP, clean Markdown & GEO (LLM citation Share-of-Voice) MCP server.

Marketing & SalesFile & docs

Requires authNot measured4 / 22Not checked yet
ASA Condor

Run Apple Search Ads from Claude: performance, recommendations, keywords, budgets, launches.

Marketing & SalesData access / search

Requires authNot measured4 / 22
Askline

Askline shows what ChatGPT says about a brand, then the SEO that feeds it.

Marketing & SalesAI / LLM tooling

Requires authNot measured4 / 22
Asonix

ASO for your AI: keywords, rankings, competitors and ads across 2.5M+ App Store apps.

Marketing & SalesData access / search

Requires authNot measured4 / 22Not checked yet
Atlasemoji

AI-ready GIS, geofencing, DataSynch, CRM, inventory, routing, APIs, telemetry and workflows.

Marketing & SalesAutomation & workflows

Requires authNot measured4 / 22Not checked yet
Atomiq

Read email marketing reports, segments and customers, and draft campaigns for review.

Marketing & SalesCommunication & messaging

Requires authNot measured4 / 22
Atrix AI

Work, docs, CRM, calendar, chat and hiring for small teams. OAuth 2.1 with scoped, audited access.

ProductivityFile & docs

Requires authOutdated checkNot measured4 / 22
Attaché

GA4, Google Ads and Search Console in Claude. Read-only OAuth, multi-account for agencies.

Marketing & SalesData access / search

Requires authOutdated checkNot measured4 / 22

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