MCP HeartbeatTHE MCP OBSERVATORY
Public workspace

Explore

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.

Connect your agent

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
AuditAE SEO MCP

SEO MCP: Search Console, GA4, SERP and domain data, rank tracking, AI citations and site fixes.

Marketing & SalesKnowledge & memory

Requires authNot measured4 / 22
Auditor IA

Audit B2B prospect lists before enrichment, CRM import or outreach.

Marketing & SalesData access / search

Requires authNot measured4 / 22Not checked yet
Aurentia

Your Aurentia workspace — projects, CRM, tasks, deliverables — in Claude, Cursor or any MCP client.

Marketing & SalesData access / search

Requires authOutdated checkNot measured4 / 22
Autron

Read and manage the Amazon Ads accounts connected to Autron.

Marketing & SalesData access / search

Requires authNot measured4 / 22
Aveco

Inspect outreach delivery, campaigns, leads and pipeline; prepare sequence drafts. Read-only.

Marketing & SalesData access / search

Requires authNot measured4 / 22
AxiTrace

E-commerce revenue, ROAS, campaigns, traffic sources and order journeys from server-side tracking.

E-commerceData access / search

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

Bark professional services lead marketplace MCP server: list new leads, get lead details.

Marketing & SalesData access / search

Requires authOutdated checkNot measured4 / 22
Bayut MCP Server and API by Cotlet

Bayut uae property marketplace MCP server: publish listing, edit listing, list leads.

Marketing & SalesData access / search

Requires authOutdated checkNot measured4 / 22
Berrys AI

Your agent turns product photos into on-brand listing images, ads, and short videos on one canvas.

MediaCode & DevOps

Requires authOutdated checkNot measured4 / 22
BioFlow

Manage BioFlow link-in-bio pages, blocks, leads, and analytics from AI agents.

Marketing & SalesData access / search

Requires authNot measured4 / 22
BirdSift

Search local businesses, manage saved leads, and draft cold-outreach email from your workspace.

Marketing & SalesCommunication & messaging

Requires authNot measured4 / 22Not checked yet
Birinchi Shop — CPA partner API

CPA affiliate network in Uzbekistan: offers, tracking links, orders, stats, Meta ads for partners.

Marketing & SalesData access / search

Requires authOutdated checkNot measured4 / 22
Blend MCP

Manage Google, Meta, TikTok, Microsoft, Pinterest, Amazon, LinkedIn & Reddit ads from your AI

Marketing & SalesData access / search

Requires authNot measured4 / 22
BlightBee

AI short-form video marketing: trends, drafts, scheduling, insights and Autopilot with a spend cap.

Marketing & SalesData access / search

Requires authNot measured4 / 22Not checked yet
Blocsmith

Edit, publish and look after Blocsmith websites: pages, blog, SEO, images, stats and enquiries.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
Bloom MCP Server and API by Cotlet

Bloom creative business CRM MCP server: create lead, create project, send invoice, send contract.

Finance & CryptoPayments & trading

Requires authOutdated checkNot measured4 / 22
Bloomerang MCP Server and API by Cotlet

Bloomerang nonprofit donor CRM MCP server: search constituents, record received gift.

Marketing & SalesData access / search

Requires authOutdated checkNot measured4 / 22
BootLeads

Ecommerce leads: search millions of online stores by platform, tech stack and apps, with contacts.

E-commerceData access / search

Requires authNot measured4 / 22
Brandloupe Index

Weekly data on 600k+ Shopify stores: launches, best sellers, prices, apps and similar stores.

E-commerceData access / search

Requires authNot measured4 / 22
BrandMov

Track competitors' Meta ads, save swipe files and run Meta campaigns from Claude, ChatGPT or Cursor.

Marketing & SalesAI / LLM tooling

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

BrightLocal local SEO management MCP server: list locations, get rank tracker report.

Marketing & SalesData access / search

Requires authOutdated checkNot measured4 / 22
Brightly

Run your Brightly account from your AI agent: leads, conversations, appointments, sequences.

Marketing & SalesData access / search

Requires authNot measured4 / 22
budgetSEO

Affordable SEO & GEO data: rank tracking, keywords, competitors, AI visibility.

Marketing & SalesData access / search

Requires authNot measured4 / 22Not checked yet
BuildWorkPro

Construction management for subcontractors: bids, projects, pay apps, change orders and CRM.

Marketing & SalesData access / search

Requires authNot measured4 / 22

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