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
com.reportingninja/reporting-ninja

Query marketing data across 20+ ad platforms; with write access, create, schedule and share reports.

Marketing & SalesData access / search

Requires authOutdated checkNot measured4 / 22
com.themineworks/ecommerce-intel-mcp

Product intel: Amazon, AliExpress, Shopify, TikTok Shop, ads and search interest.

E-commerceData access / search

Requires authOutdated checkNot measured4 / 22
com.themineworks/lead-generation-mcp

B2B and local lead gen: verified emails, site contacts, Maps and Yellow Pages leads.

Marketing & SalesCommunication & messaging

Requires authOutdated checkNot measured4 / 22
io.campaignstack/campaignstack

Run B2B outreach from your AI agent: 250+ tools for campaigns, leads, LinkedIn and email workflows.

Marketing & SalesCommunication & messaging

Requires authNot measured4 / 22Not checked yet
io.github.Adgentek/adsmcp

MCP-native ad server. Monetize AI chatbots and agents with conversational ads.

Developer ToolsCode & DevOps

Requires authOutdated checkNot measured4 / 22
io.github.alordincans/rankdelta

Open-source AI SEO over MCP: audits, ranks, keywords, backlinks + AI visibility (GEO).

Developer ToolsCode & DevOps

Requires authNot measured4 / 22
io.github.louislili/geo-agent-mcp

GEO Agent Server. Injects product knowledge and SEO landing pages into geo.yigather.com.

Developer ToolsCode & DevOps

Requires authOutdated checkNot measured4 / 22
io.github.mgthompo1/anchorr-mcp

Agent-native CRM. 25 tools — contacts, deals, sequences, enrichment waterfall, audit log.

Developer ToolsCode & DevOps

Requires authOutdated checkNot measured4 / 22
io.github.polnikale/sequenzy-mcp

Sequenzy MCP server for AI-powered email marketing automation.

Marketing & SalesAutomation & workflows

Requires authOutdated checkNot measured4 / 22
io.github.sugar-co-dev/roc-mcp-server

Creator commerce intelligence for TikTok Shop brands — benchmarks, ROC calculator, and brand fit.

Developer ToolsCode & DevOps

Requires authOutdated checkNot measured4 / 22
io.github.topofgames/la-ei-romania

Romanian classified ads and business directory. Search 30K+ businesses, ads, exchange rates.

Developer ToolsData access / search

Not measuredNot measured4 / 22
io.reachium/linkedin

LinkedIn campaigns, content, leads and inbox from your AI client. Scoped, revocable keys.

Marketing & SalesCommunication & messaging

Requires authOutdated checkNot measured4 / 22
io.snov/snov-mcp-server

Snov.io: lead discovery, email verification, enrichment, CRM, and LinkedIn automation actions.

ProductivityAutomation & workflows

Requires authOutdated checkNot measured4 / 22
io.styleforge/mcp

Brand-aware creative studio for Claude: 200+ tools for on-brand ads, video, email and campaigns.

Marketing & SalesCommunication & messaging

Requires authOutdated checkNot measured4 / 22
net.sitesai/app

SitesAI App for civil/earthworks contractors: leads, jobs, shifts, dockets, sites, compliance.

Marketing & SalesData access / search

Requires authNot measured4 / 22Not checked yet
studio.sprid/sprid

Marketing for developers with apps in the stores: plan, publish and read the results.

Marketing & SalesData access / search

Requires authOutdated checkNot measured4 / 22
17hats MCP Server and API by Cotlet

17hats solo service business CRM MCP server: add contact, create project, send quote, send invoice.

Finance & CryptoPayments & trading

Requires authOutdated checkNot measured4 / 22
360Nook

360Nook CRM: contacts, conversations, appointments, opportunities, workflows. Sign in with OAuth.

Marketing & SalesAutomation & workflows

Requires authNot measured4 / 22
3Bids Contractor

Contractor operations on 3Bids: CRM, jobs, dispatch, estimates, invoicing, calls, and reports.

Marketing & SalesData access / search

Requires authOutdated checkNot measured4 / 22
A/B Simulate by Jacquard

Simulates an A/B test between 2 to 20 drafts of marketing copy and predicts the winner.

Marketing & SalesData access / search

Requires authNot measured4 / 22
Actually Asked

Manage your website FAQ, visitor questions and leads, with answers written from your own pages.

Marketing & SalesData access / search

Requires authNot measured4 / 22
Ad Radar

Search winning Meta ads with $50k+ in estimated spend, read hooks and scripts, and draft briefs.

Marketing & SalesData access / search

Requires authNot measured4 / 22Not checked yet
adai

E-commerce product photo tools: new backgrounds, model scenes, upscale and more.

E-commerceData access / search

Requires authOutdated checkNot measured4 / 22
AdCab

Yandex Direct, Metrica, Wordstat, VK Ads and Avito Ads in chat. Changes need your confirmation.

Marketing & SalesData access / search

Requires authOutdated checkNot measured4 / 22

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