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

1397 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
Flomailr

Design on-brand emails with your AI, preview them in chat, and send through server-side guardrails.

ProductivityCommunication & messaging

Requires authNot measured4 / 22
Flusia CRM

Italian CRM for SMBs: leads, quotes, tasks, invoices, WhatsApp and newsletters via 200+ MCP tools

Marketing & SalesPayments & trading

Requires authOutdated checkNot measured4 / 22
FluxSocial

Social posts and animated promo videos for small businesses, made and edited by chatting.

MediaAI / LLM tooling

Requires authNot measured4 / 22
FlyItalyADSB

Live and historical aircraft tracking from an open ADS-B/MLAT network, with a live map in chat

Marketing & SalesData access / search

Requires authNot measured4 / 22
Foundry: prepaid AI compute in USDF

Prepaid AI compute in USDF: models, quotes and chat with a receipt; pay per call (x402) or by key

Finance & CryptoPayments & trading

Requires authNot measured4 / 22Not checked yet
Frameo

AI video production, idea to final cut: generate, edit and assemble films, ads and social video.

MediaAI / LLM tooling

Requires authNot measured4 / 22
Fresh2Wow

Social media publishing from your assistant: brand voice, media, drafts, review, scheduling, metrics

Marketing & SalesData access / search

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

Freshchat customer support live chat MCP server: list conversations, read conversation, send reply.

Developer ToolsCode & DevOps

Requires authOutdated checkNot measured4 / 22
Galaxy Unit

Run a service business from chat: clients, jobs, quotes, invoices, payments, expenses.

Finance & CryptoPayments & trading

Requires authNot measured4 / 22
Gastro Cockpit

Plan shifts, cover sick days and check payroll for your restaurant, straight from the chat.

Finance & CryptoPayments & trading

Requires authOutdated checkNot measured4 / 22
Gemini Notebook (NotebookLM) MCP Server by useapi.net (third-party)

Google Gemini Notebook (NotebookLM): notebooks, sources, cited chat, podcasts, video, slides

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
Genviral

Plan, create, schedule, publish, and analyze social media content.

Marketing & SalesCode & DevOps

Requires authOutdated checkNot measured4 / 22
Get Shouting

Marketing MCP: social, email, SMS, CRM, paid ads, analytics. OAuth; confirm before send/spend.

Marketing & SalesCommunication & messaging

Requires authOutdated checkNot measured4 / 22
Gigonom

Small-business CRM, tasks, social posting, email campaigns, analytics and growth hypotheses

Marketing & SalesCommunication & messaging

Requires authNot measured4 / 22Not checked yet
GitResume

Turn your resume into a polished PDF and web page: import, build, check, and publish from chat.

ProductivityFile & docs

Requires authNot measured4 / 22
Go Shift

Manage Google, Meta, TikTok, Snapchat and LinkedIn ads, GA4, GTM and Search Console by chat.

Marketing & SalesData access / search

Requires authNot measured4 / 22
Google Ads

Read and manage your Google Ads account in chat.

Marketing & SalesData access / search

Requires authNot measured4 / 22
Google Flow Agent MCP Server by useapi.net (third-party)

Google Flow's agent: chat that plans and makes images and videos, approvals, your own media

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
Google News

Search and read the latest news in chat.

MediaData access / search

Requires authNot measured4 / 22
Google Search Console

Search rankings, clicks, and indexing for your site — in chat.

OtherData access / search

Requires authNot measured4 / 22
Goptin

One MCP server for all your work accounts: Slack, Teams, Google Chat, Jira, ClickUp, digest, tasks.

ProductivityCommunication & messaging

Requires authNot measured4 / 22Not checked yet
gotlinq

Save, search and shorten links from chat: bookmarks, short links, QR codes, UTM links, invoices.

Finance & CryptoPayments & trading

Requires authNot measured4 / 22
Green API WhatsApp

MCP gateway for WhatsApp via Green API: messaging, contacts, groups and instance management.

Developer ToolsCommunication & messaging

Requires authNot measured4 / 22Not checked yet
GuiaFlow

Build interactive product demos: guided tours, lead capture, WhatsApp CTA, AI copy/voice, analytics.

Data & AnalyticsCommunication & messaging

Requires authOutdated checkNot measured4 / 22

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