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

1391 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
ConverZAP — WhatsApp (official API)

WhatsApp via the official Meta API: contacts, conversations, messages, CRM deals and campaigns.

Marketing & SalesCommunication & messaging

Requires authNot measured5 / 22Not checked yet
Convocore

Build, test and manage customer-facing AI voice and chat agents (web, WhatsApp, phone) from chat.

Developer ToolsCommunication & messaging

Requires authOutdated checkNot measured5 / 22
CoreSpeed

One MCP for any agent: your connected apps, shared memory, web search, social data and media tools.

Developer ToolsData access / search

Requires authOutdated checkNot measured5 / 22
Creatif Space

Get content approved & published faster: draft, send approval links and publish from your AI chat.

Developer ToolsCode & DevOps

Requires authOutdated checkNot measured5 / 22
Crixin Voice

Give your AI a real phone: place calls, send SMS, fetch recordings and transcripts. Local or hosted.

ProductivityCommunication & messaging

Requires authNot measured5 / 22Not checked yet
Dagon Inference

Uncensored LLM inference: list models, chat, create keys, buy credits with Solana USDC.

Finance & CryptoPayments & trading

Requires authNot measured5 / 22Not checked yet
DarkFunnels

WhatsApp AI sales agent on your own number via QR, no Meta API: audit chats, edit playbook, orders.

Developer ToolsCommunication & messaging

Requires authNot measured5 / 22
Data Gleaner

Pay-per-result web data tools: company contacts and emails, leads, China social, apps.

Marketing & SalesCommunication & messaging

Requires authNot measured5 / 22Not checked yet
Dial

Communication stack for AI agents: SMS, AI voice calls, phone numbers, and account events.

Developer ToolsCode & DevOps

Requires authOutdated checkNot measured5 / 22
Dilohost

Hosting run by your AI agent: publish websites, apps, databases, domains and email from chat.

Developer ToolsDatabase

Requires authOutdated checkNot measured5 / 22
DiscordServers

Search Discord server listings, and manage your own servers once you sign in.

OtherCommunication & messaging

Requires authOutdated checkNot measured5 / 22
Distinctful

Plan, draft, and analyze organic social content from your Distinctful workspace.

OtherOther

Requires authNot measured5 / 22
DormBix

Manage Thai rental dorms by chat: rooms, tenants, invoices, meters. Writes need approval.

Real Estate & PropertyPayments & trading

Requires authOutdated checkNot measured5 / 22
Ecommerce Trends API

Product and category demand signals across Amazon and social. Free key at trendsapi.ai

E-commerceData access / search

Requires authNot measured5 / 22Not checked yet
Email Verify

Verify email addresses in chat: real-time deliverability checks with a clear verdict.

Developer ToolsCommunication & messaging

Requires authNot measured5 / 22
Famulor

Manage AI assistants, history, calls, campaigns, contacts, knowledge, messaging, and automations.

Marketing & SalesAutomation & workflows

Requires authOutdated checkNot measured5 / 22
FavCRM

Agentic CRM for service businesses — bookings, customers, WhatsApp, loyalty, invoicing.

Marketing & SalesCommunication & messaging

Requires authNot measured5 / 22Not checked yet
Fezola

Read, search and draft replies across all your mailboxes, Google Chat and Telegram.

OtherCommunication & messaging

Requires authOutdated checkNot measured5 / 22
Ficiel MCP

Read and search your Instagram, WhatsApp and LinkedIn DMs and prepare follow-ups you approve.

Developer ToolsCommunication & messaging

Requires authNot measured5 / 22Not checked yet
FrameOS

Turn long videos into captioned, reframed short clips, thumbnails, and social posts.

MediaAI / LLM tooling

Requires authNot measured5 / 22
Fyreflock

Talk to a real person who passed a live camera check and play 25 games, right in your AI chat.

Developer ToolsCode & DevOps

Requires authOutdated checkNot measured5 / 22
GEN

GEN is the creative AI video engineer. Free editor/social publishing; AI credits via card/x402.

MediaCode & DevOps

Requires authNot measured5 / 22Not checked yet
GitHubCard

Create GitHub profile and repository cards for READMEs, link previews and social posts.

Developer ToolsCode & DevOps

Requires authNot measured5 / 22Not checked yet
Grupy

Summarize, search, and manage your own WhatsApp groups from any MCP client.

Developer ToolsCommunication & messaging

Requires authNot measured5 / 22Not checked yet

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