MCP HeartbeatTHE MCP OBSERVATORY
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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

41714 servers

Ordered by checks passed
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
HirePulse Commerce Research

11 commerce tools: product data, store discovery, merchant evidence. 10 free calls a day, then USDC.

Developer ToolsCode & DevOps

Responded248 ms15 / 22
Cerebras MCP by usefulapi

List models, read model details and send chat messages in Cerebras.

Developer ToolsCode & DevOps

Responded248 ms15 / 22
Agiloft MCP by usefulapi

List tables, read records and search a knowledgebase in Agiloft.

Developer ToolsData access / search

Responded248 ms15 / 22
tickadoo Experiences and Events

Discover and book theatre, tours, attractions, and live experiences worldwide. No API key required.

Developer ToolsCode & DevOps

Responded248 ms15 / 22
Appointo MCP by usefulapi

Read Appointo bookings, availability and subscriptions; create, reschedule and cancel bookings.

Developer ToolsPayments & trading

Responded249 ms15 / 22
YouTube Transcript + YouTube Search MCP

YouTube transcripts, search, channel browsing, and playlists for AI agents via MCP.

MediaData access / search

Responded250 ms15 / 22
Auvik MCP by usefulapi

Read devices, networks, alerts and statistics; dismiss alerts in Auvik.

Data & AnalyticsData access / search

Responded250 ms15 / 22
GospelChannel Church Finder

Find a Christian church by worship style, denomination, language, and location. Read-only.

Developer ToolsCode & DevOps

Responded251 ms15 / 22
Remap

Remap generates routes for cycling, running and walking anywhere on Earth.

OtherAI / LLM tooling

Responded251 ms15 / 22
pl.numertel/numertel

Polish phone number lookup: who called, spam and scam checks, UKE DNO registry, CERT phishing stats

OtherData access / search

Responded251 ms15 / 22
VerifyMCP

Independent trust scores, tool surfaces and change history for MCP servers.

Developer ToolsCode & DevOps

Responded251 ms15 / 22
ArcFlow Destiny Matrix

Calculate a Destiny Matrix (numerology) reading from one or two dates of birth. Read-only, no auth.

Developer ToolsCode & DevOps

Responded252 ms15 / 22
Lake Level MCP

Live US lake and reservoir water levels from USGS, USACE, CDEC, USBR and TWDB gauges.

Developer ToolsCode & DevOps

Responded252 ms15 / 22
Context Atlas

Find llms.txt, docs, MCP servers, skills and CLIs for a tech stack, for coding agents.

Developer ToolsCode & DevOps

Responded255 ms15 / 22
BillionVerify

Email verification for AI agents: verify single or bulk emails, check credits and history.

Developer ToolsCommunication & messaging

Responded255 ms15 / 22
Bibelstudium MCP

Wortgetreue deutsche Bibelarbeit: Grundtext, Morphologie, Konkordanz, Querverweise

Developer ToolsCode & DevOps

Responded255 ms15 / 22
Kairos Research

Base wallet activity and contract checks, web/PDF to Markdown, by an AI agent (x402).

Finance & CryptoPayments & trading

Responded256 ms15 / 22
NameWheel

Fair random picks with the wheel in your chat: pick names, split teams, run certified draws.

Developer ToolsCode & DevOps

Responded256 ms15 / 22
Panal

Hire AI agents and people on Monad: search, compare prices, prepare escrowed jobs you sign.

OtherData access / search

Responded256 ms15 / 22
Billify MCP by usefulapi

Read clients, offers and invoices; create clients and offer drafts in Billify.

Finance & CryptoPayments & trading

Responded256 ms15 / 22
APITemplate.io MCP by usefulapi

Generate PDFs and images with APITemplate.io from templates, HTML, Markdown or a URL.

MediaFile & docs

Responded256 ms15 / 22
Streamlivr

Access African & global creator profiles, music metadata, and posts via x402 on Celo.

MediaCode & DevOps

Responded257 ms15 / 22
VoiceLogPro

Construction daily-log generation, jurisdiction compliance requirements, construction FAQs.

LegalCode & DevOps

Responded258 ms15 / 22
com.reglyze/mcp

NIS2 tools: scope check, EU transposition, incident deadlines, and your own org's status (token).

Developer ToolsCode & DevOps

Responded258 ms15 / 22

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