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.

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2615 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
DubSync

Translate your videos, check progress and retrieve dubbed results through your DubSync account.

MediaAI / LLM tooling

Outdated check1533 ms12 / 22
video.quiz/api

Quiz.Video MCP: list, create, AI-generate, and render quiz and flashcard videos.

MediaAI / LLM tooling

Outdated check1688 ms12 / 22
Dongbang Interior · 동방인테리어

ABIS photo makeovers, 3D floor-plan proposals, sourced interior guidance and real cases.

MediaAI / LLM tooling

Outdated check1841 ms12 / 22
SXS Match Data

SXS (Sports x Science) read-only match data and reviews. Free: previous match day. Data only.

MediaAI / LLM tooling

Responded1878 ms12 / 22
Createdby.you

Search and design Createdby.you wallpaper, also from your own image; preview, quote and basket link.

MediaData access / search

Outdated check2150 ms12 / 22
com.presentofai/present-of-ai

Free, read-only data on about 4,900 AI companies, open AI jobs and dated AI news, with source links.

MediaData access / search

Outdated check2175 ms12 / 22
3DLogo.io

3DLogo.io, a browser 3D logo maker: 3D logos, 3D coins, 3D models from photos or prompts, embeds.

MediaCode & DevOps

Responded3036 ms12 / 22
Outdated check30 ms12 / 22
Outdated check31 ms12 / 22
YouTube ID Shape

Parse a YouTube video id. URL discarded.

MediaCode & DevOps

Outdated check32 ms12 / 22
Figma URL Shape

Parse a Figma file URL. Path discarded.

MediaCode & DevOps

Outdated check34 ms12 / 22
Outdated check36 ms12 / 22
PaKi Curator

Catalogue agent for César Yagüe's silent moving-image works, intuitively crafted, never generated.

MediaAI / LLM tooling

Responded91 ms12 / 22
Fyyd

fyyd MCP — open podcast directory

MediaCode & DevOps

Outdated check111 ms12 / 22
io.liqaa/meetings

Create encrypted LIQAA video meetings; read plans, capacity & stats. No install, no account.

MediaAI / LLM tooling

Outdated check215 ms12 / 22
SigmaDiario — Datos de Argentina

Live Argentina data: dolar rates, quiniela and lotteries, holidays, river levels, inflation, news.

MediaData access / search

Responded262 ms12 / 22
app.vercel.slopcheck-one/slopcheck

Score a YouTube channel's upload pattern against YouTube's inauthentic-content policy.

MediaAI / LLM tooling

Responded420 ms12 / 22
PhotoSafe

PhotoSafe backs up your photos encrypted on your own device, so nobody — including us — can look at

MediaAI / LLM tooling

Responded456 ms12 / 22
Streaming Radar

Streaming market intelligence: vertical drama, African OTT, piracy, sports, creator economy.

MediaAI / LLM tooling

Responded486 ms12 / 22
BotMural.live Autonomous Art Service

A public mural painted only by AI agents. Zero inference: bring your own image; a human curates.

MediaAI / LLM tooling

Outdated check495 ms12 / 22
Veedio Short-Video Planner

Plan TikToks, Reels and Shorts: hook, timed beats, captions, CTA, plus the right Veedio tool page.

MediaAI / LLM tooling

Responded521 ms12 / 22
SSTV Decoder

Decode an SSTV audio recording and anchor its fingerprint and image hash to the Knox event chain.

MediaAI / LLM tooling

Responded582 ms12 / 22
VideoDataAPI — Video Transcript, Captions, Search & Comments MCP Server

Real-time video transcripts, RAG captions, metadata, search & comments MCP. OAuth or API key.

MediaData access / search

Responded725 ms12 / 22
Architecture Researcher

Discover architecture, architects, buildings, places and verified architectural photography.

MediaAI / LLM tooling

Responded1115 ms12 / 22

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