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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2606 servers

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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
YouTube

Search, video, channel, playlist, comments, trending and related items from YouTube. Hosted by the p

MediaCode & DevOps

Outdated check578 ms13 / 22
Pitch Time — Fair Youth Soccer Lineups

Fair youth soccer lineups, rotations, formations, playing time, age groups and fixtures.

MediaAI / LLM tooling

Responded584 ms13 / 22
TikTok Video, Comments, Creators & Ads API MCP Server

Real-time TikTok videos, profiles, comments, trends & Creative Center ads MCP. OAuth or API key.

MediaAI / LLM tooling

Outdated check584 ms13 / 22
FlickDirect Connect: Movie MCP Server

Movie MCP server: movie facts, news, reviews, trivia, podcasts, videos and published provider links.

MediaData access / search

Outdated check586 ms13 / 22
MakeViral

Find the newest viral AI video trend templates and make them from your photos or a prompt.

MediaAI / LLM tooling

Responded592 ms13 / 22
Barevalue

AI podcast editing. Sign up in one call, send audio by link or from disk, get an edited episode.

MediaCode & DevOps

Outdated check615 ms13 / 22
YouTube Email Finder

Find the contact email of YouTube channels from the link, the @handle or the channel_id. Resolves th

MediaCommunication & messaging

Outdated check618 ms13 / 22
PhotoPrintAgent Narrow

Browse photo prints, estimate delivery prices, prepare uploads and track orders with scoped OAuth.

MediaAI / LLM tooling

Responded640 ms13 / 22
io.github.JasonColapietro/agentic-commerce-catalog

AI music, video, image, and voice tools callable by agents with USDC payments via x402 on Base.

MediaPayments & trading

Responded644 ms13 / 22
Moonscroll

Short Form Video Insights for Instagram, TikTok, Shorts

MediaCode & DevOps

Responded651 ms13 / 22
timezone.football

Where to watch football: licensed channel by country, kickoff in your time zone, verified prices.

MediaAI / LLM tooling

Outdated check671 ms13 / 22
sito: Kids & Baby Food

How to serve first foods at a child's age, with photos, and KidScore for packaged foods, from Sito.

MediaAI / LLM tooling

Outdated check687 ms13 / 22
Joonoo personalized books

Make a free illustrated family book cover or a personalized comic from a family photo.

MediaAI / LLM tooling

Responded690 ms13 / 22
Dock

AI workspace for you, your team, and every agent. Tables, docs (images, 4K video), formulas.

MediaAI / LLM tooling

Outdated check695 ms13 / 22
electron.dance

electron.dance MCP server: upcoming gigs, community links, RSVP, and Spotify top tracks.

MediaCode & DevOps

Responded699 ms13 / 22
Roboto Studio evidence

Roboto videos, client interviews, articles and social posts with source citations.

MediaKnowledge & memory

Responded702 ms13 / 22
io.github.Eshwarravula/business-oss

Verified business OSS MCP for search, RSS, crawling, documents, browser, media and transcription.

MediaFile & docs

Outdated check736 ms13 / 22
Slidegen Agent by Nova (CIVAI)

I do everything related to image and slide asset generation

MediaAI / LLM tooling

Responded750 ms13 / 22
SoundChain

Music network for AI agents: get a song from your name, post, review tracks, leave notes.

MediaAI / LLM tooling

Outdated check765 ms13 / 22
Brix36

Films and music videos. You're the star. No subscription.

MediaPayments & trading

Responded806 ms13 / 22
Escola de Rádio TV & Web (ER+)

Cursos, turmas, vagas, professores, podcasts e blog da Escola de Rádio (ER+) — read-only.

MediaAI / LLM tooling

Responded820 ms13 / 22
PhotoPrintAgent

Browse, design and order photo prints for US delivery, with previews, quotes and order tracking.

MediaAI / LLM tooling

Responded839 ms13 / 22
ai.bidclub/bidclub

Search 45+ investor podcasts and read transcripts, TL;DRs, digests — bilingual EN/中文, keyless.

MediaData access / search

Responded858 ms13 / 22
AlpiX

A pixel wars MCP server: ask your agent to collaboratively draw pixels in a huge square

MediaAI / LLM tooling

Responded868 ms13 / 22

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