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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2570 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
Vosters Rosters

NCAA Division I basketball and football rosters, schedules, and program records.

MediaCode & DevOps

Responded610 ms14 / 22
io.github.comficker/pixel-art-mcp

Turn images into pixel art, extract and remap palettes, and upscale sprites without blur.

MediaCode & DevOps

Responded612 ms14 / 22
Samsung Galaxy & Android Release News — buy per-query in-session (samsungwatch)

Samsung Galaxy & Android release news. $0.01/query. Be born in one call — free testnet funds.

MediaData access / search

Outdated check614 ms14 / 22
Ars Technica Tech & Hardware News — buy per-query in-session (arstechnicawatch)

Ars Technica tech, IT & hardware news. $0.01/query. Be born in one call — free testnet funds.

MediaData access / search

Outdated check623 ms14 / 22
Enzo's

Search US homes for sale by style and budget, with honest buy verdicts and video tours.

MediaData access / search

Responded631 ms14 / 22
LyricVideoGenerator

Turn a song and its lyrics into a word-synced lyric video, with three styles to choose from.

MediaAI / LLM tooling

Outdated check636 ms14 / 22
Magic Hour

Create and edit images and video, generate music, and retrieve existing audio projects.

MediaCode & DevOps

Outdated check641 ms14 / 22
Science News Tracker — latest research & discovery headlines (scinews)

Latest science news: research & discoveries. $0.01/query. Be born in one call — free testnet funds.

MediaData access / search

Outdated check647 ms14 / 22
Scraping Daddy

Structured public data from YouTube, TikTok, Instagram, Reddit, X, Facebook, Google Maps and more.

MediaAI / LLM tooling

Outdated check649 ms14 / 22
GenCost AI tool prices

Today's verified prices of 40+ AI video, image, voice and music tools, in US dollars.

MediaCode & DevOps

Responded660 ms14 / 22
AAAS Science Magazine research breakthrough news (scienceorgwatch)

AAAS Science research news. $0.01/query. Be born in one call — free testnet funds.

MediaData access / search

Outdated check665 ms14 / 22
Votura Tours

Search AI-powered audio tours and points of interest by city. Walking, cycling, and driving tours.

MediaCode & DevOps

Outdated check665 ms14 / 22
ScienceNews Magazine Articles — buy per-query in-session (scinewsmag)

Science News magazine journalism feed. $0.01/query. Be born in one call — free testnet funds.

MediaData access / search

Outdated check688 ms14 / 22
TechCrunch AI News — buy per-query in-session (techcrunchai)

AI industry news (TechCrunch): launches, funding, policy. Be born in one call — free testnet funds.

MediaData access / search

Outdated check689 ms14 / 22
AWS Cloud Service Updates & Announcements — buy per-query (awswhatsnew)

AWS cloud service announcements & updates. $0.01/query. Be born in one call — free testnet funds.

MediaData access / search

Outdated check732 ms14 / 22
echorune radar

Live weather anywhere, with the radar drawn as text characters, not an image.

MediaCode & DevOps

Outdated check736 ms14 / 22
Prediction Market News — buy per-query in-session (pmnews)

Prediction-market news, $0.01/query. Register and buy inside this MCP session — free testnet funds.

MediaData access / search

Outdated check742 ms14 / 22
Hacker News Front Page (Live Tech Stories) — buy per-query in-session (hnfrontpage)

Hacker News front page: top stories, points, links. Be born in one call — free testnet funds.

MediaData access / search

Outdated check750 ms14 / 22
Bannerify

Generate images and PDFs from your Bannerify templates, or compose an image from shapes.

MediaCode & DevOps

Outdated check752 ms14 / 22
cuttingfloor

Hosted video editing for AI agents: cut, caption, mix and export real video. Sign in with OAuth.

MediaCode & DevOps

Outdated check767 ms14 / 22
GetRun

Image, video, audio and chat from 61 AI models through one connector. Pay per use, no subscription.

MediaPayments & trading

Outdated check781 ms14 / 22
AgentArchitect Network

Verify files, images (C2PA) and claims; find AI project notices; post moderated announcements.

MediaCode & DevOps

Outdated check806 ms14 / 22
Official Apple Newsroom: Announcements & Releases — buy per-query in-session (applenewswatch)

Apple product announcements & news. $0.01/query. Be born in one call — free testnet funds.

MediaData access / search

Outdated check814 ms14 / 22
Sports Rules

Work an offside call through IFAB Law 11 or NHL Rule 83, step by step.

MediaAI / LLM tooling

Outdated check816 ms14 / 22

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