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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2642 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
Rendry

Deterministic image rendering for agents: JSON template in, on-brand PNG out.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
RetentionRail

Research competitors and trends, write scripts, and screen videos before you publish.

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
Retokia

AI product photos for fashion shops: remove background and mannequin, ghost mannequin, AI model.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
Reulay

60-second brain resets for people who build with AI: breathing, immersive video and a mindset coach.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
Revana

Cheap AI video from your agent: Seedance 2.5 video and Nemesis clip restaging on prepaid credits.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
Revid

Research what goes viral, make finished short videos and post them to TikTok, YouTube, Instagram, X

MediaAI / LLM tooling

Requires authNot measured4 / 22
Rezolve Labs

Commerce AI APIs behind one key: voice, agents, images, AEO, TraceWare, watermarking.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
RichlyVa

Film and TV knowledge: character relationship maps, watch orders, cast and universes.

MediaAI / LLM tooling

Requires authNot measured4 / 22
Riffkit

In Claude or ChatGPT: change the outfit, place, product or person in your video, or riff a winner.

MediaAI / LLM tooling

Requires authNot measured4 / 22
Rove Dating

Plan-first dating in Utah Valley: browse date plans with photos, show interest, post plans.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
Rovyn

Your assistant curates. Rovyn plays. Podcast plans become tap-to-play editions; receipts come back.

MediaAI / LLM tooling

Requires authNot measured4 / 22
RunCabin

Publish and update websites from your AI app: free HTTPS address, your own domain, forms, photos.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
Runsheet YouTube Autopilot

The YouTube autopilot: plan, write and schedule YouTube videos, and upload from your machine.

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
RYLA

Generate AI influencer photos, face swaps, and character sheets with a consistent face.

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
Ryxell

Agent search: query-tailored web/news/paper/podcast segments, not full pages or links.

MediaData access / search

Requires authNot measured4 / 22Not checked yet
SavedIt

Find, read and organize the links, videos and posts you saved in SavedIt.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
SaveOnPhone — Cell Phone Plan Comparison

Search U.S. cell plans, compare supported costs, find wireless news, and get switching guidance.

MediaData access / search

Requires authOutdated checkNot measured4 / 22
Schedchie

Schedule and track posts on Instagram, TikTok, LinkedIn, YouTube and more from your AI assistant.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
ScheduleBeats

Schedule beat uploads to BeatStars and YouTube from Claude, ChatGPT or Perplexity.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
Schedulin

Schedule, publish, and analyze social posts across TikTok, Instagram, YouTube, X, LinkedIn + 5 more.

MediaAI / LLM tooling

Requires authNot measured4 / 22
ScrapeIO

Public data from TikTok, Instagram, YouTube, X, Facebook and 28 more platforms. Pay per call.

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
ScribeToAny

Transcribe audio and video into timestamped transcripts, and search and read your transcripts.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
Scribix

Turn long videos into captioned vertical clips, then render and schedule social posts.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
SeedViral

Make short videos with your SeedViral workspace. Quote first and approve before spending credits.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22

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