MCP HeartbeatTHE MCP OBSERVATORY
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Evidence for your next connection.

Independent measurements of remote MCP servers. Every observation has a timestamp.

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DiscoveryServer directory

Remote MCP servers

Find a server for your workflow, with connection evidence you can inspect.

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2622 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
Reelpen

Build editable 3D scenes, direct characters and cameras, and export AI video references with MCP.

MediaCode & DevOps

Requires authNot measured5 / 22
ReelScribe

Transcribe social videos, selected comments, URL batches and Instagram channels.

MediaAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
Reelspan

Publish videos, photos and text to TikTok, YouTube, Instagram, X, LinkedIn and more.

MediaCode & DevOps

Requires authNot measured5 / 22Not checked yet
Reeltopus

Turn long videos into captioned vertical clips, export them and post them.

MediaAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
Remote Browser MCP Server from MCPBundles

Automate cloud Chrome—navigate, click, type, screenshot, run code, record screen video

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
Renderster

Long video in, captioned vertical clips out: clip, dub, transcribe and auto edit videos

MediaAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
Rendex: Rendering API for Images, PDFs & Content Extraction

Render HTML, Markdown, or URLs to images, PDF, or branded artifacts; extract and watch pages.

MediaFile & docs

Requires authNot measured5 / 22Not checked yet
Rendobar

Transform video, audio and images, and generate media from prompts. FFmpeg, captions, models.

MediaAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
Rephonic

Research 3M+ podcasts with audience data, contacts, episodes, transcripts, charts, and sponsors.

MediaAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
ReplyNodes

Web MCP: scrape/crawl sites, web search, brand assets, app stores, YouTube, Reddit, Hacker News.

MediaData access / search

Requires authNot measured5 / 22Not checked yet
Revline

Open-source AI video editor: cut, caption, clip and animate real Revline projects from your agent.

MediaCode & DevOps

Requires authOutdated checkNot measured5 / 22
Riverside MCP Server and API by Cotlet

Riverside remote podcast recording MCP server: create studio, schedule session, invite guest.

MediaAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
Roilo: UGC Video Ads From a Few Product or Venue Photos

Turn a few product or venue photos into a usable UGC video ad: script, actor, voiceover, captions.

MediaCode & DevOps

Requires authNot measured5 / 22Not checked yet
RooYun

AI comic & short-drama studio: scripts to storyboards, image/video generation on an infinite canvas

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
Rubiic

Make videos with Rubiic: start one from a brief, render it to MP4, export GIFs, stills and captions.

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
SaleMate

Make product videos, UGC ads, scripts, voice-overs and photos with your SaleMate credits.

MediaCode & DevOps

Requires authOutdated checkNot measured5 / 22
Samautomation Video

Render an MP4 from your own images, clips, voice-over and timed captions. JSON to video.

MediaCode & DevOps

Requires authOutdated checkNot measured5 / 22
SammaPix — Image & PDF tools for AI agents

Image & PDF tools for AI agents: compress, convert, resize, PDF, AI vision, pipeline.

MediaCode & DevOps

Requires authOutdated checkNot measured5 / 22
SavedThat

Search your saved Reels, TikToks and YouTube videos and creator libraries by what was said.

MediaData access / search

Requires authOutdated checkNot measured5 / 22
ScanForAI

Score text and web pages for signs of AI writing; check images for hidden AI instructions.

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
ScanSing: sheet music to MusicXML

Sheet music (PDF, photo, scan) to MusicXML: recognise, describe, extract parts, transpose, MIDI.

MediaFile & docs

Requires authNot measured5 / 22Not checked yet
Scavio

Structured web data from 72 platforms: Google, ChatGPT, Gemini, YouTube, Amazon, Reddit, TikTok

MediaAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
Scenivia

Turn a product brief into an editable motion-design launch video, edit it and export MP4.

MediaAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
SciFig

Create scientific illustrations, data charts and flowcharts with your SciFig account.

MediaCode & DevOps

Requires authOutdated checkNot measured5 / 22

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