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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2634 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
Convert.Online

Convert files between 400+ image, video, audio, document, ebook, archive and font formats.

MediaFile & docs

Requires authOutdated checkNot measured4 / 22
Convertr file converter

Convert video, audio, images, documents and e-books between 800+ formats. 100 free credits a month.

MediaFile & docs

Requires authNot measured4 / 22Not checked yet
CoreNexis API

PDF from HTML or Markdown, OCR, email validation, image conversion and hosting, QR and barcodes.

MediaFile & docs

Requires authNot measured4 / 22Not checked yet
CraterView

Enlarge, restore and retouch photos from your assistant, billed to your CraterView account.

MediaAI / LLM tooling

Requires authNot measured4 / 22
CrawlerData: Google Shopping & SERP

Google Shopping products and seller prices, plus Google Search, Images, News and Local results.

MediaData access / search

Requires authNot measured4 / 22Not checked yet
Createya — AI Image & Video Generation

100+ AI models: FLUX, Sora, Veo, Kling, Runway, Suno. OAuth or Bearer. No VPN. RU billing.

MediaPayments & trading

Requires authNot measured4 / 22Not checked yet
Creations3D

Turn text and images into 3D models for games, rendering and 3D printing.

MediaAI / LLM tooling

Requires authNot measured4 / 22
Creator River

Search 1.8M+ YouTube, TikTok and Instagram creators with emails and run outreach from your AI agent.

MediaCommunication & messaging

Requires authNot measured4 / 22
Creator SKILL v2 — Influencer Discovery

SKILL-02 (not SKILL-01): AI influencer search on TikTok, Instagram & YouTube. sk_live_ token.

MediaData access / search

Requires authNot measured4 / 22Not checked yet
CreatorDB

Creator discovery & analytics across YouTube, Instagram, TikTok (30M+) + brand/sponsor intel.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
Curatively

Search, read and save to your private vault of images, links and notes.

MediaData access / search

Requires authOutdated checkNot measured4 / 22
Cut Express

Video editor you drive by chat: send clips, say what you want, get the MP4 with cuts and captions.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
Dara

A club coaching platform: plan sessions, draw plays, tag match video and build team-talk decks.

MediaAI / LLM tooling

Requires authNot measured4 / 22
Daydream

Original instrumental songs from words, each with five stems. Royalty-free, for games and videos.

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
Deep Juniku

Image or text to a rigged, animated 3D character with UE5/Mixamo FBX export, in one call.

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
DeFoor Report

AI and tech news ranked hourly, with summaries, publisher credit, saved stories and a personal feed.

MediaData access / search

Requires authNot measured4 / 22
Demofy

Turn a URL and one line of intent into a narrated product demo video, from any MCP client.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
deploy.social

Post a video once to YouTube Shorts, Instagram/Facebook Reels, TikTok, Threads, X and Bluesky

MediaCode & DevOps

Requires authOutdated checkNot measured4 / 22
dGEN Visual Studio MCP

Make images and video with 30+ AI models from your assistant, on your own credits and library.

MediaAI / LLM tooling

Requires authNot measured4 / 22
DICE MCP Server and API by Cotlet

DICE live music event ticketing MCP server: create event, update ticket tier, get sales report.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
Distro Publisher (beta)

AI-native news publishing: manage publications, write stories, upload media, and browse feeds.

MediaData access / search

Requires authOutdated checkNot measured4 / 22
Docling by pagespool

Hosted Docling: convert PDF, Office files and images to Markdown and JSON, with OCR and tables.

MediaFile & docs

Requires authNot measured4 / 22Not checked yet
DoubleVoix

Interpret or dub spoken video (sermons, talks, interviews) into another language on your account.

MediaAI / LLM tooling

Requires authNot measured4 / 22
DouParse - Short Video Link Parser

Parse short-video share links into watermark-free direct URLs via MCP for AI assistants.

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet

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