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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2619 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
A1 Lane

Draft, schedule and publish social posts and videos; delivery receipts, read-back where available.

MediaAI / LLM tooling

Requires authNot measured5 / 22
Achriom

Media memory for AI agents: books, movies, music, shows, anime, podcasts, games, manga.

MediaKnowledge & memory

Requires authOutdated checkNot measured5 / 22
Adseezy

Video ads, UGC creator ads and ad hooks for your own products, with OAuth sign-in.

MediaAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
Agent Chrome

Let AI agents use your real, signed-in Chrome: tabs, clicks, forms, screenshots and video.

MediaAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
Agent Data Tools: AI

34 tools: LLM chat, summaries, translation, embeddings, speech, images. 25 free calls.

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
Agent-Native Assets

Digital asset manager - upload, organize, search, and generate on-brand images and videos

MediaCode & DevOps

Requires authOutdated checkNot measured5 / 22
aghost

Schedule posts to Instagram, Facebook, LinkedIn, X, Threads and YouTube, and automate Instagram DMs

MediaCode & DevOps

Requires authNot measured5 / 22Not checked yet
AI Manga & Anime Generator - Mangii MCP

Create manga and anime art from text. 24 styles, multi-panel stories, BYOK.

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
AI Video Check

Check whether a video was generated by AI (Sora, Veo, Kling, HeyGen and others).

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
AI Watercolor Generator

Create watercolor art from text or transform existing images into watercolor paintings with AI.

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
AI Wave

AI model releases, price changes and deprecations in one feed: chat, embedding, speech, video.

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
AISTLabs

Video, image and audio generation on top AI models for agents, with an AI director built in.

MediaAI / LLM tooling

Requires authNot measured5 / 22
AIToURL

Your AI makes the file, you get a public link. Host PDFs, images and files from any MCP client.

MediaAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
Algrow

YouTube research: channel search, viral videos, channel analytics, transcripts, thumbnails, TTS

MediaData access / search

Requires authNot measured5 / 22Not checked yet
AMNT SVG

Text or image to clean, editable SVG from $0.01. Free SVG library + agent search, no key.

MediaData access / search

Requires authNot measured5 / 22Not checked yet
Animation Machine

Render AI-written HTML animations to MP4/GIF with music, voiceover and captions.

MediaAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
APICK

APICK Korean data, simple-auth lookups, document forms, OCR, search, image, video and TTS

MediaData access / search

Requires authNot measured5 / 22Not checked yet
APICK AI

LLM chat, text tools, image generation, editing, batch image jobs, and asynchronous video generation

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
APICK Convert

Document editing, AI writing, saved documents, DOCX downloads, PDF, STT, TTS and watermarking

MediaFile & docs

Requires authNot measured5 / 22Not checked yet
APICK OCR

OCR for images and Korean ID documents

MediaFile & docs

Requires authNot measured5 / 22Not checked yet
APICK Vision

Image/video analysis: NSFW detection, object detection, thumbnails

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
APICK Web

Domain/IP, web capture, Google, YouTube, Instagram, X, Amazon, Coupang and LinkedIn

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
Apify Content for RAG

Fresh RSS/Atom items, published podcast transcripts and public PDF text via Apify.

MediaCode & DevOps

Requires authNot measured5 / 22Not checked yet
apimodels

Chat, image, video, speech, music and media models with one account — local (npx) or hosted.

MediaCode & DevOps

Requires authOutdated checkNot measured5 / 22

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