MCP HeartbeatTHE MCP OBSERVATORY
Public workspace

Explore

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.

Connect your agent

2620 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
Google Videos (via Apify)

Google video results for AI agents: YouTube, TikTok and more, with channel and duration.

MediaCode & DevOps

Requires authNot measured5 / 22Not checked yet
Grabbit

Grabbit gives AI agents eyes on the web. Send a public URL, get a pixel-perfect hosted image.

MediaAI / LLM tooling

Requires authNot measured5 / 22
Gradients Studio

Gradient backgrounds with real grain, pixel and dither finishes. Free previews, no key needed.

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
Green Screen Memes

2,000+ green screen meme clips to search, with an ffmpeg recipe to key each over video.

MediaData access / search

Requires authNot measured5 / 22Not checked yet
GreenOnion Amazon Listing Images

Plan and create a coordinated Amazon listing image set from product photos with GreenOnion.

MediaCode & DevOps

Requires authNot measured5 / 22
HappyHorse by Ace Data Cloud

Generate and edit HappyHorse videos with Ace Data Cloud; retrieve the original task for results.

MediaCode & DevOps

Requires authOutdated checkNot measured5 / 22
HasData Google Images

Google Images results with source pages, thumbnails and full-resolution URLs, as JSON.

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
HasData Google Maps

Google Maps places, reviews, contributor history, photos and posts as JSON. No Google Cloud.

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
HasData TikTok

Public TikTok profiles, videos, comments and keyword search as JSON. No developer account.

MediaData access / search

Requires authNot measured5 / 22Not checked yet
HasData YouTube

Search YouTube and read video, channel and transcript data as JSON. No Google Cloud project.

MediaData access / search

Requires authNot measured5 / 22Not checked yet
Hermosso

AI photos and videos of yourself: photoshoot packs, image and video engines, motion transfer.

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
HoneyVid

Put anyone in a viral AI video, or generate with Kling, Veo and more, straight from your agent.

MediaAI / LLM tooling

Requires authNot measured5 / 22
House AI

The Amazon for interior design: redesign rooms, exteriors and yards from a photo, then buy the look.

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
HTML/CSS to Image API

Generate images and PDFs from HTML/CSS, live websites, and reusable templates.

MediaCode & DevOps

Requires authOutdated checkNot measured5 / 22
HubTub Pulse: YouTube Analytics

Your YouTube channels’ private analytics for AI assistants: revenue, views, retention. Read-only.

MediaAI / LLM tooling

Requires authNot measured5 / 22
HuntAPI

Download video and audio from public media URLs, or extract their metadata, with one async REST API.

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
Hydracept

OAuth MCP for text, jobs, quotes, and receipts. No image/video/audio/3D generation.

MediaCode & DevOps

Requires authNot measured5 / 22
Hyperaware: What's Trending Now

What's trending now: live top trends on Google, TikTok, YouTube, X, Reddit and Amazon, 22 feeds

MediaAI / LLM tooling

Requires authNot measured5 / 22
Idea to Motion

Make animated videos by asking Claude, Cursor or any MCP client. Your AI writes it, we render it.

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
Illos illustrations

Find and add animated SVG illustrations for websites and apps: four themes, light and dark, 65 free.

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
Imagcon

Generate PWA icon sets and iOS splash screens from a text prompt or an existing image.

MediaCode & DevOps

Requires authNot measured5 / 22Not checked yet
Image & Scanned PDF to Text (OCR)

OCR text from images, screenshots and scanned PDFs in 41 languages, with line positions.

MediaMonitoring & observability

Requires authNot measured5 / 22Not checked yet
Image to SVG Vectorizer

Convert PNG, JPG and WebP images to SVG vector paths. Runs on Apify, $0.01 per image.

MediaCode & DevOps

Requires authNot measured5 / 22Not checked yet
Image to Text OCR

Extract text from PNG, JPEG, TIFF, WebP, BMP and GIF images with OCR in 27 languages.

MediaCode & DevOps

Requires authNot measured5 / 22Not checked yet

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