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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2649 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
PilotControl

Publish one video to Instagram, TikTok, YouTube, Facebook and X; answer comments and DMs; see stats.

MediaAI / LLM tooling

Requires authNot measured3 / 22
Pinterest Scraper

Pinterest pins, boards, profiles and keyword search to JSON: saves, images, links, creators.

MediaBrowser & web scraping

Requires authOutdated checkNot measured3 / 22
Pixel+

Make AI videos, images, dubbing, character swaps and upscales with your Pixel+ account.

MediaAI / LLM tooling

Requires authNot measured3 / 22
Pixeloa

Turn product photos into true-scale 3D models and AR pages, then publish, embed and catalog them.

MediaAI / LLM tooling

Requires authNot measured3 / 22Not checked yet
Pixkiln: Bulk Image Converter (WebP, AVIF)

Pixkiln: convert image URLs to WebP, AVIF, JPEG or PNG in bulk; resize, strip EXIF, one ZIP.

MediaAI / LLM tooling

Requires authNot measured3 / 22Not checked yet
Pixolm

Generate and edit images, check credits, and manage Pixolm tasks and assets with OAuth.

MediaCode & DevOps

Requires authOutdated checkNot measured3 / 22
Platemark

Render API: chart images, invoice and receipt PDFs with the math done, social images and video.

MediaPayments & trading

Requires authNot measured3 / 22Not checked yet
Podcast Episodes Scraper: audio links, dates, durations

Monitor competitors, build research corpora or give AI agents structured metadata.

MediaBrowser & web scraping

Requires authNot measured3 / 22Not checked yet
Podlex

Ask your AI anything about any podcast. 4.8M shows: who makes them, why, and how much is AI.

MediaAI / LLM tooling

Requires authNot measured3 / 22
Podstatus

Podcast rankings, listener reviews and analytics for Apple Podcasts, Spotify and iVoox.

MediaCode & DevOps

Requires authNot measured3 / 22
Podstow

Send web articles or AI-written text to your personal podcast feed; listen in any podcast app.

MediaAI / LLM tooling

Requires authNot measured3 / 22
Postdom

Videos that make your business go viral, made for you.

MediaCode & DevOps

Requires authOutdated checkNot measured3 / 22
PrismClip Automatic Video Clipping

Create evidence-backed video clips from owned recordings through PrismClip's OAuth-connected MCP.

MediaAI / LLM tooling

Requires authOutdated checkNot measured3 / 22
Product Source

Real-time product data across 450+ retailers — look up any UPC for prices, images, and margin data.

MediaData access / search

Requires authNot measured3 / 22Not checked yet
PromptBase

Search and use 300,000+ AI prompts and skills for images, video, writing, games, apps and websites.

MediaData access / search

Requires authOutdated checkNot measured3 / 22
Public Health Watch MCP

Monitor WHO/public health news and disease/outbreak information links for viruses

MediaData access / search

Requires authOutdated checkNot measured3 / 22
PublishBuddy

Schedule social posts, read analytics and make AI images and video for 10+ networks.

MediaAI / LLM tooling

Requires authNot measured3 / 22Not checked yet
PZERO

Prepaid inference for agents over hosted MCP. Chat, image, and video.

MediaAI / LLM tooling

Requires authNot measured3 / 22Not checked yet
QRtracer

Create and manage dynamic QR codes, export QR images, compare scan analytics and check QR links.

MediaCode & DevOps

Requires authNot measured3 / 22Not checked yet
Qulture Studio

Make AI videos and images in Qulture Studio from ChatGPT, Claude, Cursor or any MCP client.

MediaAI / LLM tooling

Requires authOutdated checkNot measured3 / 22
Quorumz Sense

Geo-tagged world news for agents: each story split into viewpoints, with support counts.

MediaData access / search

Requires authNot measured3 / 22Not checked yet
Realtime Sports API

Live scores, play-by-play, box scores, odds, injuries: NFL, NBA, NHL, MLB, NCAA, 23 soccer leagues

MediaCode & DevOps

Requires authNot measured3 / 22Not checked yet
Recall

Search and read the articles, videos, podcasts, PDFs and notes you saved in Recall. Read-only.

MediaData access / search

Requires authNot measured3 / 22
Recolor the Past

Colorize and restore photos, manage the library, and use account credits.

MediaAI / LLM tooling

Requires authNot measured3 / 22Not checked yet

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