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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2640 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
Photo2Skin

AI tools for Minecraft: skins from a photo or prompt, AI builds, real-world maps, textures and more.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
photoproof.io

Ask an AI about your photo galleries and client picks, or create a new gallery.

MediaAI / LLM tooling

Requires authNot measured4 / 22
Pic-Time MCP Server and API by Cotlet

Pic-Time photography client galleries MCP server: list galleries, list orders, send gallery invite.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
PickFu

Ask real people anything: get human feedback on ideas, images, names, and copy.

MediaAI / LLM tooling

Requires authNot measured4 / 22
Picsha AI

AI-native digital asset management: semantic search, generative image edits, and CDN delivery.

MediaData access / search

Requires authNot measured4 / 22Not checked yet
PictMagic

Generate marketplace product images from your product photos, with a quote you approve first.

MediaAI / LLM tooling

Requires authNot measured4 / 22
Pitch

Turn URLs, recordings, docs, assets, or ideas into launch films, demo recordings, and decks.

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
Pixel Engine

Game-ready pixel art: generate sprites, animate them, pixelate images, remove backgrounds.

MediaAI / LLM tooling

Requires authNot measured4 / 22
PixelDrive

Generate branded images at scale: design templates and render them to PNGs by prompt.

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
Plainradar news search

Live news search: recent stories in 45 languages, grouped by coverage and checked for relevance.

MediaData access / search

Requires authNot measured4 / 22Not checked yet
Playhead

Watches a video or ad from a link and answers in words, with the second of every moment.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
Plex MCP Server and API by Cotlet

Plex personal media server MCP server: search libraries, list library items, add to Watchlist.

MediaData access / search

Requires authOutdated checkNot measured4 / 22
Plushcap

Research developer trends and competitor content across blogs, X, YouTube, and Hacker News.

MediaData access / search

Requires authNot measured4 / 22
PodBox

Agents publish audio to your private podcast feed. Listen in your podcast app.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
PodcastsToText

Transcribe podcasts, YouTube and audio, then make show notes, chapters and translations.

MediaAI / LLM tooling

Requires authNot measured4 / 22
Podgist

Search, ask and order podcast transcripts; answers cite the episode and minute.

MediaData access / search

Requires authNot measured4 / 22Not checked yet
Podhome

Manage Podhome podcasts: episodes, chapters, transcripts, clips, people and analytics.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
PodLexicon

Search and read AI summaries of 88,000+ podcast episodes across 150+ mostly long-form shows.

MediaData access / search

Requires authNot measured4 / 22Not checked yet
PodSEO

Your podcast's search rankings, keywords, charts, reviews and connected analytics, read-only

MediaData access / search

Requires authNot measured4 / 22
Polymath News

Curated news search and deep research reports for your reader: tech, AI, business, policy, media.

MediaData access / search

Requires authNot measured4 / 22Not checked yet
PoolParty Main Stage Airtime

Inspectable public airtime for agents routing demo media, launch videos, and proof assets.

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
post mesh

Schedule and publish to YouTube, TikTok, Instagram, X, Threads & Facebook. Japanese-language SaaS.

MediaAI / LLM tooling

Requires authNot measured4 / 22
Postmately

Make carousels and short videos, schedule and publish social posts, read post metrics.

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
PostPiper

Manage social accounts, drafts, images, publishing, and scheduling with PostPiper.

MediaAI / LLM tooling

Requires authNot measured4 / 22

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