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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1761 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
Panda Video

Video hosting: upload, organize and configure videos, analytics, AI subtitles and Shorts.

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
PCBEditor

Design, route, check, review and export manufacturable PCBs from plain language; KiCad import.

OtherOther

Requires authOutdated checkNot measured5 / 22
PDF to Text & Markdown with OCR

PDF, DOCX and image URLs to clean, LLM-ready Markdown or text, with OCR for scanned pages.

MediaFile & docs

Requires authNot measured5 / 22Not checked yet
Percia

Watch cameras and video with AI vision and get alerts in Slack, Discord, Telegram or a webhook.

MediaCommunication & messaging

Requires authNot measured5 / 22
Picpail: Bulk Image Downloader — All Images from URLs to ZIP

Picpail: download all images from web pages as a ZIP, full-size originals, size/format per image.

MediaCode & DevOps

Requires authNot measured5 / 22Not checked yet
Picpail: Bulk Image Downloader — All Images from URLs to ZIP

Picpail: download all images from web pages as a ZIP, full-size originals, size/format per image.

MediaCode & DevOps

Requires authNot measured5 / 22Not checked yet
PieterPost MCP

Design letters and cards, and prepare, review, pay for, and send letters and postcards.

Developer ToolsCode & DevOps

Requires authOutdated checkNot measured5 / 22
pitchboom

Motion-design video ads from a product URL or brief: script, storyboard, voice-over, music, MP4.

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
Pixapi

MCP server for Pixapi: check live credit pricing and balance, then generate images and video.

MediaCode & DevOps

Requires authOutdated checkNot measured5 / 22
PixelDojo

Generate images, video, audio and short films with 140+ AI models from any MCP client.

MediaAI / LLM tooling

Requires authNot measured5 / 22
PlanPost

Schedule posts to 7 social networks, render video and carousels, read analytics and revenue.

MediaCode & DevOps

Requires authNot measured5 / 22Not checked yet
PNG.now MCP Server

Compress PNG images and convert them to or from popular image and document formats.

MediaFile & docs

Requires authNot measured5 / 22Not checked yet
Podcast Transcript API

Podcast transcripts: publisher's own for $0.01, else Whisper; budget-capped, never overspends.

MediaCode & DevOps

Requires authNot measured5 / 22Not checked yet
Podcast Transcript Scraper

Transcribe any podcast by name or RSS feed to text and SRT, with speaker labels.

MediaAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
Podwise

Podcast knowledge for AI agents: search episodes, pull transcripts and ask questions.

MediaCode & DevOps

Requires authOutdated checkNot measured5 / 22
Poof

Remove backgrounds from images, videos and animated GIFs: transparent cutouts, mattes, GIF stickers.

MediaCode & DevOps

Requires authNot measured5 / 22Not checked yet
Popcraft

AI video, images, music & SFX: Seedance 2.5, Veo 3.1, Kling 3.0, Nano Banana Pro, 20+ models.

MediaCode & DevOps

Requires authOutdated checkNot measured5 / 22
PopNow

AI image, video, music and speech generation: text-to-video, image-to-video, effects and upscaling.

MediaAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
PopNow API

Developer MCP for PopNow: run any AI image, video and audio model with an API key, billed in USD.

MediaCode & DevOps

Requires authNot measured5 / 22Not checked yet
Postbase

Schedule social posts, threads and video to X, LinkedIn, Bluesky, Mastodon and YouTube from your AI.

MediaCode & DevOps

Requires authOutdated checkNot measured5 / 22
Posylai — AI Email Builder

Build responsive HTML email campaigns from any brand website: design, QA, export.

Marketing & SalesCommunication & messaging

Requires authNot measured5 / 22
Presentr Analyze

Read text aloud in 48 languages, transcribe audio, extract and translate PDF text, dub video.

MediaAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
Product Aura

Listing and ad images for Amazon, Etsy, Shopify, TikTok Shop and social ads, from one product photo.

MediaAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
Prolifik

Clip long videos, render branded short-form video, schedule to TikTok, Reels, Shorts and X.

MediaCode & DevOps

Requires authNot measured5 / 22Not checked yet

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