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
YouTube Transcript Extractor

Transcripts of YouTube videos, playlists and channels in any language: text, SRT, VTT or JSON.

MediaCode & DevOps

Requires authNot measured3 / 22Not checked yet
YouTube Transcript Scraper

YouTube transcripts from videos, Shorts, channels, playlists and searches, with timestamps.

MediaBrowser & web scraping

Requires authNot measured3 / 22Not checked yet
YouTube Transcript Scraper

Transcripts of YouTube videos and Shorts in bulk, with timestamps. Runs on Apify.

MediaBrowser & web scraping

Requires authNot measured3 / 22Not checked yet
YouTube Transcript Scraper: video captions and subtitles

Feed links or IDs and receive spoken words with timings as JSON for summaries, LLMs and AI agents.

MediaBrowser & web scraping

Requires authNot measured3 / 22Not checked yet
YouTube Transcripts & Subtitles

Bulk YouTube transcripts from videos, channels, playlists or search: text, RAG chunks, SRT, VTT.

MediaCode & DevOps

Requires authOutdated checkNot measured3 / 22
YouTube Transcripts, original language (Apify)

YouTube transcripts in the original spoken language, via Apify. Pay per transcript; failures free.

MediaCode & DevOps

Requires authNot measured3 / 22Not checked yet
youtube-media

Search YouTube, read video metadata, and fetch transcripts with language preferences

MediaData access / search

Requires authOutdated checkNot measured3 / 22
Ziztu

Make micro dramas and anime episodes from an idea, with the same characters in every shot.

MediaAI / LLM tooling

Requires authOutdated checkNot measured3 / 22
net.nymbo/tools

Remote MCP server: fetch, search, Python, TTS, memory, image, video.

MediaKnowledge & memory

Outdated checkNot measured2 / 22
CualBet MCP

Football fixtures, standings, and odds intelligence for AI agents.

MediaAI / LLM tooling

Outdated checkNot measured2 / 22
NSFW Image Detector

NSFWJS-based image safety detector (GIF/APNG/WebP/JPEG/PNG).

MediaCode & DevOps

Outdated checkNot measured2 / 22
SnapOG OG Image Generator

Give agents instant OG image generation, social metadata audits, and rendering guidance.

MediaAI / LLM tooling

Outdated checkNot measured2 / 22
ai.dragoneye/mcp

Build zero-shot video models for object detection, and category and attribute classification.

MediaAI / LLM tooling

Requires authOutdated checkNot measured2 / 22
ai.smithery/IndianAppGuy-magicslide-mcp

Generate professional PowerPoint presentations from text, YouTube videos, or structured JSON data.…

MediaFile & docs

Requires authNot measured2 / 22Not checked yet
ai.smithery/IndianAppGuy-magicslide-mcp-actual-test

Generate polished PowerPoint presentations from text prompts, YouTube videos, or structured outlin…

MediaFile & docs

Requires authNot measured2 / 22Not checked yet
ai.smithery/Open-Scout-mcp

Create and publish one-pagers and boards for your organization. Upload images from the web, update…

MediaAI / LLM tooling

Requires authNot measured2 / 22Not checked yet
com.versedb/versedb-mcp

Comic book database — search comics, creators, characters, and manage your collection.

MediaDatabase

Requires authOutdated checkNot measured2 / 22
info.mosaique/mcp

Search and list latest international news (sources, comments, knowledge graph).

MediaData access / search

Requires authNot measured2 / 22Not checked yet
io.github.andrew-ji-cupix/cupix-compass

Explore and analyze Cupix construction site data: 360 images, progress, and insights.

MediaCode & DevOps

Requires authOutdated checkNot measured2 / 22
io.github.sapiom/mcp-server

AI agent tools: web search, browser, 400+ LLMs, image gen, TTS, phone verify. Pay-per-use.

MediaData access / search

Requires authOutdated checkNot measured2 / 22
io.snapcall/mcp

MCP Server that generate video call url

MediaAI / LLM tooling

Requires authOutdated checkNot measured2 / 22
AudioAlpha

Financial podcast intelligence platform — sentiment, narrative, and asset signals from 100+ podcasts

MediaAI / LLM tooling

Requires authNot measured2 / 22Not checked yet
ContentFlow

Search and analyze 50,000+ hours of business podcast transcripts, entities, and speakers.

MediaData access / search

Requires authOutdated checkNot measured2 / 22
Filtrix AI MCP

Filtrix MCP for image/video generation. Portal: https://agent.filtrix.ai/

MediaAI / LLM tooling

Requires authNot measured2 / 22Not checked yet

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