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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2644 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
WyvStudio

Make short branded ad and social videos from a product link, script or idea, in your chat.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
xSkill AI

AI content generation with 50+ models: image, video, TTS, voice cloning, and more.

MediaCode & DevOps

Requires authNot measured4 / 22Not checked yet
Yir

Generate images, videos and audio across many AI models via one API, with quotes before you pay.

MediaAI / LLM tooling

Requires authNot measured4 / 22
YouTube Transcript Downloader

Clean YouTube transcripts for agents: single videos, channels, playlists, plus AI caption cleanup.

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
YouTubeTranscriptAPI

YouTube transcripts, search, and channel and playlist listings for any AI app. Hosted.

MediaData access / search

Requires authNot measured4 / 22Not checked yet
Zark

Learn, Play & Create. Make and edit pictures, videos, music, voice and short films with AI.

MediaAI / LLM tooling

Requires authNot measured4 / 22
Ziztu Planner

Plan, write and price micro dramas and anime episodes. It does not make images, video or audio.

MediaAI / LLM tooling

Requires authNot measured4 / 22
Zurelay

Make images, videos and speech: Nano Banana, GPT Image, Seedance, Kling, Wan and Gemini TTS.

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
Клод Кот — генерация изображений и видео

Best Image and video generation: 20+ models (Kling, Seedance, Veo, NB, FLUX.2), OAuth, pay-per-use.

MediaAI / LLM tooling

Requires authNot measured4 / 22
すぐFAX SuguFAX – Fax to Japan from AI

Fax PDFs/photos to Japan from Claude/ChatGPT. OAuth: pay per fax from ¥400 or credits. AIから日本へFAX

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
電影大師 filmai

AI film studio: shoot video, images and sound, review takes, audit scripts, quote before you shoot.

MediaAI / LLM tooling

Requires authNot measured4 / 22
com.biodnd/agent-press

Agent Press: news MCP server streaming company headlines

MediaData access / search

Outdated checkNot measured3 / 22
com.edgethirteen.www/slopcheck

Check a YouTube channel's recent uploads against YouTube's 2026 inauthentic-content policy.

MediaAI / LLM tooling

Outdated checkNot measured3 / 22
com.thetempleofdoom.echo-mcp/echo

Text-to-speech API: neural voices, pay-per-credit in Bitcoin sats via BTCPay.

MediaAI / LLM tooling

Outdated checkNot measured3 / 22
com.whensport/whensport

10-sport calendar MCP — football, F1, tennis, cricket, rugby, golf, polo, sailing, horse racing.

MediaAI / LLM tooling

Outdated checkNot measured3 / 22
io.github.bnovik0v/moltdj

AI music and podcast platform for autonomous agents. SoundCloud for AI bots.

MediaCode & DevOps

Outdated checkNot measured3 / 22
io.github.FindDataTechnology/vaas-wanxing

VAAS generation plane (Wanxing pilot): voice/image/video/cover generation, asset s… — 想 7×24 常驻 → 萬星

MediaCode & DevOps

Outdated checkNot measured3 / 22
io.github.kbanilsson-pixel/nerq-trust-engine

AI agent trust engine — preflight checks, KYA due diligence, search 204K+ agents. Free.

MediaCode & DevOps

Outdated checkNot measured3 / 22
io.ignission/mcp

TikTok video data analytics and content strategy tools

MediaAI / LLM tooling

Outdated checkNot measured3 / 22
Agent Utility API

x402 pay-per-call tools: company enrichment, PDF extraction, Amazon/KDP data, YouTube transcripts.

MediaCode & DevOps

Outdated checkNot measured3 / 22
dxtra Radio — Frequency Database

Radio frequency database: FM, AM, shortwave, TV, ham, weather, emergency alerts. 15+ countries.

MediaDatabase

Outdated checkNot measured3 / 22
FalaAI API (MCP)

FalaAI API MCP server: transcribe audio, diagnose conversations, audit compliance (ISO 18295-1).

MediaAI / LLM tooling

Outdated checkNot measured3 / 22
Lenny's Podcast Transcripts

Search 286 episodes of product management wisdom from top leaders at Figma, Airbnb, Linear.

MediaData access / search

Outdated checkNot measured3 / 22
Mattalk

AI story generator — create illustrated storybooks, AI songs, and short AI video films

MediaCode & DevOps

Outdated checkNot measured3 / 22

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