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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2615 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
AI Rap Video

Turn one clear face photo into a $9.99 solo rap video: Bulin 47, Tiny Desk or Christmas Dance Solo.

MediaCode & DevOps

Outdated check1097 ms11 / 22
Zachary Roth Music

Anonymous public tools for Zachary Roth Music. See the published agent boundary before use.

MediaAI / LLM tooling

Outdated check1105 ms11 / 22
Tapercraft — VHS Label Maker

Compose printable VHS, DVD, cassette, CD and vinyl packaging from any movie, show, or album.

MediaAI / LLM tooling

Outdated check1500 ms11 / 22
io.github.warmcoding/sonicaura-mcp

Remote MCP server for audio stem separation, denoise, reverb, and MIDI export.

MediaCode & DevOps

Outdated check1618 ms11 / 22
dev.bubblio/door_acff25cbe9fb

Stylica — Generate images with AI (agent door via Bubblio)

MediaAI / LLM tooling

Outdated check2216 ms11 / 22
com.dropwatchhq/social-pulse

Real-time Reddit + Hacker News sensing: trending, mention velocity, sentiment, emerging terms.

MediaData access / search

Responded87 ms11 / 22
io.github.yaotsakpo/ledgerfc

Grounded sports predictions plus European soccer and tennis arbitrage data for AI agents.

MediaCode & DevOps

Outdated check92 ms11 / 22
com.frontofgoal/odds-api

Live soccer prediction-market odds and order-book depth from Polymarket.

MediaPayments & trading

Responded338 ms11 / 22
AtexRadio

Motorola two-way radios and spare parts in Venezuela: read-only catalog, USD prices and guides.

MediaAI / LLM tooling

Responded454 ms11 / 22
Responded493 ms11 / 22
Instagram, TikTok & YouTube Transcript Scraper — Hooks & OCR

Extract time-coded spoken transcripts, 0-3s viral hooks, visual OCR captions & UGC clone briefs.

MediaBrowser & web scraping

Outdated check494 ms11 / 22
TikTok Transcript Scraper — Subtitles, SRT/VTT & 0-3s Hooks

Extract TikTok transcripts, .srt/.vtt subtitles, 0-3s spoken/OCR hooks & UGC briefs in <2s.

MediaBrowser & web scraping

Outdated check503 ms11 / 22
YouTube & Shorts Transcript Scraper — SRT, VTT & Viral Hooks

Extract YouTube & Shorts transcripts, .srt/.vtt subtitles, timecoded segments & hooks in <2s.

MediaBrowser & web scraping

Outdated check508 ms11 / 22
Agent News by The Agent Times

Verified, sourced, real-time intelligence layer for AI agents.

MediaData access / search

Outdated check557 ms11 / 22
Soluble(s) — Podcast de journalisme de solutions

Solutions journalism podcast (FR): ecology, climate, society. Search, transcripts, junior versions.

MediaCode & DevOps

Outdated check572 ms11 / 22
OffStereo

Builds narrated, playable music stories, explores sample lineage, and saves verified playlists.

MediaCode & DevOps

Responded694 ms11 / 22
Oh, my Dots!

Crossword, audio crossword, word search, cryptogram and cross-math puzzle links for ohmydots.com.

MediaData access / search

Responded3189 ms11 / 22
電影影集動畫上映日

電影影集動畫上映日:院線、串流與新番上映日與預告。台灣繁體中文 MCP 工具。

MediaAI / LLM tooling

Outdated check60 ms10 / 22
Exif Strip

Strips EXIF, XMP, IPTC and GPS metadata from JPEG and PNG images in one call, with optional ICC p...

MediaCode & DevOps

Outdated check88 ms10 / 22
de.bluraysuchmaschine/suche

Search Blu-ray and 4K UHD movies, featured titles, and detailed movie information.

MediaData access / search

Outdated check108 ms10 / 22
MiOffice — AI-Powered Workspace Studio

125+ browser tools for PDF, Image, Video, Audio, AI, Scanner. Files never leave your device.

MediaCode & DevOps

Outdated check1067 ms10 / 22
io.tooloracle/newsoracle

NewsOracle News and Trends Intelligence MCP

MediaData access / search

Outdated check88 ms10 / 22
FableMaker

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

MediaCode & DevOps

Outdated check125 ms10 / 22
news.asha/asha-news

Evidence-first news archive: briefs, breaking news, search, Palestine claims, conflict monitor.

MediaData access / search

Outdated check221 ms10 / 22

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