MCP HeartbeatTHE MCP OBSERVATORY
Public workspace

Explore

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.

Connect your agent

2606 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
underway

Talk through your working day as a short interview, then film it as a build-in-public episode.

MediaAI / LLM tooling

Outdated check474 ms13 / 22
iLook Face Analysis

Analyze user-submitted face photos with a complete report or 13 focused face-analysis tools.

MediaAI / LLM tooling

Outdated check477 ms13 / 22
uListen

Search podcast transcripts and summaries. Get the quote, who said it, and the minute.

MediaData access / search

Responded484 ms13 / 22
Apprised.news

AI-written news briefs, daily report, breaking headlines and site search from Apprised.news.

MediaData access / search

Outdated check485 ms13 / 22
Creative Cult

What players think of new video games, from their own reviews. No critic scores.

MediaAI / LLM tooling

Outdated check490 ms13 / 22
Production List

Live film and TV productions in development and production, with companies and people attached.

MediaAI / LLM tooling

Responded491 ms13 / 22
Finally Offline

Human culture news, trends and search across sports, music, fashion and streetwear.

MediaData access / search

Responded495 ms13 / 22
SportsAPIs.dev

Find and compare sports odds and data APIs, and read the SportsAPIs.dev review of each one.

MediaAI / LLM tooling

Outdated check504 ms13 / 22
PPC Ad Editor

Preview Google Search, PMax, Display, YouTube, Meta and LinkedIn ad mockups in chat. No sign-in.

MediaData access / search

Responded515 ms13 / 22
eDiscovery Decoder News/Calc

Free educational MCP for read-only eDiscovery news and TAR/review calculators.

MediaData access / search

Responded517 ms13 / 22
Bizzy Radio

Find Bizzy radio stations, read station cards and public author information. Read-only; no playback.

MediaAI / LLM tooling

Outdated check522 ms13 / 22
Passport Sorted: passport & visa photo rules

Official passport and visa photo rules for 27 documents, with sources and check dates.

MediaFile & docs

Responded529 ms13 / 22
Trillboards Campaign Planner

Plan and book out-of-home, CTV, video, audio and display campaigns, paid through Stripe.

MediaPayments & trading

Responded532 ms13 / 22
gol24

Uzbek football news from gol24.uz: transfers, quotes, results, club and player news.

MediaData access / search

Outdated check537 ms13 / 22
The Scribble Thing

Turn one line-art image into a prompt-directed, hand-drawn scribe animation MP4.

MediaAI / LLM tooling

Outdated check547 ms13 / 22
Print Shop by Bottle Your Brand

Turn your AI images into die-cut vinyl stickers. Print specs, sizing, and a ready-to-order link.

MediaAI / LLM tooling

Responded551 ms13 / 22
Emisoras de Colombia

264 emisoras de radio colombianas en vivo: busca por ciudad, genero o dial y escuchalas.

MediaAI / LLM tooling

Responded561 ms13 / 22
Arcana

Arcana: San Francisco wine bar, restaurant, art space and music venue. Reservations, private events.

MediaAI / LLM tooling

Responded566 ms13 / 22
Festival Times — Korean Festivals

Korean festivals, concerts and festival news from Festival Times (festivaltimes.net). Read-only.

MediaData access / search

Outdated check576 ms13 / 22
YouTube

Search, video, channel, playlist, comments, trending and related items from YouTube. Hosted by the p

MediaCode & DevOps

Outdated check578 ms13 / 22
Pitch Time — Fair Youth Soccer Lineups

Fair youth soccer lineups, rotations, formations, playing time, age groups and fixtures.

MediaAI / LLM tooling

Responded584 ms13 / 22
TikTok Video, Comments, Creators & Ads API MCP Server

Real-time TikTok videos, profiles, comments, trends & Creative Center ads MCP. OAuth or API key.

MediaAI / LLM tooling

Outdated check584 ms13 / 22
FlickDirect Connect: Movie MCP Server

Movie MCP server: movie facts, news, reviews, trivia, podcasts, videos and published provider links.

MediaData access / search

Outdated check586 ms13 / 22
MakeViral

Find the newest viral AI video trend templates and make them from your photos or a prompt.

MediaAI / LLM tooling

Responded592 ms13 / 22

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