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

2585 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
Highlightly

Highlightly MCP — cheap multi-sport scores, video highlights, and match predictions…

MediaCode & DevOps

Responded123 ms14 / 22
Niche: Your niche, followed for you

Read niche briefings, research news, and explore sourced story angles with your assistant.

MediaData access / search

Outdated check467 ms14 / 22
NewsJack

Music-industry news scored for your brand, with a drafted post in your voice.

MediaCode & DevOps

Outdated check573 ms14 / 22
FrameAnyPhoto

Shop for and buy framed museum-quality prints of public-domain art and photos, shipped US-wide.

MediaAI / LLM tooling

Outdated check608 ms14 / 22
Football Odds History

football-odds-history — historical football (soccer) results and odds from sportsbooks, sourced…

MediaCode & DevOps

Responded6119 ms14 / 22
Betsapi

BetsAPI MCP — wraps BetsAPI (betsapi.com) sports events + odds.

MediaCode & DevOps

Outdated check6144 ms14 / 22
SpotCheck

Score Spotify playlists for bot-farm patterns and triage an artificial streaming warning.

MediaCode & DevOps

Outdated check6397 ms14 / 22
Vidaro Studio

Generate AI images and videos via OAuth; uses your Vidaro credits.

MediaAI / LLM tooling

Outdated check36 ms13 / 22
Candidate Falcon

Prep for hiring assessments and one-way video interviews, with practice for HireVue-style games.

MediaAI / LLM tooling

Responded50 ms13 / 22
handyai.news

Read, search, cite, comment on and highlight handyai.news: independent weekly AI news.

MediaData access / search

Outdated check56 ms13 / 22
Doucebeads · Image to Bead Pattern

Convert PNG/JPEG into fuse-bead charts with MARD codes, PNG, CSV and an editable web link.

MediaFile & docs

Responded57 ms13 / 22
Snagcast

Facts about Snagcast, which captions and translates videos in real time, clips and shares them

MediaAI / LLM tooling

Outdated check57 ms13 / 22
Faceabot YouTube transcript

What is said in a YouTube video: transcript with timestamps, title and channel. Free, no key.

MediaAI / LLM tooling

Responded62 ms13 / 22
Wasilah

Prayer times, Qibla, Hijri calendar, 99 Names, Quran audio, Bangladesh offsets. English + Bengali.

MediaCode & DevOps

Outdated check63 ms13 / 22
Pagecuts

Make a 15-second video ad, still images and ad copy from any web page. US$19 once per kit.

MediaAI / LLM tooling

Outdated check63 ms13 / 22
Listenbox

Manage Listenbox podcasts, episodes, collaborators, and RSS imports through your AI assistant.

MediaAI / LLM tooling

Responded64 ms13 / 22
Weftly

Find & cut horizontal and vertical video clips (Shorts/Reels), transcribe & summarize. Pay per job.

MediaAI / LLM tooling

Outdated check68 ms13 / 22
TradeGauge

Dynasty and redraft fantasy football trade values, trade grades, and Sleeper league rosters.

MediaAI / LLM tooling

Outdated check68 ms13 / 22
DevX Agent Hub

x402 pay-per-call agent tools: token safety/honeypot check, speech to text, TTS, translate, OCR, web

MediaAI / LLM tooling

Responded72 ms13 / 22
QRCode.Pub tools

Free QR code images; paid web page → Markdown, page metadata and file hosting via x402 (no API key).

MediaFile & docs

Outdated check72 ms13 / 22
ÖLEN Music & Gastro Hall — table booking

Official ÖLEN restaurant (Almaty) booking: book and check a table, live-music nights, menus

MediaAI / LLM tooling

Outdated check72 ms13 / 22
Muro Paint Colors

Real paint colours from 35 brands, free; paint a room photo with a Muro account.

MediaAI / LLM tooling

Outdated check74 ms13 / 22
Lookbk

Find agent skills that render videos, decks, images and web pages, and get their install command.

MediaAI / LLM tooling

Outdated check77 ms13 / 22
VanAuto Campers

Search VanAuto camper and rental listings: specs, photos, prices, equipment, contacts.

MediaData access / search

Outdated check78 ms13 / 22

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