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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2568 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
Search Fragments

Pieces together films, shows, songs, books, quotes, places and studies from remembered fragments.

MediaData access / search

Outdated check480 ms15 / 22
Comunicate.eu

Publish press releases and advertorials on 3,800+ news sites: catalogue, prices, budget plans.

MediaData access / search

Outdated check499 ms15 / 22
Hanging Context: News For Agents

Fresh context for agents. Ask, search or follow stories. Each fact cites a Synorb Manifest.

MediaData access / search

Outdated check505 ms15 / 22
Hat Trick Local Directory

US youth sports clubs and sports stores: registration windows, fees, tryouts and claim links.

MediaAI / LLM tooling

Outdated check509 ms15 / 22
Lection

Search YouTube videos, channel uploads and comments as tables; manage Lection schedules.

MediaCode & DevOps

Outdated check518 ms15 / 22
AIDataParser

PDFs, images and messy text to schema-guaranteed JSON. try_parse runs a real extraction, no key.

MediaCode & DevOps

Responded539 ms15 / 22
Say It Again

AI UGC videos of your store's products: read a product, write 3 scripts, make the video.

MediaAI / LLM tooling

Outdated check567 ms15 / 22
ailiste - new builds in Cyprus

Cyprus new builds: buildings, dated site photos and stages, developers and district asking prices.

MediaAI / LLM tooling

Outdated check586 ms15 / 22
AINSOF

Human-made production music for sync. Search by brief or reference, preview, and score to picture.

MediaData access / search

Outdated check588 ms15 / 22
FrameThrower

Film stills from 5,489 films, searchable by lighting, lens character, shot size, colour and mood.

MediaAI / LLM tooling

Outdated check602 ms15 / 22
TablePredict

Build validated football table and World Cup group prediction links with TablePredict.

MediaCode & DevOps

Outdated check653 ms15 / 22
GTA6 Times

GTA 6 unlock time and price by country, confirmed facts, trailers and sourced news.

MediaData access / search

Outdated check653 ms15 / 22
Star Wars API & MCP server (swapi.build)

Free Star Wars MCP server (SWAPI): people, films, planets, species, starships, vehicles. No API key.

MediaAI / LLM tooling

Outdated check661 ms15 / 22
Kineticist

Pinball news, games and editions, designers, places to play and the Hype Index from Kineticist.

MediaData access / search

Outdated check666 ms15 / 22
AI Ball — AI football match analysis

Football match outcome probabilities recorded before kick-off, and an open record of results.

MediaCode & DevOps

Outdated check677 ms15 / 22
Moltline Creator Studio

20 blogging, brand-voice, copywriting, video and social skill products. 6 of 8 free.

MediaAI / LLM tooling

Outdated check691 ms15 / 22
getwowlink

Check link previews (Open Graph, Twitter cards) on X, LinkedIn, Slack; OG images per page.

MediaCommunication & messaging

Outdated check699 ms15 / 22
AlertForge

Create stream overlays, AI alerts, and transparent videos through AlertForge.

MediaCode & DevOps

Outdated check746 ms15 / 22
Vice City Mission: GTA 6

Free, unofficial GTA 6 server: release info, news, music, map pins, real-world landmarks, checklist

MediaData access / search

Outdated check750 ms15 / 22
Web Search (Tanod)

Search the web and the news from an agent, with page text in the results when you ask for it.

MediaData access / search

Responded760 ms15 / 22
CHRP EPI Authority

Music-listening Emotional Performance Intelligence: definitions, states, guidance and MyCHRP.

MediaCode & DevOps

Outdated check762 ms15 / 22
Sapiens Sintéticos

Operate your Sapiens Sintéticos AI studio: generate image, article, voice, music and video.

MediaAI / LLM tooling

Outdated check797 ms15 / 22
MapNetwork

Generate styled PNG/SVG map images of places in Japan with 11 customizable color themes.

MediaCode & DevOps

Responded834 ms15 / 22
BoxTier Basketball Receipt

Create a BoxTier-style PNG receipt from user-provided basketball game results.

MediaCode & DevOps

Outdated check854 ms15 / 22

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