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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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
Whiteboard Animation

Turn any picture into a hand-drawn whiteboard animation video, from your AI assistant.

MediaAI / LLM tooling

Outdated check1385 ms14 / 22
goodrecmovies

Movie and series ranking as MCP tools: top titles, search, lookup by IMDb id. Free, no key.

MediaData access / search

Responded1402 ms14 / 22
e/acc

AI news for agents: daily, weekly and monthly briefings, trending events and model prices. No key.

MediaData access / search

Responded1566 ms14 / 22
io.github.Ninjabeam20/sportiq-mcp

MCP tools for FIFA World Cup 2026 football, Formula 1, and IPL cricket — sims, strategy, fantasy.

MediaCode & DevOps

Outdated check1593 ms14 / 22
Into the Prompt

Search Into the Prompt's short AI videos, get a learning path and see how the creator program works.

MediaData access / search

Responded1658 ms14 / 22
한국일보 뉴스 (Hankookilbo)

Hankookilbo (Korean daily) news metadata: titles, dates, sections, bylines, links, and excerpts.

MediaData access / search

Outdated check1833 ms14 / 22
AI Monk Index

Research monk avatars, products and video playbooks with sources and labelled uncertainty.

MediaCode & DevOps

Outdated check1963 ms14 / 22
SFomo: Bay Area events

Read-only search of upcoming SF Bay Area events: AI/tech, dance, music, arts, food, fitness.

MediaData access / search

Responded2144 ms14 / 22
What's Up In: local events

Read-only search of upcoming local events worldwide: music, comedy, AI/tech, arts, food, sports.

MediaData access / search

Responded2198 ms14 / 22
Agent Groundcrew

Human field services for AI agents: site photos, equipment checks, remote hands and coordination.

MediaAI / LLM tooling

Outdated check2324 ms14 / 22
BeeIMG Image Hosting

Upload, delete, and manage images on BeeIMG with albums, folders, privacy controls, and API access.

MediaAI / LLM tooling

Responded2329 ms14 / 22
Slabline

Values graded sports cards and Pokémon/TCG slabs by grade from real sales. Free, read-only.

MediaAI / LLM tooling

Responded2596 ms14 / 22
fyi.carbon/carbon-fyi

Voluntary carbon market news and open carbon price data. Read-only, keyless.

MediaData access / search

Responded490 ms14 / 22
Proxlai

Verified, dated prices for 293 AI APIs in 45 markets: LLMs, GPUs, speech, video and more.

MediaAI / LLM tooling

Outdated check645 ms14 / 22
io.github.CumulativeWebInc/cwi-discovery-engine

CWI Discovery Engine: 29-tool music catalog MCP — search, sync, Radio 365 live, chaining.

MediaCode & DevOps

Responded82 ms14 / 22
PcMasterRace GAMING

PC game prices from Steam, GOG, Gamivo, G2A, Kinguin: deals and upcoming releases.

MediaCode & DevOps

Responded105 ms14 / 22
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

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