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
Anime Garden

Anime Garden MCP for anime torrent discovery.

MediaAI / LLM tooling

Outdated check1058 ms14 / 22
Ssemble AI Clipping

Create AI-powered short-form video clips from YouTube videos. Supports webhook callbacks.

MediaAutomation & workflows

Outdated check1077 ms14 / 22
Consumer-Tech Product News — buy per-query in-session (vergewatch)

Consumer-tech news (The Verge): phones, laptops, TVs. Be born in one call — free testnet funds.

MediaData access / search

Outdated check1089 ms14 / 22
Dynamoi

Music promotion and distribution for AI agents: Spotify and YouTube ads, Smart Links, releases.

MediaCode & DevOps

Outdated check1114 ms14 / 22
NASA Mission & Space News — buy per-query in-session (nasanewswatch)

NASA mission & space news: launches, science. $0.01/query. Be born in one call — free testnet funds.

MediaData access / search

Outdated check1120 ms14 / 22
Evercraft Clip

Start with plan_clip_job to plan authorized social-video work and route complex media when needed.

MediaCode & DevOps

Outdated check1124 ms14 / 22
Brainiall Pronunciation

Pronunciation assessment, phoneme scoring, speaker voice ID, audio transcription, speech synthesis.

MediaAI / LLM tooling

Responded1144 ms14 / 22
Brainiall Image

Background removal, upscaling, face restore, document OCR, table extraction, visual understanding.

MediaFile & docs

Responded1170 ms14 / 22
SSTracker free youth training

Free youth sports drills, practice plans and age-group answers for parents and coaches.

MediaAI / LLM tooling

Responded1185 ms14 / 22
Ball Ranks Fantasy Sports

Fantasy football and basketball rankings and player projections from Ball Ranks.

MediaCode & DevOps

Outdated check1247 ms14 / 22
Essentially Amsterdam

Amsterdam events, jobs, businesses, markets, guides, news, salary, rent and city tools

MediaData access / search

Responded1262 ms14 / 22
Run402

x402 pay-per-call infra for agents: $0.03 image generation, Postgres, auth, storage, functions.

MediaDatabase

Outdated check1275 ms14 / 22
TTSForFree

Generate AI voices, text-to-speech, subtitles, transcription, and video localization.

MediaAI / LLM tooling

Outdated check1359 ms14 / 22
Motomarks MCP Server

Car logo API and image CDN: search automotive brands, fetch brand data, and build logo CDN URLs.

MediaData access / search

Responded1369 ms14 / 22
Instavar Video Templates and Studio

Free Remotion and HyperFrames templates and creative guides; optional hosted Studio workflows.

MediaAutomation & workflows

Outdated check1376 ms14 / 22
Whiteboard Animation

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

MediaAI / LLM tooling

Outdated check1385 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
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

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