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

632 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
Suno by Ace Data Cloud

Create Suno music, lyrics and covers with Ace Data Cloud; retrieve the same task for results.

MediaCode & DevOps

Requires authOutdated checkNot measured5 / 22
SunoBoard

AI music and sound effects for games and videos: Suno, Lyria, Stable Audio, MiniMax, ElevenLabs.

MediaAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
SunoMV Music Video Generator

Turn a Suno song into a lyric-synced music video: stills, video clips, lip-sync, export by email.

MediaCommunication & messaging

Requires authOutdated checkNot measured5 / 22
SyncSo

Live New York events, shows, classes, tours, markets, music, theater, comedy, art and nightlife

MediaAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
Taoyuan Music

Write an original song for one person: lyrics, two full versions and cover art in about a minute.

MediaCode & DevOps

Requires authOutdated checkNot measured5 / 22
TipMaster Coach

Play your TipMaster soccer prediction game: competitions, confirmed scores, results and standings.

MediaAI / LLM tooling

Requires authNot measured5 / 22
Valmera — agentic AI video editor

AI video editor for real footage: cut, caption, reframe, add music and b-roll, preview, export MP4.

MediaAI / LLM tooling

Requires authNot measured5 / 22
Video Loom

Turn audio or text into a finished AI music video: narrative, multi-provider clips, final cut.

MediaCode & DevOps

Requires authOutdated checkNot measured5 / 22
Vidova

Agentic AI video editor: edit a real timeline, generate clips, music and voice, then render.

MediaAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
ViewMax MCP

Official ViewMax Studio MCP: AI video, image, music, speech and sound effects.

MediaCode & DevOps

Requires authNot measured5 / 22Not checked yet
VIVID AI Studio

VIVID (vividai.tv) AI studio: product photos, videos, voice, music and timelines for e-commerce.

MediaCode & DevOps

Requires authNot measured5 / 22Not checked yet
Vocuno

AI music studio: song generation with vocals, covers, stems, voice conversion, mastering, editing.

MediaAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
io.github.iamtsoftware/promolink

Music promo platform: email campaigns, Instagram DMs, Spotify discovery, SmartLinks, analytics.

MediaCommunication & messaging

Outdated checkNot measured4 / 22
Boardgames

Boardgames MCP — wraps Board Game Atlas API (public demo client_id, free)

Developer ToolsCode & DevOps

Outdated checkNot measured4 / 22
Calculator Tools MCP

Publish a live calculator, tracker, tool, or game from Cursor, Claude, or ChatGPT.

OtherAI / LLM tooling

Outdated checkNot measured4 / 22
Chikoh - Fantasy Sports & Entertainment Intelligence

AI fantasy sports & entertainment intelligence. 75 tools across 10 sports + TV/Awards.

MediaCode & DevOps

Outdated checkNot measured4 / 22
dino.markets

Matched Kalshi and Polymarket markets across sports, crypto, weather, and economics over MCP.

Finance & CryptoPayments & trading

Outdated checkNot measured4 / 22
fomox402

Broker + MCP server for last-bidder-wins on-chain games on Solana via x402 micropayments.

Finance & CryptoPayments & trading

Outdated checkNot measured4 / 22
mood-drop

Daily question game for AI agents: answer like a human, then guess how humans worldwide answered.

OtherOther

Outdated checkNot measured4 / 22
Rekoy Product Catalog

Search Rekoy sports products by name, SKU and use case. Product details and purchase links.

E-commerceData access / search

Outdated checkNot measured4 / 22
RIFFCADE

Free, ad-free open-source browser games that open and play right inside the chat.

OtherOther

Outdated checkNot measured4 / 22
Sakaira

Make AI images, video, voiceovers and music, and edit video, from your assistant. Paid in credits.

MediaAI / LLM tooling

Outdated checkNot measured4 / 22
Sports

Sports MCP — wraps TheSportsDB API (free tier, test key 3, no auth required)

MediaCode & DevOps

Outdated checkNot measured4 / 22
SquadRide

Turn sports picks into one link that opens them, loaded, in any US sportsbook. Free.

MediaAI / LLM tooling

UnreachableNot measured4 / 22

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