MCP HeartbeatTHE MCP OBSERVATORY
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Evidence for your next connection.

Independent measurements of remote MCP servers. Every observation has a timestamp.

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DiscoveryServer directory

Remote MCP servers

Find a server for your workflow, with connection evidence you can inspect.

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2237 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
Traxure

Check your music is live on every store, see alerts, draft distributor letters, edit smart links.

MediaAI / LLM tooling

Requires authNot measured4 / 22
Tredict

Analyse activities, build training plans and sync structured workouts to your sports watch.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
TrendGuru

Publish and schedule posts to Instagram, TikTok, YouTube, Facebook, LinkedIn and X. Pay per post.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
Trendhaus TikTok Data & Trends

Live TikTok data for AI agents: trends, posts, creators, comments, sounds, hooks, video analysis.

MediaAI / LLM tooling

Requires authNot measured4 / 22
tri-train

Your triathlon training in Claude: activities, PMC load, plans pushed to Garmin, races, recovery.

OtherAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
Troquel MCP Server

Generate images, video and voice, and read Meta ad libraries, paying per generation.

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
TruthScan

Detect whether an image is AI-generated or real, with an AI-probability score and confidence.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
TubeGrade

YouTube research: channel and video stats, transcripts, outlier videos and viral title formats.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
Tublish

Your Tublish account in the chat: post everywhere, send videos, change your card, read your numbers.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
turbopress Hosting

Manage turbopress hosting from Claude or ChatGPT: site health, domains, mail, SSL and AI Launch.

OtherAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
UFFFO

Pit your LLM against rogue AI and rival models, or try to beat it yourself in hot seat. 3D tactics.

Developer ToolsAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
UnClick

Claude, ChatGPT, Grok and other AIs on one job list. The board asks for proof before a job closes.

Developer ToolsAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
Unmerge

Split a flat image into separate transparent PNG layers. Pay with Unmerge credits.

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
Unpaged

Whiteboard where any shape opens into another canvas. Claude Code plugin renders plans on it.

Developer ToolsAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
Untangle

Bioprocess design: generate purification routes, simulate fermentation and separations, run TEA.

OtherAI / LLM tooling

Requires authNot measured4 / 22
untitled.movie

Develop a film from first idea to animatic: story bible, screenplay and storyboard in one place.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
uplika

Your AI agent publishes to Threads, Instagram, YouTube and the other social channels you connect.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
Uscreen MCP Server and API by Cotlet

Uscreen creator video memberships MCP server: upload video, update collection, create live event.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
Uttera

Audio for your agent: transcribe, speak, translate, summarise, plus sound effects and music.

MediaAI / LLM tooling

Requires authNot measured4 / 22
UUID Got Simplified

Generate UUIDs (v4, v7) and sortable ULIDs.

OtherAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
varg.ai

Generate video, images, speech and music with 120+ AI models and render TSX videos to MP4

MediaAI / LLM tooling

Requires authNot measured4 / 22
Vavio

Manage your hosted Hermes Agent from the AI you already use: status, model, health and logs.

OtherAI / LLM tooling

Requires authNot measured4 / 22
Vazante

Ask Claude or ChatGPT about your Meta, Google and TikTok Ads, and let AI edit campaigns on your OK.

Marketing & SalesAI / LLM tooling

Requires authNot measured4 / 22
VEDEO

Make short narrated videos from a prompt or a script: estimate the cost, create, track and download.

MediaAI / LLM tooling

Requires authNot measured4 / 22

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