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

2213 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
Imejis

Generate on-brand images from your AI agent: design, edit, and render templates over MCP.

MediaAI / LLM tooling

Requires authNot measured5 / 22
Inquira

AI survey platform: create and publish surveys, collect responses, generate AI analysis reports.

OtherAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
InsightSocial

Live public data from TikTok, LinkedIn, YouTube, X, Reddit and 17 more networks, via one key.

MediaAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
Instagram MCP by InsightfulPipe

Hosted Instagram MCP server for Claude, ChatGPT and Cursor, with each action switched per account.

Developer ToolsAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
Instagram, Facebook, X, Reddit & Podcast Transcripts

Transcribe Instagram Reels, Facebook, X and Reddit videos, podcasts (RSS, Apple) and any video URL.

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
InterviewFlowAI

Review candidates and run hiring actions in InterviewFlowAI from Claude, ChatGPT, Codex and more.

ProductivityAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
Jam

Jam recordings (video, console, network) as context and proof of work for your coding agent.

MediaAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
Jellypod

Create, import, and publish Jellypod podcast episodes from your AI assistant.

MediaAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
Jepto

Live Google Ads, GA4, Search Console, Meta Ads and GBP data in Claude, ChatGPT and any MCP client

Marketing & SalesAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
JSON2Video

Video API for automated video production at scale: templates, AI voiceovers, subtitles, AI images

MediaAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
KellyIQ

Size an entire sports betting slate as one portfolio, using fractional Kelly and exposure limits.

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
Klaviyo MCP by InsightfulPipe

Hosted Klaviyo MCP server for Claude, ChatGPT and Cursor, with each action switched per account.

Developer ToolsAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
Kleo

Narrated 4K 60 fps films from a brief, realistic or animation, made from your assistant via MCP.

MediaAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
Knot

Shared brain, one current version of memory for any MCP client: ChatGPT, Claude, Gemini, Cursor

Developer ToolsAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
Krater

Video, music, voice, images, AI detection and 500+ AI models from one Krater account.

MediaAI / LLM tooling

Requires authNot measured5 / 22
Kreatix

Schedule and publish posts to Instagram, TikTok, YouTube, Facebook, X, LinkedIn and Pinterest.

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
Kumbaa

A private family archive: family tree, life stories, photos and albums, for your family only.

MediaAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
LinkDigest — Xiaohongshu, Douyin, TikTok, YouTube to text

Douyin, Xiaohongshu, TikTok, YouTube, X links to text: transcript, screen text, viral breakdown

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
LiveReacting

Run a 24/7 live stream of pre-recorded videos, or live stream a recorded video at a set time.

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
Luw.ai

AI interior, exterior and landscape design, photoreal rendering, image editing, video and 3D.

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
LyricPatch

Signup-free lyric editing: upload authorized audio, change words, preview, and download.

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
Magento MCP by InsightfulPipe

Hosted Magento MCP server for Claude, ChatGPT and Cursor, with each action switched per account.

E-commerceAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
Magic Booklet

Create AI images and videos with your Magic Booklet credits, each run quoted first, and post them.

MediaAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
MagicMarkets

Sports prediction markets for AI agents — live prices, quotes, orders, and positions.

MediaAI / LLM tooling

Requires authOutdated checkNot measured5 / 22

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