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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2227 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
KlipTools YouTube Subtitles

YouTube subtitles and transcripts as SRT, VTT or plain text. Pay per download with credits.

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
kloudboard

Boards, cards, tasks, review, Drive and AI tools for content teams and YouTube creators.

MediaAI / LLM tooling

Requires authNot measured4 / 22
Klox

Build and edit AI videos on Klox canvases: script, storyboard, shots and final cut.

MediaAI / LLM tooling

Requires authNot measured4 / 22
Klyf

AI YouTube analyst in Claude for creators: audit, fix, decide what to make next, grow subs.

MediaAI / LLM tooling

Requires authNot measured4 / 22
knowsme

One memory for you and your AI agents, shared by ChatGPT, Claude, Gemini, Grok, Codex and Cursor.

Developer ToolsAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
Koji · AI video ads

Turn a script into a finished video ad: write, cast, storyboard, generate clips, edit and export.

MediaAI / LLM tooling

Requires authNot measured4 / 22
Koji · Brand DNA

Let your AI research a brand and write its Brand DNA (product, audience, tone, photos) in Koji.

MediaAI / LLM tooling

Requires authNot measured4 / 22
KolaVid

Make narrated whiteboard explainer videos from a topic, text or web page, inside the chat.

MediaAI / LLM tooling

Requires authNot measured4 / 22
Konshus — your personal AI memory

Your own memory for every AI: Claude, ChatGPT, Cursor, Zed and more. Brings in 20+ sources.

OtherAI / LLM tooling

Requires authNot measured4 / 22
Kowalah

Your Kowalah AI programme in Claude: updates, accelerators, training and your AI Operating Model.

OtherAI / LLM tooling

Requires authNot measured4 / 22
KreatorFlow

AI video and images with Seedance and Seedream, plus voice, sound, edits and Stage scene planning.

MediaAI / LLM tooling

Requires authNot measured4 / 22
KreatorFlow Seedance API

Seedance 2.5 and 2.0 video and Seedream images through the KreatorFlow developer API key.

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
Kreavo

Generate AI images, UGC product videos and AI influencers on Kreavo from any MCP client.

MediaAI / LLM tooling

Requires authNot measured4 / 22
Kubflow AI

AI images, videos, audio and video ads with Veo, Kling, Seedance, Nano Banana, Suno and more.

MediaAI / LLM tooling

Requires authNot measured4 / 22
KudoWrite

Let Claude read and edit your KudoWrite novels: chapters, beats, story bible and book summary.

OtherAI / LLM tooling

Requires authNot measured4 / 22
Land the Lab

Prep for OpenAI, Anthropic and top AI lab interviews: real loops, asked questions, worked answers.

Developer ToolsAI / LLM tooling

Requires authNot measured4 / 22
layernote

Client feedback pinned on live sites, Figma frames, PDFs, images and video, for Claude and agents.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
LeadBot AI

Run your LeadBot AI website chatbot: preview and train bots, review leads, bookings and stats.

Marketing & SalesAI / LLM tooling

Requires authNot measured4 / 22
League Loom

Free fantasy AI for ESPN, Sleeper, Fantrax: football, basketball and hockey in Claude and ChatGPT.

MediaAI / LLM tooling

Requires authNot measured4 / 22
Leemu OKRs

Read OKRs, submit key-result check-ins, and generate progress reports in Leemu.

OtherAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
Lexu

Create AI images, video and music with your Lexu credits, with a spending limit per call.

MediaAI / LLM tooling

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

Libsyn podcast hosting platform MCP server: upload episode, schedule episode, update show notes.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
Liquid Inference

Auction exchange for LLM inference: browse models and prices, preview and buy answers.

OtherAI / LLM tooling

Requires authNot measured4 / 22
Live Football API

Live football scores, fixtures, standings, lineups and player stats for 1400+ leagues.

MediaAI / LLM tooling

Requires authNot measured4 / 22

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