MCP HeartbeatTHE MCP OBSERVATORY
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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.

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2217 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
Scavio

Structured web data from 72 platforms: Google, ChatGPT, Gemini, YouTube, Amazon, Reddit, TikTok

MediaAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
Scenivia

Turn a product brief into an editable motion-design launch video, edit it and export MP4.

MediaAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
Screen Browser

Your coding agent records a demo or tutorial video of your web app.

MediaAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
Screenshot Scout

Capture screenshots of webpages as images or PDFs with Screenshot Scout.

MediaAI / LLM tooling

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

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

Developer ToolsAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
Scrollsnacks

Curated real launch videos split into timed sections (hook, problem, feature, proof, CTA).

MediaAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
Seedance 2

Seedance 2.5 and 2.0 AI video, plus AI images, from Claude, ChatGPT, Codex and Cursor.

MediaAI / LLM tooling

Requires authNot measured5 / 22
Sendcove

Draft and schedule posts for X, Instagram, TikTok, Threads, Bluesky, YouTube, Facebook and LinkedIn.

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
Sequencer

Create AI images, video, and audio, quote generation costs, and edit Sequencer projects.

MediaAI / LLM tooling

Requires authNot measured5 / 22
SerpKite

Google search, news, maps, webpages, cited answers, research and ChatGPT/Gemini answers for agents.

Developer ToolsAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
Shareglow

Shareglow MCP server: scan link previews, generate OG images, short links and stats.

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
Shellway

Work on your own computers from Claude or ChatGPT: run commands, edit and search files.

OtherAI / LLM tooling

Requires authNot measured5 / 22
ShootProof MCP Server and API by Cotlet

ShootProof photography client gallery MCP server: create gallery, share gallery, list orders.

MediaAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
Shopify MCP by InsightfulPipe

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

E-commerceAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
Shortimize

Track TikTok, Instagram Reels and YouTube Shorts accounts and videos: views, growth and analytics.

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
SignalShelf

Public social, ad library and Google Maps data: TikTok, Instagram, YouTube, X, Facebook and more.

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
Sisif

Generate short videos from a text prompt. Pay per clip by card, no account needed.

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
Skill Me

Agent skills for Claude, Codex and Cursor: find, install and load skills from one connector.

Developer ToolsAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
Sleepwalker

AI Visibility and Content Intelligence tools for Claude and MCP-compatible agents.

Developer ToolsAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
SmugMug MCP Server and API by Cotlet

SmugMug photography hosting and sales MCP server: list galleries, create gallery, upload photos.

MediaAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
Social Growth Engineers

Viral short-form videos, hooks, app growth playbooks and App Store data for marketers.

MediaAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
Solvecha

Solve reCAPTCHA image grids, text captchas, GeeTest and FunCAPTCHA for AI agents. Free tier.

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
SoundCloud MCP Server and API by Cotlet

SoundCloud music sharing platform MCP server: list tracks, get play and like counts, list comments.

MediaAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
Sozee

Make photos and video of your AI character, schedule posts and read results in a Sozee account.

MediaAI / LLM tooling

Requires authNot measured5 / 22

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