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

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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
StreamClipping AI

Clip Twitch, YouTube and Kick VODs, rank moments by viral score and schedule posts.

MediaAI / LLM tooling

Requires authNot measured4 / 22
StreamRank

Daily streaming Top 10s (Netflix, Prime Video, Disney+, HBO Max, more) by country, plus trending.

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
StudioMotion

Agency-grade website sections, design tokens and Framer Motion animations for Lovable.

MediaAI / LLM tooling

Requires authNot measured4 / 22
Stylelock

Lock a style and palette, then generate matching icons, favicons, social images and illustrations.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
SuanLinFang AI Capabilities

Speech-to-text, text-to-speech, OCR and typed decision-making APIs from suanlinfang.cn.

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
Subscribr

The all-in-one YouTube content engine: research, ideas, thumbnails, scripts, and video.

MediaAI / LLM tooling

Requires authNot measured4 / 22
Subtly

Transcribe audio and video, and translate subtitles into 50+ languages.

MediaAI / LLM tooling

Requires authNot measured4 / 22
Sudio

The AI video studio: records your web app, writes and voices the script, renders a tutorial MP4.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
SudoMock

Turn product photos or PSDs into photorealistic mockups: place artwork, edit text, fix tile seams.

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
Sugusite

Publish websites from AI: create sites, upload HTML/images, access control, custom domains.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
SummaBooking

Find free rooms and book, change or cancel them. Sign in from Claude, ChatGPT or Grok Bot.

OtherAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
Sunbird AI

African-language translation, chat, speech-to-text and text-to-speech from Sunbird AI.

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
Superbridger

Post and schedule to Instagram, Facebook, YouTube, TikTok, LinkedIn and X from your AI app.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
SVG AI

Generate and vectorize clean, editable SVG graphics from text, images, or both.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
Swamix MCP

Hosted MCP catalog with 30 tenant-isolated browser, RAG, AI, mail and media tools.

Real Estate & PropertyAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
Swifteq MCP Server for Zendesk

Connect Claude, ChatGPT or any AI assistant to Zendesk tickets, CSAT, macros and Help Center.

Developer ToolsAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
Synap

Open AI models through one OpenAI-compatible API: chat, live model list, prices and cost estimates.

OtherAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
Synap

Open-model LLM inference for agents. Pay per call in USDC via x402 or API key. First call free.

Finance & CryptoAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
SyncBooster

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

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
Synento

Agent-native video API: sessions, keys and media checks. Tool list works without auth.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
Synero AI Council

Ask GPT, Claude, Gemini and Grok at once: one consensus answer plus where they agree and split.

OtherAI / LLM tooling

Requires authNot measured4 / 22
SystemSculpt

OAuth account tools, image/video generation (Pro), Studio handoffs. No local vault access.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
T.A.O. — Reach Home

T.A.O. — Reach home. Signed agent check-ins and a public roster; no agent execution.

Developer ToolsAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
TableProof Review and Result Checks

CSV structural checks and keyed diffs, SRT formatting, MCP result checks and review discovery.

Developer ToolsAI / LLM tooling

Requires authOutdated checkNot measured4 / 22

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