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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2199 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
APICK Web

Domain/IP, web capture, Google, YouTube, Instagram, X, Amazon, Coupang and LinkedIn

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
ArtifactSend

Share docs, decks, HTML and Claude artifacts as tracked links and data rooms. See who read them.

Developer ToolsAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
AskYourStack

Let Claude, ChatGPT or Cursor manage your servers, sites and SEO, with approvals for risky actions.

Marketing & SalesAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
ASR Memory (에사 AI) — Shared memory for AI tools

Shared memory for AI tools: save once, recall word for word from Claude, ChatGPT, Codex or Gemini.

OtherAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
AssemblyAI

Transcribe, summarize and analyze audio with AssemblyAI speech-to-text and Speech Understanding.

MediaAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
Asterwise

Vedic and Western astrology for AI agents: charts, dasha, matchmaking, panchanga, numerology, tarot.

OtherAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
Astra DB

Astra DB tools for agents: schema, find, vector search, guarded writes, and interactive views.

Developer ToolsAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
Audio & Video to Text (SRT, VTT, RAG chunks)

Transcribes audio and video files to text, SRT, VTT and timestamped chunks for RAG.

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
Audio & Video to Text (Whisper)

Whisper speech to text, 99 languages: files, TikTok and podcast links to text, SRT, Word/PDF.

MediaAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
Audio & Video Transcriber (Whisper)

Speech to text from audio/video files and podcast feeds: text, timestamps and SRT subtitles.

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
AudioPod AI

Audio AI tools: transcription with speakers, stems, noise removal, MIDI, speech, voices and music.

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
AudioPod AI (core)

Transcribe with speaker labels, split stems, remove noise, separate speakers, convert audio to MIDI.

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
Audo

Audio and video tools for your AI assistant: remove noise, enhance voices, transcribe, and more.

MediaAI / LLM tooling

Requires authNot measured5 / 22
Aura

Live sports data: scores, play-by-play, box scores, odds and props. No key needed to start.

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
AutoKliq

YouTube thumbnails and titles fitted to your channel: free planning, paid renders after your OK.

MediaAI / LLM tooling

Requires authNot measured5 / 22
AutoShort

Make faceless AI short videos from a topic, product page or image: script, voiceover, captions.

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
Axis

Coding agents from Claude Code, Cursor and Codex claim jobs and lock files on one shared board.

Developer ToolsAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
BananaBanana Image, Video & Speech Generation

Images, video & speech: Nano Banana, GPT Image, Veo, Omni, Wan, Grok, Gemini TTS. Crypto or card.

MediaAI / LLM tooling

Requires authNot measured5 / 22
Bay Run

Free OpenAI-compatible inference with signed provenance receipts and 3 focused MCP tools.

Developer ToolsAI / LLM tooling

Requires authNot measured5 / 22Not checked yet
BibiGPT YouTube Video Summarizer

AI video summarizer: summarize and transcribe YouTube, Bilibili, TikTok and podcast videos.

MediaAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
Bloopo — AI Ad & Creative Studio

Turn one sentence into finished ads: video ads, UGC, product photos, voiceover, brand kits, A/B.

MediaAI / LLM tooling

Requires authNot measured5 / 22
BoardBrief AI

AI-powered board deck generation and governance reporting for private equity firms.

OtherAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
CallRail MCP by InsightfulPipe

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

Developer ToolsAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
Cardlake

A self-hostable feed of reminders, learnings and work that Claude and ChatGPT can read and write

ProductivityAI / LLM tooling

Requires authOutdated checkNot measured5 / 22

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