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

2630 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
porn.tik-tok/tiktokporn

Search adult porn video (NSFW, 18+): nude clips, creators, hashtags. Read-only, no API key.

MediaData access / search

Not measuredNot measured4 / 22
so.transcribe/mcp

Transcribe audio and video into speaker-labelled transcripts, subtitles, clips, and cited Q&A.

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
9make

App Store prep for agents: ASO keywords, listing, store screenshots and app preview video.

MediaAI / LLM tooling

Requires authNot measured4 / 22
Abyssale

Browse, generate and import Abyssale designs — banners, video, PDF — from your AI client.

MediaFile & docs

Requires authNot measured4 / 22
Acornonaut

YouTube playlists to AI flashcards, spaced repetition and guided learning missions.

MediaAI / LLM tooling

Requires authNot measured4 / 22
AdaptlyPost

Post + analytics: Instagram, TikTok, YouTube, X, Facebook, LinkedIn, Pinterest, Threads, Bluesky

MediaAI / LLM tooling

Requires authNot measured4 / 22
Adeli

Publish and analyze posts on Instagram, Facebook, TikTok, YouTube, X, and Bluesky.

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
adkix

Turn a website into a short 9:16 video ad: script, cast, voice, shots, music. Asks before spending.

MediaAI / LLM tooling

Requires authNot measured4 / 22
AdMakeAI

Generate ad images and UGC videos, research competitor ads, and manage Meta ad campaigns.

MediaAI / LLM tooling

Requires authNot measured4 / 22
AEGIS Events

Read-only search of security events from the news by place, point and radius, category and date.

MediaData access / search

Requires authNot measured4 / 22
AgentCompute English Transcription

English WAV transcription on a GPU. No login: agents obtain temporary trial access automatically.

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
Agentic News

AI-powered news intelligence — 21 tools for personalized monitoring, briefings, and semantic search

MediaMonitoring & observability

Requires authOutdated checkNot measured4 / 22
Aginera

Construction takeoffs, routes and schedules; PDF to CAD; floor plan to 3D dollhouse and room images.

MediaFile & docs

Requires authNot measured4 / 22
AI Creator Library

Video editing skills, motion design prompts and studio concepts for creators who edit with Claude.

MediaAI / LLM tooling

Requires authNot measured4 / 22
AI H3 Image

Turn an uploaded photo into an AI video. Preview the credit cost and get the finished video link.

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
AI Media Studio

Generate images, videos, voiceovers, and captions from a chat prompt.

MediaAI / LLM tooling

Requires authNot measured4 / 22
AI Metadata Cleaner

Remove GPS, device details, dates and AI labels from video, PDF, RAW and photo files.

MediaFile & docs

Requires authNot measured4 / 22
aicharged.io

214 tools for AI agents over one MCP endpoint: image, video, audio, 3D, data, storage, mail, GPUs.

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
AiuniVid · Seedance video

Generate Seedance 2.5 and 2.0 videos from chat. Quotes credits before each job; OAuth sign-in.

MediaAI / LLM tooling

Requires authNot measured4 / 22
AI观潮 News

Curated daily AI news (summaries in Chinese), daily briefs, trending stories and an LLM leaderboard.

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
Albumora

Event photo albums: list albums, status, share links, QR table cards (PDF), event schedule.

MediaFile & docs

Requires authNot measured4 / 22Not checked yet
Alcock Arena

AI forecasting gym: markets, sports, policy and tech. Graded by reality, measured against markets.

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
All Canada Photos

Search and license real Canadian stock photography: landscapes, wildlife, cities and people.

MediaData access / search

Requires authNot measured4 / 22
Alpy

Turn a script into a hand-drawn animated YouTube video with an AI voice: writes it, then makes it.

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet

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