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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2241 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
Lovpics

Generate product images, posters, reels, and videos from your photos.

MediaAI / LLM tooling

Requires authNot measured3 / 22Not checked yet
Lumeta

Make images, video and audio with your Lumeta account, credits and saved Shelf items.

MediaAI / LLM tooling

Requires authOutdated checkNot measured3 / 22
MentionsAPI

Unified API for tracking brand mentions across ChatGPT, Claude, Gemini, and Perplexity.

Developer ToolsAI / LLM tooling

Requires authNot measured3 / 22
MorphaReels

AI editor to build, animate & export layered short-form video projects via one tool catalog.

MediaAI / LLM tooling

Requires authNot measured3 / 22Not checked yet
Multi-AI Answer Snapshot

Answers, sources and brand mentions from OpenAI, Perplexity, Gemini, Claude and Grok side by side.

Developer ToolsAI / LLM tooling

Requires authNot measured3 / 22Not checked yet
MusicCheck: copyright screening

Screen audio or video URLs for commercial recordings before publishing; verify any report.

MediaAI / LLM tooling

Requires authNot measured3 / 22Not checked yet
Neuroencoder EEG embeddings

Hosted EEG embeddings API: any montage and sampling rate, EDF/BDF/FIF/NPY, 768-d vector per window

Developer ToolsAI / LLM tooling

Requires authNot measured3 / 22Not checked yet
nixamp

Nixamp audio and video player library and playlists (nixamp.com)

MediaAI / LLM tooling

Requires authNot measured3 / 22
Octopad

The AI brain for builders: ChatGPT, Claude and your other AIs share one workspace and one method.

OtherAI / LLM tooling

Requires authNot measured3 / 22
ONCE

Music distribution for agents: upload, AI-check, submit and track releases on ONCE.

MediaAI / LLM tooling

Requires authNot measured3 / 22
OpenCheap

Run an OpenCheap LLM API account: model prices, spend-capped keys, budgets, usage and gateways.

OtherAI / LLM tooling

Requires authNot measured3 / 22
P.R.O. Apple Health MCP

Hosted Apple Health MCP: workouts, sleep and HRV in ChatGPT, Claude, Gemini, Grok. Free, no export.

Developer ToolsAI / LLM tooling

Requires authOutdated checkNot measured3 / 22
Phase Router

OpenAI-compatible LLM gateway: pay per request with an API key, signed receipt for each call.

Developer ToolsAI / LLM tooling

Requires authNot measured3 / 22Not checked yet
Picpail: Bulk Image Downloader — All Images from URLs to ZIP

Picpail: download all images from web pages as a ZIP, full-size originals, size/format per image.

MediaAI / LLM tooling

Requires authNot measured3 / 22Not checked yet
Picsart GenAI

The official Picsart MCP server: generate and edit images, video and audio with 150+ models.

MediaAI / LLM tooling

Requires authOutdated checkNot measured3 / 22
PilotControl

Publish one video to Instagram, TikTok, YouTube, Facebook and X; answer comments and DMs; see stats.

MediaAI / LLM tooling

Requires authNot measured3 / 22
Pixel+

Make AI videos, images, dubbing, character swaps and upscales with your Pixel+ account.

MediaAI / LLM tooling

Requires authNot measured3 / 22
Pixeloa

Turn product photos into true-scale 3D models and AR pages, then publish, embed and catalog them.

MediaAI / LLM tooling

Requires authNot measured3 / 22Not checked yet
Pixkiln: Bulk Image Converter (WebP, AVIF)

Pixkiln: convert image URLs to WebP, AVIF, JPEG or PNG in bulk; resize, strip EXIF, one ZIP.

MediaAI / LLM tooling

Requires authNot measured3 / 22Not checked yet
Podlex

Ask your AI anything about any podcast. 4.8M shows: who makes them, why, and how much is AI.

MediaAI / LLM tooling

Requires authNot measured3 / 22
Podstow

Send web articles or AI-written text to your personal podcast feed; listen in any podcast app.

MediaAI / LLM tooling

Requires authNot measured3 / 22
Pridly

Ask Claude or ChatGPT about your PrestaShop sales, stock and orders. Safe edits with undo.

Finance & CryptoAI / LLM tooling

Requires authNot measured3 / 22
PrismClip Automatic Video Clipping

Create evidence-backed video clips from owned recordings through PrismClip's OAuth-connected MCP.

MediaAI / LLM tooling

Requires authOutdated checkNot measured3 / 22
PublishBuddy

Schedule social posts, read analytics and make AI images and video for 10+ networks.

MediaAI / LLM tooling

Requires authNot measured3 / 22Not checked yet

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