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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2651 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
ContentFlow

Search and analyze 50,000+ hours of business podcast transcripts, entities, and speakers.

MediaData access / search

Requires authOutdated checkNot measured2 / 22
Filtrix AI MCP

Filtrix MCP for image/video generation. Portal: https://agent.filtrix.ai/

MediaAI / LLM tooling

Requires authNot measured2 / 22Not checked yet
identifAI MCP Server

Detect AI-generated images, videos, and audio with identifAI's deepfake detection tools.

MediaAI / LLM tooling

Requires authNot measured2 / 22Not checked yet
Kognitrix AI

8 AI services via MCP: content, code, image, docs, data extraction, translation, SEO, email.

MediaCommunication & messaging

Requires authNot measured2 / 22Not checked yet
MixMake

Transcript-based audio editing: transcribe audio, edit by word ID, export edited audio.

MediaAI / LLM tooling

Requires authNot measured2 / 22Not checked yet
Piranha Vision & DevTools

BJJ video analysis — YOLO pose detection, AI technique analysis, and highlight reels.

MediaCode & DevOps

Not measuredNot measured2 / 22
PredictLeads

Company Insights: job postings, tech stack, news events, key customers, similar companies...

MediaData access / search

Requires authNot measured2 / 22Not checked yet
Reka

Understand your videos with Reka AI — search, ask questions, and extract insights.

MediaData access / search

Requires authNot measured2 / 22Not checked yet
Tonr Music

Free, copyright-safe AI music library for video creators and AI agents.

MediaCode & DevOps

Not measuredNot measured2 / 22
VEED AI Video Generator

Generate AI talking-head videos with custom characters and voices.

MediaAI / LLM tooling

Requires authOutdated checkNot measured2 / 22
Wistia API

Manage Wistia videos, channels, folders, captions, customizations, and analytics via MCP.

MediaCode & DevOps

Requires authNot measured2 / 22Not checked yet

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