MCP HeartbeatTHE MCP OBSERVATORY
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Evidence for your next connection.

Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

Publisher portfolio

varg.ai

Explore the MCP servers published by varg.ai, with independent connection checks, performance measurements, and setup instructions for each project.

Listed servers
2

Active projects in this portfolio. Deleted and deprecated registry rows are excluded.

Sampled servers
2

Active servers with a recorded connection probe

Latest probe connected
1

Latest stored probe connected. This is not a live guarantee.

Repositories
0

Distinct source repositories linked by the active listings

Portfolio overview

MCP servers

Compare connection status and measurements. Open a server for its tools, check results, and client configuration.

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
varg how to

Video how-to search for AI agents: 2,000+ video skills, tutorials and FFmpeg recipes. No key.

MediaData access / search

Responded1000 ms13 / 22
varg.ai

Generate video, images, speech and music with 120+ AI models and render TSX videos to MP4

MediaAI / LLM tooling

Requires authNot measured4 / 22

Company & identity

About varg.ai

varg.ai publishes MCP servers under the ai.varg namespace. This namespace uses a reverse-domain identity in the directory.

Namespace verification connects the publisher to its registry identity. It does not certify the security of individual servers.

Source repositories

No source repositories listed yet.