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

glassflow.ai

Explore the MCP servers published by glassflow.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
1

Active servers with a recorded connection probe

Latest probe connected
0

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

Repositories
2

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
Rius

Query your AI agents' traces, errors, cost and alerts in Rius, the agent observability platform.

Developer ToolsMonitoring & observability

Requires authNot measured4 / 22
Tares

Always-on AI agents: a software factory for Claude Code, or an AI SRE that watches your systems.

Developer ToolsAI / LLM tooling

Not measuredNot measured3 / 6Not checked yet

Company & identity

About glassflow.ai

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

This publisher’s namespace has not been verified. Follow the publisher’s own links to learn more about the company and its projects.

Source repositories