Observability and directory submission for Claude connectors

Claude connectors now feature a public beta dashboard tracking MCP tool usage, latency, and health scores directly within the Anthropic platform.

Connectors published in Claude's directory now have a dashboard that tracks their performance across the product's various surfaces. Their authors can monitor adoption (active users, total tool calls, directory ranking over time) and the connector's technical health, via a health score, error rates, and latency, with per-tool detail to pinpoint failures. The dashboard also breaks down usage by product, comparing tool calls between Claude, Claude Code, Cowork, and other surfaces.

In parallel, submitting a connector to the directory now happens directly within Claude, without an external process. As a reminder, these connectors are based on the Model Context Protocol (MCP), and over 300 third-party connectors are already listed there, used daily by millions of users.

The dashboard is accessible starting today in public beta, within Claude under Directory, in the organization settings. It requires a Team or Enterprise account with Admin or Owner access, or a custom role with the Libraries permission on Enterprise.