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Integrations and upstreams ​

The product observes native client output and joins it with the team's own identities, projects and account readings. A local AgentsView installation currently supplies part of the session-reading experience. AgentsView is an independent open-source project, versioned and installed separately; it is not the identity, policy or quota authority of this product.

The integration boundary is deliberate: a source adapter can evolve or be replaced without changing how the workspace represents people, accounts, evidence coverage and permissions. This is an architectural direction, not a claim that another reader is already implemented. Consult the architecture, compatibility matrix and third-party notices for the current implementation and licenses.

The read-only analytics MCP uses the same permissioned evidence boundaries as the web app. Imported prompt text is data, never an instruction to an agent.

Open-source documentation for Shared Account AI Usage Monitor.