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Enables OAuth-capable AI clients to connect to one public HTTPS /mcp endpoint and invoke reviewed, allowlisted commands from registered CLIs such as PocketShell, DataOps, Dapier, and AISL. It supports dynamic discovery, per-CLI OAuth scopes, approval-gated writes, and credential isolation without storing CLI logins in the assistant.