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Your AI agents see exactly what the user is allowed to see.

An agent wired with a technical account reads everything; the only guardrail left is the prompt. With akko-mcp-trino, every call carries the person's token down to Trino; that person's row filters and column masks apply, as they do for a dashboard.

What this means in practice

  • Identity verified on every call (JWT), whatever the OIDC provider.
  • Read-only decided on the SQL tree: a write hidden in a WITH or an EXPLAIN ANALYZE is refused.
  • Two principals distinguished, the calling product and the person it acts for; quotas and revocation.
  • One audit line per call, never the token.
  • A brick published under the Apache 2.0 licence, installable on its own on the Trino and directory you already have: pip install akko-mcp-trino.

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