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If you have an even modestly complex software: - start building an internal tool set with proper access rights - put an MCP over that tool set.

You're very likely to use those tools for other things as well, so keep the MCP as just a layer.

You can add a lot of things you wouldn't usually bother with, like telemetry, detailed logs, read only database access (you can even add a llm powered query builder on top) etc.

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