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Full Video: https://www.youtube.com/watch?v=L055VzGGhRI FastMCP tool transformations and provider patterns for Python MCP servers. #FastMCP #Python #MCP #Tools In the code, the `ToolTransform` renames the tool from `process` to `api_process` while preserving the original tool's functionality through the provider. This reflects the koan's theme where the "renamed tool" (`api_process`) still internally "whispers" to its original name (`process`) via the provider's delegation, maintaining the underlying behavior while presenting a new interface to clients.