Feature/any sdk upgrade (#587)

* mcp-semantics

Summary:

- MCP lifecycle mapped out.

* any-sdk-upgrade

Summary:

-  New `any-sdk` version codified API strategy and enforces non-increasing API.

Author: general-kroll-4-life