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[AI-196] Refactor MCP Python validation checks for consistency#308

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Kartikey-Malkani wants to merge 1 commit intoopenMF:mainfrom
Kartikey-Malkani:feat/mcp-validation-refactor-ai196
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[AI-196] Refactor MCP Python validation checks for consistency#308
Kartikey-Malkani wants to merge 1 commit intoopenMF:mainfrom
Kartikey-Malkani:feat/mcp-validation-refactor-ai196

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@Kartikey-Malkani
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@Kartikey-Malkani
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Hi, this is a minimal, non-breaking refactor for AI-196 focused only on Python MCP.

I kept the scope intentionally limited to avoid architectural changes and ensured all existing behavior and responses remain unchanged.

If needed, I can further split this into smaller PRs.

@Kartikey-Malkani
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image Demo: Validation behavior after refactor

This shows consistent error handling across MCP tools with centralized validation logic.

@gyanLM10
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Lgtm for me . Can you take a look @IOhacker ?

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