Python: Remove bespoke Foundry toolbox helpers; standardize on MCP for toolbox consumption#5671

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moonbox3 wants to merge 9 commits intomicrosoft:mainfrom

moonbox3:agent/fix-5670-1

Commits on May 6, 2026

Remove Foundry toolbox helpers; standardize on MCP for toolbox consumption

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fix(samples): update 06_files sample to consume toolbox via MCP (#5670)

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fix(foundry): remove non-existent toolbox helper APIs from README (#5670)

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fix(foundry): remove residual toolbox docstring references and reproduction report

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Python: Remove bespoke Foundry toolbox helpers; standardize on MCP for toolbox consumption
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fix(#5670): resolve toolbox endpoint from TOOLBOX_NAME fallback; add namespace regression tests

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fix(samples): fail fast on empty FOUNDRY_TOOLBOX_ENDPOINT; add unit tests

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Address review feedback: remove extraneous test and docstring content

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fix: remove remaining extraneous docstring from RawFoundryChatClient._prepare_tools_for_openai

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