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The local MCP server can't be used for hosted tools tests because Anthropic's backend needs to reach the MCP URL from their infrastructure (not localhost on the CI runner). Revert to learn.microsoft.com/api/mcp but catch BadRequestError, InternalServerError, APIConnectionError, and APITimeoutError and pytest.skip so upstream outages don't block the merge queue.