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Implement MCP Integration for Mock CRM API

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Linked challenge: Automate GenAI Data Prep & System Integration

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Linked challenge
Automate GenAI Data Prep & System Integration

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Create an MCP-enabled tool that simulates interaction with a target CRM system's API (e.g., 'create_contact' endpoint). This tool should be callable by an AutoGen Integration Agent to push processed data. Ensure robust error handling and logging for integration failures.

Adaptation plan

Keep the source stable, then change the prompt in a predictable order so the next run is easier to evaluate.

Keep stable

Hold the task contract and output shape stable so generated implementations remain comparable.

Tune next

Update libraries, interfaces, and environment assumptions to match the stack you actually run.

Verify after

Test failure handling, edge cases, and any code paths that depend on hidden context or secrets.