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Implement MCP-enabled Enterprise Data Tools

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Linked challenge: Predictive Analytics Agents for Strategic Insights

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Linked challenge
Predictive Analytics Agents for Strategic Insights

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Develop simulated enterprise APIs (e.g., 'SalesDB API', 'MarketingDB API', 'SupplyChain API') that provide historical data and current metrics relevant to e-commerce. Create MCP-enabled tools that allow your AutoGen agents to query these simulated APIs dynamically to retrieve necessary financial and operational data for their analysis. Ensure tools are robust and handle various query types.

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.